Design of responsive supply chains under demand uncertainty. - Fengqi You; Ignacio E. Grossmann (Comput. Chem. Eng., 2008)

Dinkelbach's algorithm as an efficient method to solve a class of MINLP models for large-scale cyclic scheduling problems. - Fengqi You; Pedro M. Castro; Ignacio E. Grossmann (Comput. Chem. Eng., 2009)

Oil spill response planning with consideration of physicochemical evolution of the oil slick: A multiobjective optimization approach. - Zhixia Zhong; Fengqi You (Comput. Chem. Eng., 2011)

Real-time scheduling of batch processes via agent-based modeling. - Yunfei Chu; John M. Wassick; Fengqi You (CDC, 2012)

Online integration of scheduling and control for cyclic production in CSTR. - Yunfei Chu; Fengqi You (CDC, 2012)

Multiobjective optimization of hydrocarbon biorefinery supply chain designs under uncertainty. - Berhane H. Gebreslassie; Yuan Yao 005; Fengqi You (CDC, 2012)

Integration of scheduling and control with online closed-loop implementation: Fast computational strategy and large-scale global optimization algorithm. - Yunfei Chu; Fengqi You (Comput. Chem. Eng., 2012)

Addressing the operational challenges in the development, manufacture, and supply of advanced materials and performance products. - John M. Wassick; Anshul Agarwal; Naoko Akiya; Jeff Ferrio; Scott J. Bury; Fengqi You (Comput. Chem. Eng., 2012)

Decomposition method for solving integrated problem of cyclic scheduling and PI controller design. - Yunfei Chu; Fengqi You (ACC, 2013)

Integration of scheduling and dynamic optimization for sequential batch processes. - Yunfei Chu; Fengqi You (ACC, 2013)

Integration of planning, scheduling and stochastic inventory under uncertainty for flexible process networks. - Dajun Yue; Fengqi You (ACC, 2013)

A reformulation-linearization method for the global optimization of large-scale mixed-integer linear fractional programming problems and cyclic scheduling application. - Dajun Yue; Fengqi You (ACC, 2013)

Multicut Benders decomposition algorithm for process supply chain planning under uncertainty. - Fengqi You; Ignacio E. Grossmann (Ann. Oper. Res., 2013)

Integration of production scheduling and dynamic optimization for multi-product CSTRs: Generalized Benders decomposition coupled with global mixed-integer fractional programming. - Yunfei Chu; Fengqi You (Comput. Chem. Eng., 2013)

Life cycle optimization for sustainable design and operations of hydrocarbon biorefinery via fast pyrolysis, hydrotreating and hydrocracking. - Berhane H. Gebreslassie; Maxim Slivinsky; Belinda Wang; Fengqi You (Comput. Chem. Eng., 2013)

Sustainable design and synthesis of hydrocarbon biorefinery via gasification pathway: Integrated life cycle assessment and technoeconomic analysis with multiobjective superstructure optimization. - Belinda Wang; Berhane H. Gebreslassie; Fengqi You (Comput. Chem. Eng., 2013)

Sustainable scheduling of batch processes under economic and environmental criteria with MINLP models and algorithms. - Dajun Yue; Fengqi You (Comput. Chem. Eng., 2013)

Moving-horizon method for integrating scheduling and control. - Yunfei Chu; Fengqi You (ACC, 2014)

Integration of scheduling and dynamic optimization of batch processes under uncertainty. - Yunfei Chu; Fengqi You (ACC, 2014)

Integrated scheduling and dynamic optimization of network batch processes. - Yunfei Chu; Fengqi You (ACC, 2014)

Hybrid agent-based method for scheduling of complex batch processes. - Yunfei Chu; Fengqi You; John M. Wassick (ACC, 2014)

Parametric algorithms for global optimization of mixed-integer fractional programming problems in process engineering. - Zhixia Zhong; Fengqi You (ACC, 2014)

Simulation-based method for optimizing multi-echelon inventory systems. - Yunfei Chu; Fengqi You (CDC, 2014)

Integrated planning and scheduling by hybrid solution method. - Yunfei Chu; Fengqi You (CDC, 2014)

Optimization of water management in shale gas production process. - Jiyao Gao; Fengqi You (CDC, 2014)

Integrated planning, scheduling, and dynamic optimization for continuous processes. - Hanyu Shi 003; Yunfei Chu; Fengqi You (CDC, 2014)

Simulation-based optimization for multi-echelon inventory systems under uncertainty. - Yunfei Chu; Fengqi You (WSC, 2014)

Agent-based method for solving competitive biorefinery network design problem. - Akansha Singh; Yunfei Chu; Fengqi You (WSC, 2014)

Hybrid method integrating agent-based modeling and heuristic tree search for scheduling of complex batch processes. - Yunfei Chu; Fengqi You; John M. Wassick (Comput. Chem. Eng., 2014)

Robust design and operations of hydrocarbon biofuel supply chain integrating with existing petroleum refineries considering unit cost objective. - Kailiang Tong; Fengqi You; Gang Rong (Comput. Chem. Eng., 2014)

Game-theoretic modeling and optimization of multi-echelon supply chain design and operation under Stackelberg game and market equilibrium. - Dajun Yue; Fengqi You (Comput. Chem. Eng., 2014)

Biomass-to-bioenergy and biofuel supply chain optimization: Overview, key issues and challenges. - Dajun Yue; Fengqi You; Seth W. Snyder (Comput. Chem. Eng., 2014)

Globally convergent exact and inexact parametric algorithms for solving large-scale mixed-integer fractional programs and applications in process systems engineering. - Zhixia Zhong; Fengqi You (Comput. Chem. Eng., 2014)

Integrated planning, scheduling, and dynamic optimization for sequential batch processes. - Yunfei Chu; Fengqi You (ACC, 2015)

Fast optimization algorithms for large-scale mixed-integer linear fractional programming problems. - Jiyao Gao; Fengqi You (ACC, 2015)

An efficient global optimization algorithm for mixed-integer nonlinear fractional programs with separable concave terms. - Jian Gong; Fengqi You (ACC, 2015)

Robust optimization for integrated scheduling of sequential batch processes with dynamics. - Hanyu Shi 003; Fengqi You (ACC, 2015)

A fast simulation-based optimization method for inventory control of general supply chain networks under uncertainty. - Wenhe Ye; Fengqi You (ACC, 2015)

Bilevel programming approach for manufacturing facility investment optimization with non-cooperative suppliers and customers. - Dajun Yue; Fengqi You (ACC, 2015)

Stochastic programming approach to optimal design and operations of shale gas supply chain under uncertainty. - Jiyao Gao; Fengqi You (CDC, 2015)

Adaptive surrogate-based algorithm for integrated scheduling and dynamic optimization of sequential batch processes. - Hanyu Shi 003; Fengqi You (CDC, 2015)

Model-based integration of control and operations: Overview, challenges, advances, and opportunities. - Yunfei Chu; Fengqi You (Comput. Chem. Eng., 2015)

Integrated planning and scheduling under production uncertainties: Bi-level model formulation and hybrid solution method. - Yunfei Chu; Fengqi You; John M. Wassick; Anshul Agarwal (Comput. Chem. Eng., 2015)

Simulation-based optimization framework for multi-echelon inventory systems under uncertainty. - Yunfei Chu; Fengqi You; John M. Wassick; Anshul Agarwal (Comput. Chem. