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Articles in Science , Nature , & PNAS Journals
Xiao, X., Xu, N., Tian, X., Zhang, T., Wang, B., Wang, X., Xian, Y., Lu, C., Ou, X., Yan, Y., Sun, L., You, F.*, Gao, F.* (2025). Aqueous based recycling of perovskite photovoltaics. Nature , 638, 670–675. [Research Highlight in Nature Reviews Materials ]
Wang, Z., & You, F.* (2025). Leveraging generative models with periodicity-aware, invertible, and invariant representations to crystalline materials design. Nature Computational Science , 5, 365–376. [Cover Art of May 2025 issue of Nature Computational Science
Dhoriyani, J., Bergman, M.T., Hall, C.K.*, & You, F.* (2025). Integrating biophysical modeling, quantum computing, and AI to discover plastic-binding peptides that combat microplastic pollution. PNAS Nexus , 4, pgae572.
Liu, M., Hao, H., Sun, X., Geng, Y., Reiner, D., Hubacek, K., Qu, X., Lu, J., You, F., & Zhao, F. (2025). The potential for differentiated vehicle segment tariffs. Nature Energy , accepted
Luo, Y., Wei, N., Lu, X., Zhou, Y., Tao, F., Jiang, L., Liao, C., Xia, J., Huang, Y., Niu, S., Quan, Q., Houlton, B., Xu, X., Sun, Y., Zeng, N., Koven, C., Peng, L., Davis, S., Smith, P., You, F., Jiang, Y., Cheng, L., & Xia, J. (2025). Large carbon dioxide removal potential of woody debris preservation in managed forests. Nature Geoscience , accepted
Conchello, R., Ajagekar, A., Bergman, M.T., Hall, C.K.*, & You, F.* (2024). Designing Microplastic-binding Peptides with a Variational Quantum Circuit-based Hybrid Quantum-Classical Approach. Science Advances , 10, adq8492.
Decardi-Nelson, B., & You, F.* (2024). Artificial Intelligence can regulate light and climate systems to reduce energy use in plant factories and support sustainable food production. Nature Food , 5, 869–881. [Select Media Coverage]
Lal, A., & You, F.* (2024). Climate Sustainability through a Dynamic Duo: Green Hydrogen and Crypto Driving Energy Transition and Decarbonization. Proceedings of the National Academy of Sciences (PNAS ), 121, e2313911121. [Select Media Coverage]
Lal, A. & You, F.* (2023). Will reshoring manufacturing of advanced electric vehicle battery support renewable energy transition and climate targets? Science Advances , 9, adg6740.
Zhang, C., Zhao, X., Sacchi, R., & You, F.* (2023). Trade-off between critical metal requirement and transportation decarbonization in automotive electrification. Nature Communications , 14, 1616. [Select Media Coverage]
Liang, H., & You, F.* (2023). Reshoring silicon photovoltaics manufacturing contributes to decarbonization and climate change mitigation. Nature Communications , 14, 1274. [Select Media Coverage]
Tao, Y., Yang, L.*, Jaffe, S., Amini, F., Bergen, P., Hecht, B., & You, F.* (2023). Climate mitigation potentials of teleworking are sensitive to changes in lifestyle and workplace rather than ICT usage. Proceedings of the National Academy of Sciences (PNAS ), 120, e2304099120.
Lal, A. & You, F.* (2023). Climate Concerns and the Future of Non-Fungible Tokens: Leveraging Environmental Benefits of the Ethereum Merge. Proceedings of the National Academy of Sciences (PNAS ), 120, e2303109120.
Tao, Y., Steckel, D., Klemeš, J.J., & You, F.* (2021). Trend towards virtual and hybrid conferences may be an effective climate change mitigation strategy. Nature Communications , 12, 7324. [Select Media Coverage]
Tian, X., Stranks, S.D., & You, F.* (2021). Life cycle assessment of recycling strategies for perovskite photovoltaic modules. Nature Sustainability , 4, 821–829. [Select Media Coverage]
Tao, Y., Rahn, C.D., Archer, L.A., & You, F.* (2021). Second life and recycling: Energy and environmental sustainability perspectives for high-performance lithium-ion batteries. Science Advances , 7, eabi7633. [Select Media Coverage]
Tian, X., Stranks, S.D., & You, F.* (2020). Life-cycle energy use and environmental implications of high-performance perovskite tandem solar cells. Science Advances , 6, eabb0055. [Select Media Coverage]
Masnadi, M.S., El-Houjeiri, H.M., Schunack, D., Li, Y., Englander, J.G., Badahdah, A., Monfort, J.-C., Anderson, J.E., Wallington, T.J., Bergerson, J.A., Gordon, D., Koomey, J., Przesmitzki, S., Azevedo, I.L., Bi, X.T., Duffy, J.E., Heath, G.A., Keoleian, G.A., McGlade, C., Meehan, D.N., Yeh, S., You, F., Wang, M.Q., Brandt, A.R. (2018). Global carbon intensity of crude oil production. Science , 361, 851-853. [Select Media Coverage]
Chung, Y.G., Gómez-Gualdrón, D.A., Li, P., Leperi, K., Deria, P., Zhang, H., Vermeulen, N.A., Stoddart, J.F., You, F., Hupp, J.T., Farha, O.K., & Snurr, R.Q. (2016). In silico discovery of metal-organic frameworks for pre-combustion CO2 capture using a genetic algorithm. Science Advances , 2, e1600909.
2025
Xiao, X., Xu, N., Tian, X., Zhang, T., Wang, B., Wang, X., Xian, Y., Lu, C., Ou, X., Yan, Y., Sun, L., You, F.*, Gao, F.* (2025). Aqueous based recycling of perovskite photovoltaics. Nature , 638, 670–675. [Select Media Coverage]
Wang, Z., & You, F.* (2025). Leveraging generative models with periodicity-aware, invertible, and invariant representations to crystalline materials design. Nature Computational Science , 5, 365–376. [ Select Media Coverage ] [Cover Art of May 2025 issue of Nature Computational Science
Liu, M., Hao, H., Sun, X., Geng, Y., Reiner, D., Hubacek, K., Qu, X., Lu, J., You, F., & Zhao, F. (2025). The potential for differentiated vehicle segment tariffs. Nature Energy , accepted
Luo, Y., Wei, N., Lu, X., Zhou, Y., Tao, F., Jiang, L., Liao, C., Xia, J., Huang, Y., Niu, S., Quan, Q., Houlton, B., Xu, X., Sun, Y., Zeng, N., Koven, C., Peng, L., Davis, S., Smith, P., You, F., Jiang, Y., Cheng, L., & Xia, J. (2025). Large carbon dioxide removal potential of woody debris preservation in managed forests. Nature Geoscience , accepted
Yuan, W., Chen, G., Wang, Z. & You, F.* (2025). Empowering Generalist Material Intelligence with Large Language Models. Advanced Materials , doi:10.1002/adma.202502771 [ Cover Art of August 2025 issue of Advanced Materials
Tian, X., Stranks, S.D., Huang, J., Fthenakis, V., Yang, Y., & You, F.* (2025). Perspectives for Sustainability Analysis of Scalable Perovskite Photovoltaics. Energy & Environmental Science , 18, 194-213. [Cover Art of January 2025 issue of Energy & Environmental Science ]
Sheshanarayana, R., & You, F.* (2025). Knowledge Distillation for Molecular Property Prediction: A Scalability Analysis. Advanced Science , doi: 10.1002/advs.202503271 [Frontispiece of July 2025 issue of Advanced Science
Dhoriyani, J., Bergman, M.T., Hall, C.K.*, & You, F.* (2025). Integrating biophysical modeling, quantum computing, and AI to discover plastic-binding peptides that combat microplastic pollution. PNAS Nexus , 4, pgae572.
Lal, A., & You, F.* (2025). Climate Sustainability through AI-Crypto Synergies and Energy Transition in the Digital Landscape to Cut 0.7 Gt CO2e by 2030 . Environmental Science & Technology , 59, 12, 6061–6073. [Cover Art of April 2025 issue of Environmental Science & Technology ]
Sun, X., Giljum, S., Maus, V., Schomberg, A., Zhang, S., & You, F. * (2025). Robust Assessments of Lithium Mining Impacts Embodied in Global Supply Chain Require Spatially Explicit Analyses. Environmental Science & Technology , 59, 14, 7081–7094. [Cover Art of April 2025 issue of Environmental Science & Technology ]
Wang, B., Tian, X., Stranks, S.D., & You, F.* (2025). Transitioning Photovoltaics to All-Perovskite Tandems Reduces 2050 Climate Change Impacts of PV Sector by 16%. Environmental Science & Technology , 59, 9540–9551. [Cover Art of May 2025 issue of Environmental Science & Technology ]
Ajagekar, A., & You, F.* (2025). Decarbonization of Building Operations with Adaptive Quantum Computing-based Model Predictive Control. Engineering , doi:10.1016/j.eng.2025.02.002
Decardi-Nelson, B., & You, F.* (2025). Generative AI Driving the Next Generation Sustainable Agrifood Manufacturing in Controlled Environment Agriculture. Engineering , accepted
Chen, G., & You, F.* (2025). Future Manufacturing with AI-Driven Particle Vision Analysis in the Microscopic World. Engineering , accepted
Chen, W., & You, F.* (2025). Energy optimization of bitcoin mining integrated greenhouse with model predictive control. Applied Energy , 395, 126256.
Kumdokrub, T., & You, F.* (2025). Techno-economic and environmental optimization of agrivoltaics: A case study of Cornell University. Applied Energy , 384, 125436.
Kim, J., & You, F.* (2025). Energy-Efficient Greenhouse Climate Control Using Gaussian Process-Based Stochastic Model Predictive Control. Applied Energy , 391, 125841.
Zhao, X., & You, F.* (2025). Decarbonizing energy: Plastic waste trade for zero waste 2040. Advances in Applied Energy , 17, 100216.
Hu, G., Kubota, C., & You, F.* (2025). Cyber Physical Biological System in Controlled Environment Agriculture for Energy Optimization: A Comprehensive Overview, Key Challenges, and Future Outlook. Energy , 325, 136153.
Menon, R., Both, A.J. & You, F.* (2025). A life cycle assessment and techno-economic analysis of plant factories. Journal of Cleaner Production , 490, 144741.
Sial, N.R., Y., Qyyum, M.A., Lal, A., & You, F.* (2025) Assessing the Environmental Footprint of Bitcoin: A Comprehensive Analysis of Water, Land, and Carbon Impacts . ACS Sustainable Chemistry & Engineering , doi:10.1021/acssuschemeng.5c00225
Rofougaran, R., Wang, R., Ajagekar, A., & You, F.* (2025). Encoding proteins as quantum states with approximate quantum state preparation by iterated sparse state preparation. Quantum Science and Technology , 10, 025029.
Ajagekar, A., Decardi-Nelson, B., Shang, C., & You, F.* (2025). Computer-aided molecular design by aligning generative diffusion models: Perspectives and challenges. Computers & Chemical Engineering , 194, 108989.
Jiang, Z., Wang, X., Li, H., Hong, T., You, F., Drgoňa, J., Vrabie, D., & Dong, B. (2025). Physics-informed machine learning for building performance simulation-A review of a nascent field. Advances in Applied Energy , 18, 100223.
Yu, Z., Lin, J., Liu, F., Chi, Y., Song, Y., & You, F. (2025). Achieving 100 % renewable e-methanol incorporating biomass-fired generation: A techno-economic study. Applied Energy , 389, 125648.
Phuang, Z.X., Sang, K., Wang, X.C., You, F., & Woon, K.S. (2025). Sustaining regional infrastructure resiliency with externality for plastic waste circularity via geospatially-enhanced P-graph-life cycle optimization framework. Journal of Cleaner Production , 486, 144413.
Crîstiu, D., You, F., d’Amore, F., & Bezzo, F. (2025). Strategic Design and Multiperiod Optimization under Uncertainty of Solid Sorbent Direct Air Capture Supply Chains in Europe. Industrial & Engineering Chemistry Research , 64, 10, 5493–5510.
Larini, V., Ding, C., Wang, B., Pallotta, R., Faini, F., Pancini, L., Zhao, Z., Cavalli, S., Degani, M., De Bastiani, M., Doria, F., Ma, C., You, F., & Grancini, G. (2025). Circular management of perovskite solar cells using green solvents: from recycling and reuse of critical components to life cycle assessment. EES Solar , doi:10.1039/D4EL00004H
2024
Conchello, R., Ajagekar, A., Bergman, M.T., Hall, C.K.*, & You, F.* (2024). Designing Microplastic-binding Peptides with a Variational Quantum Circuit-based Hybrid Quantum-Classical Approach. Science Advances , 10, eadq8492.
Decardi-Nelson, B., & You, F.* (2024). Artificial Intelligence can regulate light and climate systems to reduce energy use in plant factories and support sustainable food production. Nature Food , 5, 869–881. [Select Media Coverage]
Lal, A., & You, F.* (2024). Climate Sustainability through a Dynamic Duo: Green Hydrogen and Crypto Driving Energy Transition and Decarbonization. Proceedings of the National Academy of Sciences (PNAS ), 121, e2313911121. [Select Media Coverage]
Balaji, R.K., & You, F.* (2024). Sailing towards sustainability: offshore wind’s green hydrogen potential for decarbonization in coastal USA. Energy & Environmental Science , 17, 6138-6156. [Cover Art of August 2024 issue of Energy & Environmental Science ]
Zhao, X., & You, F.* (2024). Microplastic Human Dietary Uptake from 1990 to 2018 Grew Across 109 Major Developing and Industrialized Countries but Can Be Halved by Plastic Debris Removal. Environmental Science & Technology , 58, 8709–8723. [Cover Art of May 2024 issue of Environmental Science & Technology ]
Tan, T., Genova, G., Heuvelink, G., Lehmann, J., Poggio, L, Woolf, D., & You, F.* (2024). The importance of terrain and climate for predicting soil organic carbon is highly variable across local to continental scales. Environmental Science & Technology , 58, 26, 11492–11503.
Wang, Z., Liu, S., Tao, K., Chen, A., Duan, H., Han, Y., You, F.,* Liu, G.,*, Li, J.* (2024). Interpretable Surrogate Learning for Electronic Material Generation. ACS Nano , 18, 49, 33587–33601. [Cover Art of December 2024 issue of ACS Nano ]
Yang, Z., Shi, A., Zhang, R., Ji, Z., Li, J., Lyu, J., Qian, J., Chen, T.,* Wang, X.,* You, F.,*, Xie, J.* (2024). When Metal Nanoclusters Meet Smart Synthesis. ACS Nano , 18, 40, 27138–27166.
Li, S., & You, F.* (2024). GenAI for Scientific Discovery in Electrochemical Energy Storage: State-of-the-art and Perspectives from Nano- and Micro-Scale. Small , 20, 2406153. [Frontispiece of December 2024 issue of Small ]
Ajagekar, A., & You, F.* (2024). Variational quantum circuit learning-enabled robust optimization for AI data center energy control and decarbonization. Advances in Applied Energy , 14, 100179.
Zhang, Q., Liu, Y., Gao, H.O.*, & You, F.* (2024). A Data-Aided Robust Approach for Bottleneck Identification in Power Transmission Grids for Achieving Transportation Electrification Ambition: A Case Study in New York State. Advances in Applied Energy , 14, 100173.
Yang, S., Gao, H.O.*, & You, F.* (2024). Demand Flexibility and Cost-Saving Potentials via Smart Building Energy Management: Opportunities in Residential Space Heating Across the US. Advances in Applied Energy , 13, 100171.
Furlan, G., & You, F.* (2024). Robust design of hybrid solar power systems: Sustainable integration of concentrated solar power and photovoltaic technologies. Advances in Applied Energy , 13, 100164.
Zhao, B., Richardson, R.E., & You, F.* (2024). Microplastics monitoring in freshwater systems: A review of global efforts, knowledge gaps, and research priorities. Journal of Hazardous Materials , 477, 135329.
Ajagekar, A., & You, F.* (2024). Variational Quantum Circuit Based Demand Response in Buildings Leveraging a Hybrid Quantum-Classical Strategy. Applied Energy , 364, 123244.
Hu, G., & You, F.* (2024). AI-Enabled Cyber-Physical-Biological Systems for Smart Energy Management and Sustainable Food Production in A Plant Factory. Applied Energy , 356, 122334.
Ajagekar, A., Decardi-Nelson, B., & You, F.* (2024). Energy management for demand response in networked greenhouses with multi-agent deep reinforcement learning. Applied Energy , 355, 122349.
Xiao, T., & You, F.* (2024). Physically consistent deep learning-based day-ahead energy dispatching and thermal comfort control for grid-interactive communities. Applied Energy , 353, 122133.
Chen, W., & You, F.* (2024). Sustainable energy management and control for Decarbonization of complex multi-zone buildings with renewable solar and geothermal energies using machine learning, robust optimization, and predictive control. Applied Energy , 372, 123802.
Tian, X., & You, F.* (2024). Broaden sustainable design and optimization of decarbonized campus Energy systems with scope 3 emissions accounting and social ramification analysis. Applied Energy , 373, 123963.
Liu, Y. Tayarani, M., You, F.*, & Gao, H.O.* (2024). Bayesian Optimization for Battery Electric Vehicle Charging Station Placement by Agent-based Demand Simulation. Applied Energy , 375, 123975.
Preuss, N., Alshehri, A.S., & You, F.* (2024). Large Language Models for Life Cycle Assessments: Opportunities, Challenges, and Risks. Journal of Cleaner Production , 466, 142824.
Chen, W., & You, F.* (2024). Decarbonization through Smart Energy Management: Climate Control in Building-Integrated Rooftop Greenhouses for Urban Agriculture Across Various Climate Conditions. Journal of Cleaner Production , 458, 142544.
Lal, A., Niaz, H., Liu, J.J.*, & You, F.* (2024). Can bitcoin mining empower energy transition and fuel sustainable development goals in the US? Journal of Cleaner Production , 439, 140799.
Zhao, X., & You, F.* (2024). From Sustainable Macro Debris Chemical Recycling to Microplastic Reclamation: Overview, Research Challenges, and Outlook. Journal of Cleaner Production , 454, 142281.
Tao, Y., You, S., Zhu, J., & You, F.* (2024). Energy, climate, and environmental sustainability of trend toward occupational-dependent hybrid work: Overview, research challenges, and outlook. Journal of Cleaner Production , 442, 141083.
Preuss, N., & You, F.* (2024). Consequential versus attributional life cycle optimization of poultry manure management technologies in a food-energy-water-waste nexus. Journal of Cleaner Production , 469, 143133.
Jia, R., & You, F.* (2024). Application of Robust Model Predictive Control Using Principal Component Analysis to an Industrial Thickener. IEEE Transactions on Control Systems Technology , 32, 1090-1097.
Alshehri, A.S., Horstmann, K., & You, F.* (2024). A Versatile Deep Learning Pipeline for Transferable Chemical Data Extraction. Journal of Chemical Information and Modeling , 64, 15, 5888–5899. [Cover Art of August 2024 issue of Journal of Chemical Information and Modeling ]
Sun, X., & You, F.* (2024). Beyond Wages: The Transformative Role of Strikes in Accelerating Transportation Electrification. Nexus , 1, 100015.
Li, S., Gao, H.O., & You, F.* (2024). AI for Science in Electrochemical Energy Storage: A Multi-Scale Systems Perspective on Transportation Electrification. Nexus , 1, 100026.
Balaji, R.K., Preuss, N., & You, F.* (2024). From fertilizer to fuel: Ammonia’s evolution and role in global decarbonization. Nexus , 1, 100040.
Zhao, B., Richardson, R.E., & You, F.* (2024). Advancing Microplastic Analysis in the Era of Artificial Intelligence: from Current Applications to the Promise of Generative AI. Nexus , 1, 100043. [Cover Art of December 2024 issue of Nexus ]
Decardi-Nelson, B., Alshehri, A.S., Ajagekar, A., & You, F.* (2024). Generative AI and Process Systems Engineering: The Next Frontier. Computers & Chemical Engineering , 187, 108723.
Alhamoud, K., Ghunaim, Y., Alshehri, A.S., Li, G., Ghanem, B.*, & You, F.* (2024). Leveraging 2D molecular graph pretraining for improved 3D conformer generation with graph neural networks. Computers & Chemical Engineering , 183, 108622.
Decardi-Nelson, B., Alshehri, A.S., & You, F.* (2024). Generative artificial intelligence in chemical engineering spans multiple scales. Frontiers in Chemical Engineering , 6, 1458156.
Li, H., Qiu, T., & You, F. (2024). AI-based optimal control of fed-batch biopharmaceutical process leveraging deep reinforcement learning. Chemical Engineering Science , 292, 119990.
Wang, C., Wang, B., & You, F. (2024). Demand response for residential buildings using Hierarchical Nonlinear Model Predictive Control for Plug-and-Play. Applied Energy , 369, 123581.
Zhang, Y., Ma, T., Yang, H., Cao, S., & You, F. (2024). Experimental study and techno-enviro-economic analysis of pavement-integrated photovoltaic/thermal applications in different cities considering the ground influence. Energy , 306, 132449.
Jiang, P., Sonne, C., Li, W., You, F., & You, S. (2024). Preventing the Immense Increase in the Life-Cycle Energy and Carbon Footprints of LLM-Powered Intelligent Chatbots. Engineering , 40, 202-210.
2023
Lal, A., & You, F.* (2023). Climate Concerns and the Future of Non-Fungible Tokens: Leveraging Environmental Benefits of the Ethereum Merge. Proceedings of the National Academy of Sciences (PNAS ), 120, e2303109120. [Select Media Coverage]
Tao, Y., Yang, L.*, Jaffe, S., Amini, F., Bergen, P., Hecht, B., & You, F.* (2023). Climate mitigation potentials of teleworking are sensitive to changes in lifestyle and workplace rather than ICT usage. Proceedings of the National Academy of Sciences (PNAS ), 120, e2304099120. [Select Media Coverage]
Zhang, C., Zhao, X., Sacchi, R., & You, F.* (2023). Trade-off between critical metal requirement and transportation decarbonization in automotive electrification. Nature Communications , 14, 1616. [Select Media Coverage]
Liang, H., & You, F.* (2023). Reshoring silicon photovoltaics manufacturing contributes to decarbonization and climate change mitigation. Nature Communications , 14, 1274. [Select Media Coverage]
Lal, A. & You, F.* (2023). Will reshoring manufacturing of advanced electric vehicle battery support renewable energy transition and climate targets? Science Advances , 9, adg6740. [Select Media Coverage]
Ajagekar, A., & You, F.* (2023). Molecular Design with Automated Quantum Computing-based Deep Learning and Optimization. npj Computational Materials , 9, 143.
Tian, X., Roose, B., Stranks, S.D., & You, F.* (2023). Periodic Module Rejuvenation Provides Early Market Entry for Circular All-Perovskite Tandem Photovoltaic Technologies. Energy & Environmental Science , 16, 5551-5567. [Cover Art of December 2023 issue of Energy & Environmental Science ]
Zhao, N., & You, F.* (2023). Growing Metaverse Sector Can Reduce Greenhouse Gas Emissions by 10 Gt CO2e in the United States by 2050. Energy & Environmental Science , 16, 2382-2397. [Cover Art of June 2023 issue of Energy & Environmental Science ]
Zhao, X., & You, F.* (2023). Cascading Polymer Macro-Debris Upcycling and Microparticle Removal As An Effective Life Cycle Plastic Pollution Mitigation Strategy. Environmental Science & Technology , 57, 6506-6519. [Cover Art of April 2023 issue of Environmental Science & Technology ]
Mukherjee, F., Shi, A., Wang, X., You, F.*, & Abbott, N.L.* (2023). Liquid Crystals as Multifunctional Interfaces for Trapping and Characterizing Colloidal Microplastics. Small , 19, 2207802.
Ajagekar, A., & You, F.* (2023). Deep Reinforcement Learning Based Unit Commitment Scheduling under Load and Wind Power Uncertainty. IEEE Transactions on Sustainable Energy , 14, 803-812.
Lal, A., & You, F.* (2023). Targeting climate‐neutral hydrogen production: Integrating brown and blue pathways with green hydrogen infrastructure via a novel superstructure and simulation‐based life cycle optimization. AIChE Journal , 69, e17956. [Cover Art of January 2023 issue of AIChE Journal ] [CEP Highlight ]
Bang, R.S., Bergman, M., Li, T., Mukherjee, F., Alshehri, A.S., Abbott, N.L., Crook, N.C., Velev, O.D., Hall, C.K., & You, F.* (2023). An integrated chemical engineering approach to understanding microplastics. AIChE Journal , 69, e18020.
Tao, Y., Zhu, S., Smith, J., Lakhani, N., & You, F.* (2023) Environmental Sustainability of the Globalized Pharmaceutical Supply Chains: The Case of Tenofovir Disoproxil Fumarate. ACS Sustainable Chemistry & Engineering , 11, 17, 6510–6522. [Cover Art of May 2023 issue of ACS Sustainable Chemistry & Engineering ]
Lal, A., Zhu, J., & You, F.* (2023). From Mining to Mitigation: How Bitcoin Can Support Renewable Energy Development and Climate Action. ACS Sustainable Chemistry & Engineering , 11, 16330–16340. [Cover Art of November 2023 issue of ACS Sustainable Chemistry & Engineering ]
Xiao, T., & You, F.* (2023). Building thermal modeling and model predictive control with physically consistent deep learning for decarbonization and energy optimization. Applied Energy , 342, 121165.
Xie, J., Ajagekar, A., & You, F.* (2023). Multi-Agent attention-based deep reinforcement learning for demand response in grid-responsive buildings. Applied Energy , 342, 121162.
Hu, G., & You, F.* (2023). An AI framework integrating physics-informed neural network with predictive control for energy-efficient food production in the built environment. Applied Energy , 348, 121450.
Lal, A., Renaldy, T., Breuning, L., Hamacher, T., & You, F.* (2023). Electrifying light commercial vehicles for last-mile deliveries: Environmental and economic perspectives. Journal of Cleaner Production , 416, 137933.
Kumdokrub, T., Carson, S., & You, F.* (2023). Cornell University campus metabolism and circular economy using a living laboratory approach to study major resource and material flows. Journal of Cleaner Production , 421, 138469.
Zhu, S., Preuss, N., & You, F.* (2023). Advancing sustainable development goals with machine learning and optimization for wet waste biomass to renewable energy. Journal of Cleaner Production , 422, 138606.
Jiang, P., Zhang, L., You, S., Fan, Y.V., Tan, R.R., Klemeš, J.J., & You, F. (2023). Blockchain technology applications in waste management: Overview, challenges and opportunities. Journal of Cleaner Production , 421, 138466.
Zhang, Q., Yan, J.*, Gao, H.O.*, & You, F.* (2023). A Systematic Review on Power Systems Planning and Operations Management with Grid Integration of Transportation Electrification at Scale. Advances in Applied Energy , 9, 100147.
Yang, S., Gao, H.O.*, & You, F.* (2023). Integrated optimization in operations control and systems design for carbon emission reduction in building electrification with distributed energy resources. Advances in Applied Energy , 12, 100144.
Hu, G., & You, F.* (2023). Multi-zone building control with thermal comfort constraints under disjunctive uncertainty using data-driven robust model predictive control. Advances in Applied Energy , 9, 100124.
Zhang, C., Yan, J.*, & You, F.* (2023). Critical metal requirement for clean energy transition: A quantitative review on the case of transportation electrification. Advances in Applied Energy , 9, 100116.
Yang, S., Gao, H.O.*, & You, F.* (2023). Building electrification and carbon emissions: Integrated energy management considering the dynamics of the electricity mix and pricing. Advances in Applied Energy , 9, 100141.
Ajagekar, A., Mattson, N.S., & You, F.* (2023). Energy-efficient AI-based Control of Semi-closed Greenhouses Leveraging Robust Optimization in Deep Reinforcement Learning. Advances in Applied Energy , 9, 100119.
Zhao, N., Zhang, H., Yang, X., Yan, J.*, & You, F.* (2023). Emerging Information and Communication Technologies for Smart Energy Systems and Renewable Transition. Advances in Applied Energy , 9, 100125.
Huang, W., Zhang, Q., & You, F.* (2023). Impacts of Battery Energy Storage Technologies and Renewable Integration on the Energy Transition in the New York State. Advances in Applied Energy , 9, 100126.
Zhong, R., Zhu, Y., Wang, X., Li, H., Wang, B., You, F., Rodríguez, L.F., Huang, J., Ting, K.C., Ying, Y., & Lin, T. (2023). Detect and attribute the extreme maize yield losses based on spatio-temporal deep learning. Fundamental Research , 3, 951-959.
2022
Bernal, D.E., Ajagekar, A., Harwood, S.M., Stober, S.T., Trenev, D., & You, F.* (2022). Perspectives of Quantum Computing for Chemical Engineering , AIChE Journal , 68, e17651. [Cover Art of June 2022 issue of AIChE Journal ] [CEP Highlight ]
Alshehri, A.S., Tula, A., You, F.*, & Gani, R.* (2022). Next Generation Pure Component Property Estimation Models: With and Without Machine Learning Techniques. AIChE Journal , 68, e17469.
Liang, H., Tsuei, M., Abbott, N.A., & You, F.* (2022). AI Framework with Computational Box Counting and Integer Programming Removes Quantization Error in Fractal Dimension Analysis of Optical Images. Chemical Engineering Journal , 446, 137058.
Alshehri, A.S, & You, F.* (2022). Deep learning to catalyze inverse molecular design. Chemical Engineering Journal , 444, 136669.
Ajagekar, A., Alhamoud, K., & You, F.* (2022). Hybrid Classical-Quantum Optimization Techniques for Solving Mixed-Integer Programming Problems in Production Scheduling. IEEE Transactions on Quantum Engineering , 3, 3102216.
Ning, C., & You, F.* (2022). Deep Learning based Distributionally Robust Joint Chance Constrained Economic Dispatch under Wind Power Uncertainty. IEEE Transactions on Power Systems , 37, 191-203.
Chen, W., & You, F.* (2022). Semi-Closed Greenhouse Climate Control Under Uncertainty via Machine Learning and Data-Driven Robust Model Predictive Control. IEEE Transactions on Control Systems Technology , 30 (3), 1186-1197.
Niaz, H., Shams, M.H., Liu, J.J., & You, F.* (2022). Mining Bitcoins with Carbon Capture and Renewable Energy for Carbon Neutrality Across States in the USA. Energy & Environmental Science , 15, 3551-3570. [Cover Art of September 2022 issue of Energy & Environmental Science ]
Zhao, X., & You, F.* (2022). Life Cycle Assessment of Microplastics Reveals Their Greater Environmental Hazards than Mismanaged Polymer Waste Losses. Environmental Science & Technology , 56, 16, 11780–11797.
Chen, W., & You, F.* (2022). Sustainable building climate control with renewable energy sources using nonlinear model predictive control. Renewable & Sustainable Energy Review s, 168, 112830.
Ajagekar, A., & You, F.* (2022). Quantum computing and quantum artificial intelligence for renewable and sustainable energy: A emerging prospect towards climate neutrality. Renewable & Sustainable Energy Review s, 165, 112493.
Zhao, N., & You, F.* (2022). Sustainable power systems operations under renewable energy induced disjunctive uncertainties via machine learning-based robust optimization. Renewable & Sustainable Energy Review s, 161, 112428.
Hu, G., & You, F.* (2022). Renewable energy-powered semi-closed greenhouse for sustainable crop production using model predictive control and machine learning for energy management. Renewable & Sustainable Energy Review s, 168, 112790.
Tian, X., Zhou, Y., Morris, B., & You, F.* (2022). Sustainable design of Cornell University campus energy systems toward climate neutrality and 100% renewables. Renewable & Sustainable Energy Review s, 161, 112383.
Zhao, X., Klemeš, J.J., & You, F.* (2022). Energy and environmental sustainability of waste personal protective equipment (PPE) treatment under COVID-19. Renewable & Sustainable Energy Review s, 153, 111786.
Chen, W., Mattson, N.S., & You, F.* (2022). Intelligent control and energy optimization in controlled environment agriculture via nonlinear model predictive control of semi-closed greenhouse. Applied Energy , 320, 119334.
Yang, S., Gao, H.O.*, & You, F.* (2022). Model Predictive Control in Phase-Change-Material-Wallboard-Enhanced Building Energy Management Considering Electricity Price Dynamics. Applied Energy , 326, 120023.
Yang, S., Gao, H.O.*, & You, F.* (2022). Model Predictive Control for Demand- and Market-Responsive Building Energy Management by Leveraging Active Latent Heat Storage. Applied Energy , 327, 120054.
Zhao, N., & You, F.* (2022). Toward Carbon-Neutral Electric Power Systems in the New York State: a Novel Multi-Scale Bottom-Up Optimization Framework Coupled with Machine Learning for Capacity Planning at Hourly Resolution. ACS Sustainable Chemistry & Engineering , 10, 5, 1805–1821. [Cover Art of February 2022 issue of ACS Sustainable Chemistry & Engineering ]
Sun, L., Kaufman, M.F., Sirk, E.A., Durgaa, S., Mahowald, N.M., & You, F.* (2022). COVID-19 impact on an academic Institution’s greenhouse gas inventory: The case of Cornell University. Journal of Cleaner Production , 363, 132440.
Niaz, H., Liu, J.J., & You, F.* (2022). Can Texas mitigate wind and solar curtailments by leveraging bitcoin mining? Journal of Cleaner Production , 364, 132700.
Zhao, X., Klemeš, J.J., Saxon, M., & You, F.* (2022). How sustainable are the biodegradable medical gowns via environmental and social life cycle assessment? Journal of Cleaner Production , 380, 135153.
Alshehri, A.S., & You, F.* (2022). Machine learning for multiscale modeling in computational molecular design. Current Opinion in Chemical Engineering , 36, 100752.
Ajagekar, A., & You, F.* (2022). New Frontiers of Quantum Computing in Chemical Engineering. Korean Journal of Chemical Engineering , 39, 811–820.
Andersson, M.P., Jones, M.N., Mikkelsen, K.V., You, F., & Mansouri, S.S (2022). Quantum computing for chemical and biomolecular product design. Current Opinion in Chemical Engineering , 36, 100754.
Fan, Y.V., Jiang, P., Tan, R.R., Aviso, K.B., You, F., Zhao, X., Lee, C.T., & Klemeš, J.J. (2022). Forecasting Plastic Waste Generation and Interventions for Environmental Hazard Mitigation. Journal of Hazardous Materials , 424, 127330.
Chin, H.H., Varbanov, P.S., You, F., Sher, F., & Klemeš, J.J. (2022). Plastic Circular Economy Framework using Hybrid Machine Learning and Pinch Analysis. Resources, Conservation & Recycling , 184, 106387.
Li, J.H., Kebreab, E., You, F., Fadel, J.G., Hansen, T.L., VanKerkhove, C., & Reed, K.F. (2022). The application of nonlinear programming on ration formulation for dairy cattle. Journal of Dairy Science , 105, 2180–2189.
Jia, C., Pang, M., Lu, Y., Liu, Y., Zhuang, M., Liu, B., Lu, J., Wei, T., Wang, L., Bian, T., Wang, M., Yu, F., Sun, L., Lin, L., Teng, T., Wu, X., He, Z., Gao, J., Luo, J., Zhang, S., Feng, L., Yin, X., You, F., Li, G., Zhang, L., Zhu, Y., Zhu, X., & Yang, Y. (2022). Graphene environmental footprint greatly reduced when derived from biomass waste via flash Joule heating. One Earth , 5, 1394-1403.
2021
Tao, Y., Steckel, D., Klemeš, J.J., & You, F.* (2021). Trend towards virtual and hybrid conferences may be an effective climate change mitigation strategy. Nature Communications , 12, 7324. [Select Media Coverage]
Tian, X., Stranks, S.D., & You, F.* (2021). Life cycle assessment of recycling strategies for perovskite photovoltaic modules. Nature Sustainability , 4, 821–829. [Select Media Coverage]
Tao, Y., Rahn, C.D., Archer, L.A., & You, F.* (2021). Second life and recycling: Energy and environmental sustainability perspectives for high-performance lithium-ion batteries. Science Advances , 7, eabi7633. [Select Media Coverage]
Shang, C., & You, F.* (2021). A Posteriori Probabilistic Bounds of Convex Scenario Programs with Validation Tests. IEEE Transactions on Automatic Control , 66, 9, 4015-4028.
Qiu, H., Gu, W., & You, F.* (2021). Bilayer Distributed Optimization for Robust Microgrid Dispatch With Coupled Individual-Collective Profits. IEEE Transactions on Sustainable Energy , 12 (3), 1525-1538.
Ajagekar, A., & You, F.* (2021). Quantum Computing based Hybrid Deep Learning for Fault Diagnosis in Electrical Power Systems. Applied Energy , 303, 117628. [Select Media Coverage]
Ning, C., & You, F.* (2021). Online Learning Based Risk-Averse Stochastic MPC of Constrained Linear Uncertain Systems. Automatica , 125, 109402.
Zhao, X., & You, F.* (2021). Consequential Life Cycle Assessment and Optimization of High-Density Polyethylene Plastic Waste Chemical Recycling. ACS Sustainable Chemistry & Engineering , 9, 36, 12167–12184. [Cover Art of September 2021 issue of ACS Sustainable Chemistry & Engineering ]
Tian, X., & You, F.* (2021). Energy and Environmental Sustainability Assessment of Photovoltaics Transition toward Perovskite–Perovskite Tandems from the Attributional and Consequential Perspectives. ACS Sustainable Chemistry & Engineering , 9, 33, 11247–11257. [Cover Art of August 2021 issue of ACS Sustainable Chemistry & Engineering ]
Sun, L., Jin, Y., Shen, J., & You, F.* (2021). Sustainable Residential Micro-Cogeneration System based on Fuel Cell using Dynamic Programming based Economic Day-ahead Scheduling. ACS Sustainable Chemistry & Engineering , 9, 3258–3266. [Cover Art of March 2021 issue of ACS Sustainable Chemistry & Engineering ]
Zhao, X., & You, F.* (2021). Waste High-Density Polyethylene Recycling Process Systems for Mitigating Plastic Pollution through Sustainable Design. AIChE Journal , 67, e17127.
Jia, R., & You, F.* (2021). Multi-stage economic model predictive control for a gold cyanidation leaching process under uncertainty. AIChE Journal , 67, e17043.
Alshehri, A.S, & You, F.* (2021). Paradigm Shift: The Promise of Deep Learning in Molecular Systems Engineering and Design. Frontiers in Chemical Engineering , 3, 700717.
Zhao, N., & You, F.* (2021). Food-energy-water-waste nexus systems optimization for New York State under the COVID-19 pandemic to alleviate health and environmental concerns. Applied Energy , 282, 116181.
Zhao, X., & You, F.* (2021). Waste Respirator Processing System for Public Health Protection and Climate Change Mitigation under COVID-19 Pandemic: Novel Process Design and Energy, Environmental, and Techno-economic Perspectives. Applied Energy , 282, 116129.
Tao, Y., & You, F.* (2021). Can Decontamination and Reuse of N95 Respirators during COVID-19 Pandemic Provide Energy, Environmental, and Economic Benefits? Applied Energy , 304, 117848.
Zhao, N., & You, F.* (2021). New York State’s 100% renewable electricity transition planning under uncertainty using a data-driven multistage adaptive robust optimization approach with machine-learning. Advances in Applied Energy , 2, 100019.
Chen, W., & You, F.* (2021). Smart greenhouse control under harsh climate conditions based on data-driven robust model predictive control with principal component analysis and kernel density estimation. Journal of Process Control , 107, 103-113.
Jia, R., Zhang, S., & You, F.* (2021). Nonlinear soft sensor development for industrial thickeners using domain transfer functional-link neural network. Control Engineering Practice , 113, 104853.
Chen, W., Shang, C., Zhu, S., Haldeman, K., Santiago, M., Stroock, A.D., & You, F.* (2021). Data-driven robust model predictive control framework for stem water potential regulation and irrigation in water management. Control Engineering Practice , 113, 104841.
Pistikopoulos, E.N., Lee, J.H., Misener, R., Mitsos, A., Reklaitis, G.V., Venkatasubramanian, V., You, F., & Gani, R. (2021). Process Systems Engineering – The Generation Next? Computers & Chemical Engineering , 147, 107252.
Sun, L., & You, F.* (2021). Machine learning and data-driven techniques for the control of smart power generation systems: An uncertainty handling perspective. Engineering , 7 (9), 1239-1247.
Leonard, K.C., Hasan, F., Sneddon, H.F., You, F.* (2021). Can Artificial Intelligence and Machine Learning Be Used to Accelerate Sustainable Chemistry and Engineering? ACS Sustainable Chemistry & Engineering , 9, 6126–6129.
Park, J., You, F., Mun, H., & Lee, I. (2021). Liquefied natural gas supply chain using liquid air as a cold carrier: Novel method for energy recovery. Energy Conversion and Management , 227, 113611.
2020
Tian, X., Stranks, S.D., & You, F.* (2020). Life-cycle energy use and environmental implications of high-performance perovskite tandem solar cells. Science Advances , 6, eabb0055. [Select Media Coverage]
Ning, C., & You, F.* (2020). A Transformation-Proximal Bundle Algorithm for Multistage Adaptive Robust Optimization and Application to Constrained Robust Optimal Control. Automatica , 113, 108802.
Shang, C., Chen, W., Stroock, A.D., & You, F.* (2020). Robust Model Predictive Control of Irrigation Systems with Active Uncertainty Learning and Data Analytics. IEEE Transactions on Control Systems Technology , 28, 1493-1504. [Select Media Coverage]
Ajagekar, A., & You, F.* (2020). Quantum Computing Assisted Deep Learning for Fault Detection and Diagnosis in Industrial Process Systems. Computers & Chemical Engineering , 143, 107119. [Select Media Coverage]
Alshehri, A.S, Gani, R., & You, F.* (2020). Deep Learning and Knowledge-Based Methods for Computer-Aided Molecular Design – Toward a Unified Approach: State-of-the-Art and Future Directions. Computers & Chemical Engineering , 141, 107005.
Ajagekar, A., Humble, T., & You, F.* (2020). Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems. Computers & Chemical Engineering , 132, 106630.
Zhao, S., & You, F.* (2020). Distributionally Robust Chance Constrained Programming with Generative Adversarial Networks (GANs). AIChE Journal , 66, e16963.
Tian, X., Meyer, T., Lee, H., & You, F.* (2020). Sustainable Design of Geothermal Energy Systems for Electric Power Generation Using Life Cycle Optimization. AIChE Journal , 66, e16898.
Lu, S., Lee, J.H., & You, F.* (2020). Soft‐constrained model predictive control based on data‐driven distributionally robust optimization. AIChE Journal , 66, e16546.
Yancy-Caballero, D., Leperi. K.T., Bucior, B.J., Richardson, R.K., Islamoglu, T., Farha, O.K., You, F.*, & Snurr, R.Q.,* (2020). Process-level modelling and optimization to evaluate metal–organic frameworks for post-combustion capture of CO2. Molecular Systems Design & Engineering , 5, 1205-1218.
Bora, R.R., Wang, R., & You, F.* (2020). Waste Polypropylene Plastic Recycling toward Climate Change Mitigation and Circular Economy: Energy, Environmental, and Technoeconomic Perspectives. ACS Sustainable Chemistry & Engineering , 8, 16350–16363.
Zhao, N., Lehmann, J., & You, F.* (2020). Poultry Waste Valorization via Pyrolysis Technologies: Economic and Environmental Life Cycle Optimization for Sustainable Bioenergy Systems. ACS Sustainable Chemistry & Engineering , 8, 4633-4646.
Bora, R.R., Tao, Y., Lehmann, J., Tester, J.W., Richardson, R.E., & You, F.* (2020). Techno-economic Feasibility and Spatial Analysis of Thermochemical Conversion Pathways for Regional Poultry Waste Valorization. ACS Sustainable Chemistry & Engineering , 8, 5763-5775.
Tian, X., Richardson, R.E., Tester, J.W., Lozano, J., & You, F.* (2020). Retrofitting Municipal Wastewater Treatment Facilities towards Greener and Circular Economy by Virtue of Resource Recovery: Techno-economic Analysis and Life Cycle Assessment. ACS Sustainable Chemistry & Engineering , 8, 13823–13837.
Bora, R.R., Lei, M., Tester, J.W., Lehmann, J., & You, F.* (2020). Life Cycle Assessment and Techno-economic Analysis of Thermochemical Conversion Technologies Applied to Poultry Litter with Energy and Nutrient Recovery. ACS Sustainable Chemistry & Engineering , 8, 8436–8447.
Zhao, N., & You, F.* (2020). Can renewable generation, energy storage and energy efficient technologies enable carbon neutral energy transition? Applied Energy , 279, 115889.
Yao, J., & You, F.* (2020). Simulation-based optimization framework for economic operations of autonomous electric taxicab considering battery aging. Applied Energy , 279, 115721.
Nicoletti, J., & You, F.* (2020). Multiobjective economic and environmental optimization of global crude oil purchase and sale planning with noncooperative stakeholders. Applied Energy , 259, 114222.
Sun, L., Sun, W., & You, F.* (2020). Core temperature modelling and monitoring of lithium-ion battery in the presence of sensor bias. Applied Energy , 271, 115243.
Qiu, H., & You, F.* (2020). Decentralized-distributed robust electric power scheduling for multi-microgrid systems. Applied Energy , 269, 115146.
Sun, L., Jin, Y., & You, F.* (2020). Active Disturbance Rejection Temperature Control of Open-Cathode Proton Exchange Membrane Fuel Cell. Applied Energy , 261, 114381.
Jia, R., Zhang, S., & You, F.* (2020). Transfer learning for end-product quality prediction of batch processes using domain-adaption joint-Y PLS. Computers & Chemical Engineering , 140, 106943.
Cobo, S., You, F., Dominguez-Ramos, A., & Irabien, A. (2020). Non-cooperative game theory to ensure the marketability of organic fertilizers within a sustainable circular economy. ACS Sustainable Chemistry & Engineering , 8, 3809-3819.
Sun, L., Li, G., & You, F.* (2020). Combined internal resistance and state-of-charge estimation of lithium-ion battery based on extended state observer. Renewable & Sustainable Energy Review s, 131, 109994.
Bora, R.R., Richardson, R.E., & You, F.* (2020). Resource Recovery and Waste-to-Energy from Wastewater Sludge via Thermochemical Conversion Technologies in Support of Circular Economy: A Comprehensive Review. BMC Chemical Engineering , 2, 8.
Cao, Z., Wu, Q., Zhou, H., Chen, P., & You, F.* (2020). Dynamic modeling, systematic analysis, and operation optimization for Shell entrained-flow heavy residue gasifier. Energy , 197, 117220.
Park, J., You, F., Cho, H., Lee, I., & Moon, I. (2020). Novel Massive Thermal Energy Storage System for Liquefied Natural Gas Cold Energy Recovery. Energy , 195, 117022.
2019
Yue, D., Gao, J., Zeng, B., & You, F.* (2019). A projection-based reformulation and decomposition algorithm for global optimization of a class of mixed integer bilevel linear programs. Journal of Global Optimization , 73, 27-57.
Ning, C., & You, F.* (2019). Data-Driven Adaptive Robust Unit Commitment under Wind Power Uncertainty: A Bayesian Nonparametric Approach. IEEE Transactions on Power Systems , 34, 2409-2418.
Shang, C., & You, F.* (2019). A Data-Driven Robust Optimization Approach to Scenario-Based Stochastic Model Predictive Control. Journal of Process Control , 75, 24-39. [Select Media Coverage]
Leperi. K.T., Yancy-Caballero, D., Snurr, R.Q.,* & You, F.* (2019). Surrogate Models Based on Artificial Neural Networks to Simulate and Optimize Pressure Swing Adsorption Cycles for CO2 capture. Industrial & Engineering Chemistry Research , 58, 18241-18252.
Ning, C., & You, F.* (2019). Optimization under Uncertainty in the Era of Big Data and Deep Learning: When Machine Learning Meets Mathematical Programming. Computers & Chemical Engineering , 125, 434-448.
Ajagekar, A., & You, F.* (2019). Quantum computing for energy systems optimization: Challenges and opportunities. Energy , 179, 76-89.
Zhao, N., & You, F.* (2019). Dairy Waste-to-Energy Incentive Design using Stackelberg-Game-Based Modeling and Optimization. Applied Energy , 254, 113701.
Leperi, K., Chung, Y.G., You, F.* & Snurr, R.Q.* (2019). Development of a general evaluation metric for rapid screening of adsorbent materials for post-combustion CO2 capture. ACS Sustainable Chemistry & Engineering , 7, 11529-11539.
Thomassen, G., Van Dael, M., Van Passel, S., & You, F.* (2019). How to assess the potential of emerging green technologies? Towards a prospective environmental and techno-economic assessment framework. Green Chemistry , 21, 4868-4886.
Ning, C., & You, F.* (2019). Data-driven Wasserstein distributionally robust optimization for biomass with agricultural waste-to-energy network design under uncertainty. Applied Energy , 255, 113857.
Guillen-Gosalbez, G.*, You, F.*, Galan-Martin, A., Pozo, C., Grossmann, I.E. (2019) Process Systems Engineering thinking and tools applied to sustainability problems: Current landscape and future opportunities. Current Opinion in Chemical Engineering , 26, 170-179.
Zhao, S., & You, F.* (2019). Resilient Supply Chain Design and Operations with Decision-Dependent Uncertainty using Data-Driven Robust Optimization. AIChE Journal , 3, 1006-1021.
Nicoletti, J., Ning, C., & You, F.* (2019). Incorporating Agricultural Waste-to-Energy Pathways into Biomass Product and Process Network through Data-Driven Nonlinear Adaptive Robust Optimization. Energy , 180, 556-571.
Gao, J., Ning, C., & You, F.* (2019). Data-Driven Distributionally Robust Optimization for Shale Gas Supply Chain Design and Operations under Uncertainty. AIChE Journal , 3, 947-963.
Lee, I., Tester, J.W., & You, F.* (2019). Systems analysis, design, and optimization of geothermal energy systems for power production and polygeneration: State-of-the-art and future challenges. Renewable & Sustainable Energy Review s, 109, 551-577.
Tian, X., & You, F.* (2019). Carbon-neutral hybrid energy systems with deep water source cooling, biomass heating, and geothermal heat and power. Applied Energy , 250, 413-432.
Liao, Z., Hu, Y., Wang, J., Yang, Y., & You, F.* (2019). Systematic design and optimization of membrane-cryogenic hybrid system for CO2 capture. ACS Sustainable Chemistry & Engineering , 7, 17186-17197.
Thomassen, G., Van Dael, M., You, F., & Van Passel, S. (2019). A multi-objective optimization-extended environmental techno-economic assessment: Exploring the optimal microalgal-based value chain. Green Chemistry , 21, 5945-5959.
Zhao, L., & You, F.* (2019). A data-driven approach for industrial utility systems optimization under uncertainty. Energy , 182, 559-569.
Garcia, D.J., Lovett, B.M., & You, F.* (2019). Considering agricultural wastes and ecosystem services in Food-Energy-Water-Waste Nexus system design. Journal of Cleaner Production , 228, 941-955.
Zhao, S., & You, F.* (2019). Comparative Life Cycle Assessment of Li-ion Batteries through Process-based and Integrated Hybrid Approaches. ACS Sustainable Chemistry & Engineering , 7, 5082–5094.
Gao, J., & You, F.* (2019). A Stochastic Game Theoretic Framework for Decentralized Optimization of Multi-Stakeholder Supply Chains under Uncertainty. Computers & Chemical Engineering , 122, 31-46.
Lee, I., & You, F.* (2019). Systems design and analysis of liquid air energy storage from liquefied natural gas cold energy. Applied Energy , 242, 168-180.
Zhao, L., Ning, C., & You, F.* (2019). Operational Optimization of Industrial Steam Systems under Uncertainty Using Data-Driven Adaptive Robust Optimization. AIChE Journal
Shang, C., & You, F.* (2019). Data Analytics and Machine Learning for Smart Process Manufacturing: Recent Advances and Perspectives in the Big Data Era. Engineering , 5, 1010-1016.
Lee, I., Park, J., You, F.*, & Moon, I. (2019). A novel cryogenic energy storage system with LNG direct expansion regasification: Design, energy optimization, and exergy analysis. Energy , 173, 691-705.
Ma, J., & You, F.* (2019). Superstructure Optimization of Thermal Conversion Based Poultry litter Valorization Process. Journal of Cleaner Production , 228, 1111-1121.
Park, J., Lee, I., You, F.*, & Moon, I.* (2019). Economic process selection of LNG regasification: power generation and energy storage applications. Industrial & Engineering Chemistry Research , 58, 4946–4956.
Garcia, D.J., Mozaffar, M., Ren, H., Correa, J.E., Ehmann, K., Cao, J., & You, F. (2019). Repairing Automotive Dies with Directed Energy Deposition: Industrial Application and Life Cycle Analysis. Journal of Manufacturing Science and Engineering , 141, 021019.
Bennett, J.L., Garcia, D.J., Kendrick, M., Hartman, T., Hyatt, G., Ehmann, K., You, F., & Cao, J.; (2019). Sustainable Manufacturing with Cyber-physical Manufacturing Networks: Overview and Modeling Framework. Journal of Manufacturing Science and Engineering , 141, 021013.
2018
Masnadi, M.S., El-Houjeiri, H.M., Schunack, D., Li, Y., Englander, J.G., Badahdah, A., Monfort, J.-C., Anderson, J.E., Wallington, T.J., Bergerson, J.A., Gordon, D., Koomey, J., Przesmitzki, S., Azevedo, I.L., Bi, X.T., Duffy, J.E., Heath, G.A., Keoleian, G.A., McGlade, C., Meehan, D.N., Yeh, S., You, F., Wang, M.Q., Brandt, A.R. (2018). Global carbon intensity of crude oil production. Science , 361, 851-853. [Select Media Coverage]
Gao, J., & You, F.* (2018). Dynamic Material Flow Analysis-Based Life Cycle Optimization Framework and Application to Sustainable Design of Shale Gas Energy Systems. ACS Sustainable Chemistry & Engineering , 6, 11734–11752.
Gong, J., & You, F.* (2018). Resilient Design and Operations of Process Systems: Nonlinear Adaptive Robust Optimization Model and Algorithm for Resilience Analysis and Enhancement. Computers & Chemical Engineering , 116, 231-252.
Gao, J., & You, F.* (2018). Integrated Hybrid Life Cycle Assessment and Optimization of Shale Gas. ACS Sustainable Chemistry & Engineering , 6, 1803–1824. [Cover Art of June 2018 issue of ACS Sustainable Chemistry & Engineering ]
Ning, C., & You, F.* (2018). Data-Driven Stochastic Robust Optimization: General Computational Framework and Algorithm Leveraging Machine Learning for Optimization under Uncertainty in the Big Data Era. Computers & Chemical Engineering , 111, 115-133.
Yang, M., Tian, X., & You, F.* (2018). Manufacturing Ethylene from Wet Shale Gas and Biomass: Comparative Techno-economic Analysis and Environmental Life Cycle Assessment. Industrial & Engineering Chemistry Research , 57, 5980–5998. [Cover Art of May 2018 issue of Industrial & Engineering Chemistry Research ]
Liang, Y., Hui, C.W., & You, F.* (2018). Multi-Objective Economic-Resource-Production Optimization of Sustainable Organic Mixed Farming Systems with Nutrient Recycling. Journal of Cleaner Production , 196, 304-330.
Yang, M., & You, F.* (2018). Modular Methanol Manufacturing from Shale Gas: Techno-economic and Environmental Analyses of Conventional Large-scale Production versus Small-scale Distributed, Modular Processing. AIChE Journal , 2, 495–510.
Ning, C. & You, F.* (2018). Data-Driven Decision Making under Uncertainty Integrating Robust Optimization with Principal Component Analysis and Kernel Smoothing Methods. Computers & Chemical Engineering , 112, 190–210.
Gong, J., & You, F.* (2018). A New Superstructure Optimization Paradigm for Process Synthesis with Product Distribution Optimization: Application to An Integrated Shale Gas Processing and Chemical Manufacturing Process . AIChE Journal , 64, 123–143.
Shang, C., & You, F.* (2018). Distributionally Robust Optimization for Planning and Scheduling under Uncertainty. Computers & Chemical Engineering , 110, 53–68.
Garcia, D.J., & You, F.* (2018). Addressing Global Environmental Impacts Including Land Use Change in Life Cycle Optimization: Studies on Biofuels. Journal of Cleaner Production , 182, 313–330.
Zhou, H., Xie, T., & You, F.* (2018).On-line Simulation and Optimization of A Commercial-Scale Shell Entrained-flow Gasifier Using a Novel Dynamic Reduced Order Model. Energy , 149, 516–534.
Tang, Y., & You, F.* (2018). Multi-criteria Environmental and Economic Analysis of Municipal Solid Waste Incineration Power Plant with Carbon Capture and Separation from the Life Cycle Perspective. ACS Sustainable Chemistry & Engineering , 6, 937–956.
Ning, C., & You, F.* (2018). Adaptive Robust Optimization with Minimax Regret Criterion: Multiobjective Optimization Framework and Computational Algorithm for Planning and Scheduling under Uncertainty. Computers & Chemical Engineering , 108, 425-447.
Cao, Z., Tao, L., Zhang, Q., Zhou, H.*, Song, C., & You, F.* (2018). Systems Modeling, Simulation and Analysis for Robust Operations and Improved Design of Entrained-flow Pulverized Coal Gasifiers. Energy , 148, 941-964.
Tang, Y, & You, F.* (2018). Life Cycle Environmental and Economic Analysis of Pulverized Coal Oxy-fuel Combustion Combining with Calcium Looping Process or Chemical Looping Air Separation. Journal of Cleaner Production , 181, 271-292.
Zhou, H., Cai, Y., & You, F.* (2018). Systems Design, Modeling, and Thermo-Economic Analysis of Azeotropic Distillation Processes for Organic Waste Treatment and Recovery in Nylon Plants. Industrial & Engineering Chemistry Research , 57, 9994–10010.
He, C., Pan, M., Zhang, B., Chen, Q., You, F. & Ren, J. (2018). Monetizing Shale Gas to Polymers under Mixed Uncertainty: Stochastic Modeling and Likelihood Analysis. AIChE Journal , 64, 2017-2036.
López-DíazLuis, D.C., Lira-Barragán, F., Rubio-Castro, E., You, F., & Ponce-Ortega, J.M. (2018). Optimal design of water networks for shale gas hydraulic fracturing including economic and environmental criteria. Clean Technologies and Environmental Policy , 20, 2311–2332.
2017
Ning, C., & You, F.* (2017). Data-Driven Adaptive Nested Robust Optimization: General Modeling Framework and Efficient Computational Algorithm for Decision Making under Uncertainty. AIChE Journal , 63, 3790–3817.
Shang, C., Huang, X., & You, F.* (2017). Data-Driven Robust Optimization Based on Kernel Learning. Computers & Chemical Engineering , 106, 464–479.
Ning, C., & You, F.* (2017). A Data-Driven Multistage Adaptive Robust Optimization Framework for Planning and Scheduling under Uncertainty. AIChE Journal , 63, 4343–4369.
Gao, J., & You, F.* (2017). Can Modular Manufacturing Be the Next Game-Changer in Shale Gas Supply Chain Design and Operations for Economic and Environmental Sustainability? ACS Sustainable Chemistry & Engineering , 5, 10046–10071.
Gao, J., & You, F.* (2017). Modeling Framework and Computational Algorithm for Hedging Against Uncertainty in Sustainable Supply Chain Design using Functional-Unit-Based Life Cycle Optimization. Computers & Chemical Engineering , 107, 221-236.
Gao, J., & You, F.* (2017). Design and Optimization of Shale Gas Energy Systems: Overview, Research Challenges, and Future Directions. Computers & Chemical Engineering , 106, 699-718.
Gong, J., & You, F.* (2017). Consequential Life Cycle Optimization: General Conceptual Framework and Application to Algal Renewable Diesel Production. ACS Sustainable Chemistry & Engineering , 5, 5887–5911.
Garcia, D.J., & You, F.* (2017). Systems engineering opportunities for agricultural and organic waste management in the food–water–energy nexus. Current Opinion in Chemical Engineering , 18, 23–31.
Gong, J., Yang, M., & You, F.* (2017). A Systematic Simulation-based Process Intensification Method for Shale Gas Processing and NGLs Recovery Process Systems under Uncertain Feedstock Compositions. Computers & Chemical Engineering , 105, 259-275.
Chung, Y.G., Bai, P., Haranczyk, M., Leperi, K., Li, P., Zhang, H., Wang, T.C., Duerinck, T., You, F., Hupp, J.T., Farha, O.K., Siepmann, I. & Snurr, R.Q. (2017). Computational Screening of Nanoporous Materials for Hexane and Heptane Isomer Separation. Chemistry of Materials , 29, 6315–6328.
Gao, J., & You, F.* (2017). Game Theory Approach to Optimal Design of Shale Gas Supply Chains with Consideration of Economics and Life Cycle Greenhouse Gas Emissions. AIChE Journal , 63, 2671–2693.
Yang, M., & You, F.* (2017). Comparative Techno-economic and Environmental Analysis of Ethylene and Propylene Manufacturing from Wet Shale Gas and Naphtha. Industrial & Engineering Chemistry Research , 56, 4038–4051. [Cover Art of May 2017 issue of Industrial & Engineering Chemistry Research ]
Sánchez-Bautista, A.F., Santibañez-Aguilar, J.E., You, F., & Ponce-Ortega, J.M. (2017). Optimal Design of Energy Systems Involving Pollution Trading through Forest Plantations. ACS Sustainable Chemistry & Engineering , 5, 2585–2604. [Cover Art of March 2017 issue of ACS Sustainable Chemistry & Engineering ]
Gao, J., & You, F.* (2017). Economic and Environmental Life Cycle Optimization of Noncooperative Supply Chains and Product Systems: Modeling Framework, Mixed-Integer Bilevel Fractional Programming Algorithm, and Shale Gas Application. ACS Sustainable Chemistry & Engineering , 5, 3362–3381.
Gong, J., & You, F.* (2017). Optimal processing network design under uncertainty for producing fuels and value-added bioproducts from microalgae: Two-stage adaptive robust mixed integer fractional programming model and computationally efficient solution algorithm. AIChE Journal , 63, 582–600.
Yue, D., & You, F.* (2017). Stackelberg-Game-Based Modeling and Optimization for Supply Chain Design and Operations: A Mixed Integer Bilevel Programming Framework. Computers & Chemical Engineering , 102, 81–95.
2016
Chung, Y.G., Gómez-Gualdrón, D.A., Li, P., Leperi, K., Deria, P., Zhang, H., Vermeulen, N.A., Stoddart, J.F., You, F., Hupp, J.T., Farha, O.K., & Snurr, R.Q. (2016). In silico discovery of metal-organic frameworks for pre-combustion CO2 capture using a genetic algorithm. Science Advances , 2, e1600909.
Gong, J., Garcia, D.J., & You, F.* (2016). Unraveling Optimal Biomass Processing Routes from Bioconversion Product and Process Networks under Uncertainty: An Adaptive Robust Optimization Approach. ACS Sustainable Chemistry & Engineering , 4, 3160–3173. [Cover Art of June 2016 issue of ACS Sustainable Chemistry & Engineering ]
Shi, H., & You, F.* (2016). Energy Optimization of Water Supply System Scheduling: Novel MINLP Model and Efficient Global Optimization Algorithm. AIChE Journal , 62, 4277–4296.
Yue, D., & You, F.* (2016). Optimal supply chain design and operations under multi-scale uncertainties: Nested stochastic robust optimization modeling framework and solution algorithm. AIChE Journal , 62, 3041–3055.
Garcia, D.J., & You, F.* (2016). The Water-Energy-Food Nexus and Process Systems Engineering: A New Focus. Computers & Chemical Engineering , 91, 49–67.
He, C., & You, F.* (2016). Deciphering the true life cycle environmental impacts and costs of the mega-scale shale gas-to-olefins projects in the United States. Energy & Environmental Science , 9, 820-840.
Yue, D., Pandya, S., & You, F.* (2016). Integrating Hybrid Life Cycle Assessment with Multiobjective Optimization: A Modeling Framework. Environmental Science & Technology , 50, 1501–1509.
Shi, H., & You, F.* (2016). A computational framework and solution algorithms for two-stage adaptive robust scheduling of batch manufacturing processes under uncertainty. AIChE Journal , 62, 687–703.
Ye, W., & You, F.* (2016). A Computationally Efficient Simulation-based Optimization Method with Region-wise Surrogate Modeling for Stochastic Inventory Management of Supply Chains with General Network Structures. Computers & Chemical Engineering , 87, 164–179.
Leperi, K., Snurr, R.Q. & You, F.* (2016). Optimization of Two-Stage Pressure/Vacuum Swing Adsorption with Variable Dehydration Level for Post-Combustion Carbon Capture. Industrial & Engineering Chemistry Research , 55, 3338–3350.
Yue, C, You, F., & Huang, Y. (2016). Thermal and economic analysis of an energy system of an ORC coupled with vehicle air conditioning. International Journal of Refrigeration , 64, 152–167.
2015
Gong, J., & You, F.* (2015). Sustainable Design and Synthesis of Energy Systems. Current Opinion in Chemical Engineering , 10, 77-86.
Chu, Y., & You, F.* (2015). Model-based integration of control and operations: Overview, challenges, advances, and opportunities. Computers & Chemical Engineering , 83, 2-20.
Garcia, D.J., & You, F.* (2015). Supply Chain Design and Optimization: Challenges and Opportunities. Computers & Chemical Engineering , 81, 153-170.
Gao, J., & You, F.* (2015). Deciphering and handling uncertainty in shale gas supply chain design and optimization: Novel modeling framework and computationally efficient solution algorithm. AIChE Journal , 61, 3739-3755.
Shi, H., & You, F.* (2015). A Novel Adaptive Surrogate Modeling based Algorithm for Simultaneous Optimization of Sequential Batch Process Scheduling and Dynamic Operations. AIChE Journal , 61, 4191-4209.
Gao, J., & You, F.* (2015). Shale Gas Supply Chain Design and Operations towards Better Economic and Life Cycle Environmental Performance: MINLP Model and Global Optimization Algorithm. ACS Sustainable Chemistry & Engineering , 3, 1282-1291.
Gong, J., Darling, S.B., & You, F.* (2015). Perovskite Photovoltaics: Life-Cycle Assessment of Energy and Environmental Impacts. Energy & Environmental Science , 8, 1953-1968. [Cover Art of July 2015 issue of Energy & Environmental Science ] [Select Media Coverage]
Yue, D., Gong, J., & You, F.* (2015). Synergies between Geological Sequestration and Microalgae Biofixation for Greenhouse Gas Abatement: Life Cycle Design of Carbon Capture, Utilization, and Storage Supply Chains. ACS Sustainable Chemistry & Engineering , 3, 841-861.
Garcia, D.J., & You, F.* (2015). Network-based Life Cycle Optimization of the Net Atmospheric CO2-eq Ratio (NACR) of Fuels and Chemicals Production from Biomass. ACS Sustainable Chemistry & Engineering , 3, 1732-1744.
Gao, J., & You, F.* (2015). Optimal Design and Operations of Supply Chain Networks for Water Management in Shale Gas Production: MILFP Model and Algorithms for the Water-Energy Nexus. AIChE Journal , 61, 1184-1208.
Gong, J., & You, F.* (2015). Value-Added Chemicals from Microalgae: Greener, More Economical, or Both? ACS Sustainable Chemistry & Engineering , 3, 82-96.
He, C., & You, F.* (2015). Towards More Cost-Effective and Greener Chemicals Production from Shale Gas by Integrating with Bioethanol Dehydration: Novel Process Design and simulation-based Optimization. AIChE Journal , 61, 1209-1232.
Chu, Y., You, F.*, Wassick, J.M., & Agarwal, A. (2015). Simulation-based optimization framework for multi-echelon inventory systems under uncertainty. Computers & Chemical Engineering , 73, 1-16.
Garcia, D.J., & You, F.* (2015). Life Cycle Network Modeling Framework and Solution Algorithms for Systems Analysis and Optimization of the Water-Energy Nexus. Processes , 3, 514-539
Shi, H., Chu, Y., & You, F.* (2015). Novel Optimization Model and Efficient Solution Method for Integrating Dynamic Optimization with Process Operations of Continuous Manufacturing Processes. Industrial & Engineering Chemistry Research , 54, 2167-2187.
Chu, Y., You, F.*, Wassick, J.M., & Agarwal, A. (2015). Integrated planning and scheduling under production uncertainties: Bi-level model formulation and hybrid solution method. Computers & Chemical Engineering , 72, 255-272.
Garcia, D.J., & You, F.* (2015). Multiobjective optimization of product and process networks: General modeling framework, efficient global optimization algorithm, and case studies on bioconversion. AIChE Journal , 61, 530-554.
2014
Yue, D., You, F.*, & Snyder, S.W. (2014). Biomass-to-Bioenergy and Biofuel Supply Chain Optimization: Overview, Key Issues and Challenges. Computers & Chemical Engineering , 66, 36-56.
Gong, J., & You, F.* (2014). Global Optimization for Sustainable Design and Synthesis of Algae Processing Network for CO2 Mitigation and Biofuel Production using Life Cycle Optimization. AIChE Journal , 60, 3195-3210.
Yue, D., & You, F.* (2014). Fair Profit Allocation in Supply Chain Optimization with Transfer Price and Revenue Sharing: MINLP Model and Algorithm for Cellulosic Biofuel Supply Chains. AIChE Journal , 60, 3211-3229.
He, C., & You, F.* (2014). Shale gas processing integrating with ethylene production: Novel process designs, exergy analysis, and techno-economic analysis. Industrial & Engineering Chemistry Research , 53, 11442-11459.
Yue, D., & You, F.* (2014). Game-Theoretic Modeling and Optimization of Multi-echelon Supply Chain Design and Operation under Stackelberg Game and Market Equilibrium. Computers & Chemical Engineering , 71, 347-361.
Chu, Y., & You, F.* (2014). Moving horizon approach of integrating scheduling and control for sequential batch processes. AIChE Journal , 60, 1654-1671.
Zhong, Z., & You, F.* (2014). Globally Convergent Exact and Inexact Parametric Algorithms for Solving Large-Scale Mixed-Integer Fractional Programs and Applications in Process Systems Engineering. Computers & Chemical Engineering , 61, 90-101.
Gong, J., & You, F.* (2014). Optimal design and synthesis of algal biorefinery processes for biological carbon sequestration and utilization with zero direct greenhouse gas emissions: MINLP model and global optimization algorithm. Industrial & Engineering Chemistry Research , 53, 1563-1579.
Chu, Y., & You, F.* (2014). Integrated planning, scheduling, and dynamic optimization for batch processes: MINLP model formulation and efficient solution methods via surrogate modeling. Industrial & Engineering Chemistry Research , 53, 13391-13411.
Yue, D., You, F.*, & Darling, S.B. (2014). Domestic and Overseas Manufacturing Scenarios of Silicon-Based Photovoltaics: Life Cycle Energy and Environmental Comparative Analysis. Solar Energy , 105, 669-678. [Featured in Nature , (2014) 510: 317
Chu, Y., & You, F.* (2014). Integrated scheduling and dynamic optimization by Stackelberg game: Bi-level model formulation and efficient solution algorithm. Industrial & Engineering Chemistry Research , 53, 5564-5581.
Yue, D., Slivinsky, M., Sumpter, J., & You, F.* (2014). Sustainable design and operation of cellulosic bio-electricity supply chain networks with life cycle economic, environmental and social optimization. Industrial & Engineering Chemistry Research , 53, 4008-4029.
Chu, Y., You, F.*, & Wassick, J.M. (2014). Hybrid method integrating agent-based modeling and heuristic tree search for scheduling of complex batch processes. Computers & Chemical Engineering , 60, 277-296.
Tong, K., Gong, J., Yue, D., & You, F.* (2014). Stochastic Programming Approach to Optimal Design and Operations of Integrated Hydrocarbon Biofuel and Petroleum Supply Chains. ACS Sustainable Chemistry & Engineering , 2, 49-61.
Zhang, Q., Gong, J., Skwarczek, M., Yue, D., & You, F.* (2014). Sustainable Process Design and Synthesis of Hydrocarbon Biorefinery through Fast Pyrolysis and Hydroprocessing. AIChE Journal , 60, 980-994.
Tong, K., Gleeson, M.J., Rong, G., & You, F.* (2014). Optimal design of advanced ‘drop-in’ hydrocarbon biofuel supply chain integrating with existing petroleum refineries under uncertainty. Biomass & Bioenergy , 60, 108-120.
Wu, D., Yue, D., You, F., & Broadbelt, L.J. (2014). Computational Evaluation of Factors Governing Catalytic 2-Keto Acid Decarboxylation. Journal of Molecular Modeling , 20, 2310.
He, C., You, F., & Feng, X. (2014). A novel hybrid feedstock to liquids and electricity process: Process modeling and exergoeconomic life cycle optimization. AIChE Journal , 60, 3739-3753.
Singh, A., Chu, Y., & You, F.* (2014). Biorefinery Supply Chain Network Design under Competitive Feedstock Markets: An Agent-Based Simulation and Optimization Approach. Industrial & Engineering Chemistry Research , 53, 15111-15126.
Tong, K., You, F.*, & Rong, G. (2014). Robust design and operations of hydrocarbon biofuel supply chain integrating with existing petroleum refineries considering unit cost objective. Computers & Chemical Engineering , 68, 128-139.
2013
Chu, Y., & You, F.* (2013). Integration of Scheduling and Dynamic Optimization of Batch Processes under Uncertainty: Two-stage Stochastic Programming Approach and Enhanced Generalized Benders Decomposition Algorithm. Industrial & Engineering Chemistry Research , 52, 16851-16869.
Yue, D., Kim, M.A., & You, F.* (2013). Design of Sustainable Product Systems and Supply Chains with Life Cycle Optimization Based on Functional Unit: General Modeling Framework, Mixed-Integer Nonlinear Programming Algorithms and Case Study on Hydrocarbon Biofuels. ACS Sustainable Chemistry & Engineering , 1, 1003-1014.
Darling, S.B., & You, F. (2013). The case for organic photovoltaics. RSC Advances , 3, 17633-17648.
Gebreslassie, B.H., Waymire, R., & You, F.* (2013). Sustainable Design and Synthesis of Algae-Based Biorefinery for Simultaneous Hydrocarbon Biofuel Production and Carbon Sequestration . AIChE Journal , 59, 1599-1621.
Wang, B., Gebreslassie, B.H., & You, F.* (2013). Sustainable Design and Synthesis of Hydrocarbon Biorefinery via Gasification Pathway: Integrated Life Cycle Assessment and Technoeconomic Analysis with Multiobjective Superstructure Optimization. Computers & Chemical Engineering , 52, 55-76.
Gebreslassie, B.H., Slivinsky, M., Wang, B., & You, F.* (2013). Life Cycle Optimization for Sustainable Design and Operations of Hydrocarbon Biorefinery via Fast Pyrolysis, Hydrotreating and Hydrocracking. Computers & Chemical Engineering , 50, 71-91.
Yue, D., & You, F.* (2013). Sustainable Scheduling of Batch Processes under Economic and Environmental Criteria with MINLP Models and Algorithms. Computers & Chemical Engineering , 54, 44-59.
Chu, Y., & You, F.* (2013). Integration of production scheduling and dynamic optimization for multi-product CSTRs: Generalized Benders decomposition coupled with global mixed-integer fractional programming. Computers & Chemical Engineering , 58, 315-333.
Yue, D., & You, F.* (2013). Planning and Scheduling of Flexible Process Networks under Uncertainty with Stochastic Inventory: MINLP Models and Algorithm. AIChE Journal , 59, 1511-1532.
Chu, Y., & You, F.* (2013). Integrated Scheduling and Dynamic Optimization of Complex Batch Processes with General Network Structure Using a Generalized Benders Decomposition. Industrial & Engineering Chemistry Research , 52, 7867-7885.
Chu, Y., & You, F.* (2013). Integrated scheduling and dynamic optimization of sequential batch processes with online implementation. AIChE Journal , 59, 2379-2406.
Chu, Y., Wassick, J.M., & You, F.* (2013). Efficient scheduling method of complex batch processes with general network structure via agent-based modeling. AIChE Journal , 59, 2884–2906.
Yue, D., Guillén-Gosálbez, G., & You, F.* (2013). Global optimization of large-scale mixed-integer linear fractional programming problems: A reformulation-linearization method and process scheduling applications. AIChE Journal , 59, 4255-4272.
You, F., & Grossmann, I.E. (2013). Multi-cut Benders Decomposition Algorithm for Process Supply Chain Planning under Uncertainty. Annals of Operations Research , 210, 191–211.
2011-2012
Wassick, J.M., Agarwal, A., Akiya, N., Ferrio, J., Bury, S., & You, F. (2012). Addressing the Operational Challenges in the Development, Manufacture, and Supply of Advanced Materials and Performance Products. Computers & Chemical Engineering , 47, 157–169.
Chu, Y., & You, F.* (2012). Integration of scheduling and control with online closed-loop implementation: Fast computational strategy and large-scale global optimization algorithm . Computers & Chemical Engineering , 47, 248-268.
Yue, D., Khatav, P., You, F.*, & Darling, S.B. (2012). Deciphering the Uncertainties in Life Cycle Energy and Environmental Analysis of Organic Photovoltaics. Energy & Environmental Science , 5, 9163-9172. [Highlighted Graphic Abstract of November 2012 issue of Energy & Environmental Science ]
Gebreslassie, B.H., Yao, Y., & You, F.* (2012). Design under Uncertainty of Hydrocarbon Biorefinery Supply Chains: Multiobjective Stochastic Programming Models, Decomposition Algorithm and A Comparison between CVaR and Downside Risk . AIChE Journal , 58, 2155-2179.
You, F.*, Tao, L., Graziano, D., & Snyder, S.W. (2012). Optimal Design of Sustainable Cellulosic Biofuel Supply Chains: Multiobjective Optimization Coupled with Life Cycle Assessment and Input-Output Analysis . AIChE Journal , 58, 1157–1180.
You, F.*, & Wang, B. (2011). Life Cycle Optimization of Biomass-to-Liquids Supply Chains with Distributed-Centralized Processing Networks. Industrial & Engineering Chemistry Research , 50, 10102–10127.
Darling, S., You, F., Veselka, T., & Velosa, A. (2011). Assumptions and the Levelized Cost of Energy for Photovoltaics. Energy & Environmental Science , 4, 3133-3139. [Cover Art of September 2011 issue of Energy & Environmental Science ]
Zhong, Z., & You, F.* (2011). Oil Spill Response Planning with Consideration of Physicochemical Evolution of the Oil Slick: A Multiobjective Optimization Approach. Computers & Chemical Engineering , 35, 1614–1630.
You, F.*, & Leyffer, S. (2011). Mixed-Integer Dynamic Optimization for Oil Spill Response Planning with Integration of A Dynamic Oil Weathering Model . AIChE Journal , 57, 3555-3564.
2008-2011
You, F., Grossmann, I.E., & Wassick, J.M. (2011). Multisite Capacity, Production and Distribution Planning with Reactor Modifications: MILP Model, Bilevel Decomposition Algorithm vs. Lagrangean Decomposition Scheme . Industrial & Engineering Chemistry Research , 50, 4831–4849.
You, F., & Grossmann, I.E. (2011). Stochastic Inventory Management for Tactical Process Planning under Uncertainties: MINLP Model and Algorithms. AIChE Journal , 57, 1250-1277.
You, F., Pinto, J.M., Capon, E., Grossmann, I.E., Arora, N., & Megan, L. (2011). Optimal Distribution-Inventory Planning of Industrial Gases: I. Fast Computational Strategies for Large-Scale Problems . Industrial & Engineering Chemistry Research , 50, 2910-2927.
You, F., Pinto, J.M., Grossmann, I.E., & Megan, L. (2011). Optimal Distribution-Inventory Planning of Industrial Gases: II. MINLP Models and Algorithms for Stochastic Cases. Industrial & Engineering Chemistry Research , 50, 2928-2945.
You, F., & Grossmann, I.E. (2011). Balancing Responsiveness and Economics in the Design of Responsive Process Supply Chains with Multi-Echelon Stochastic Inventory . AIChE Journal, 57 , 178-192.
You, F., & Grossmann, I.E. (2010). Integrated Multi-Echelon Supply Chain Design with Inventories under Uncertainty: MINLP Models, Computational Strategies . AIChE Journal, 56 , 419-440.
You, F., Castro, P.M., & Grossmann, I.E. (2009). Dinkelbach’s algorithm as an efficient method to solve a class of MINLP models for large-scale cyclic scheduling problems . Computers & Chemical Engineering, 33 , 1879-1889.
You, F., Wassick, J.M., & Grossmann, I.E. (2009). Risk Management for Global Supply Chain Planning under Uncertainty: Models and Algorithms . AIChE Journal, 55 , 931-946.
You, F., & Grossmann, I.E. (2008). Mixed-Integer Nonlinear Programming Models and Algorithms for Large-Scale Supply Chain Design with Stochastic Inventory Management . Industrial & Engineering Chemistry Research, 47 , 7802-7817.
You, F., & Grossmann, I.E. (2008). Design of Responsive Supply Chains under Demand Uncertainty . Computers & Chemical Engineering, 32 , 3090-3111.
2005-2006
Yu, Y.-X., You, F., Tang, Y.-P., Gao, G.-H., & Li, Y.-G. (2006). Structure and Adsorption of A Hard-Core Multi-Yukawa Fluid Confined in A Slitlike Pore: Grand Canonical Monte Carlo Simulation and Density Functional Theory Study . Journal of Physical Chemistry B, 110 , 334-341.
You, F., Fu, S., Yu, Y.-X., & Gao, G.-H. (2005). Density functional for structures of colloids confined in a slit-like pore . Particuology, 3 (5), 265-270.
You, F., Yu, Y.-X., & Gao, G.-H. (2005). Structure of Inhomogeneous Attractive and Repulsive Hard-Core Yukawa Fluid: Grand Canonical Monte Carlo Simulation and Density Functional Theory Study . Journal of Physical Chemistry B, 109 , 3512–3518.
You, F., Yu, Y.-X., & Gao, G.-H. (2005). Structures and adsorption of binary hard-core Yukawa mixtures in a slitlike pore: Grand canonical Monte Carlo simulation and density-functional study . Journal of Chemical Physics, 123 , 114705.
Yu, Y.-X., Wu, J.-Z., You, F., & Gao, G.-H. (2005). A Self-Consistent Theory for the Inter and Intramolecular Correlation Functions of a Hard-Sphere-Yukawa-Chain Fluids . Chinese Physics Letter, 22 (1), 246-249.
Book Patents
Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems. Patent US11769070B2 (Anticipated expiration: Oct. 9, 2040).Quantum computing based deep learning for detection, diagnosis and other applications. Patent Application US17/796,154.Simulation-based optimization framework for controlling electric vehicles. Patent Application US18/019,657.Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems. Patent Application EP4042298A1.Quantum Computing-Enhanced Systems and Methods for Large-Scale Constrained Optimization. Patent Application US18/367,155Energy-Efficient Controlled Environment Plant Growth System with Artificial Intelligence. PCT Patent Application PCT/US2024/014364.Molecular Design with Automated Quantum Computing-based Deep Learning and Optimization. PCT Patent Application PCT/US2024/018975.
AI-Enabled Cyber-Physical-Biological Systems for Smart Energy Management and Sustainable Food Production in A Plant Factory. U.S. Provisional Patent Application Serial No. 63/599,936
Machine Learning System for Multi-Object Detection and Tracking. U.S. Provisional Patent Application Serial No. 63/537,060
Hybrid quantum-classical information processing system with variational quantum circuit and associated controller. PCT Patent Application PCT/US25/10061
Hybrid quantum-classical information processing system with variational quantum circuit for peptide design. U.S. Provisional Patent Application Serial No. 63/687,105
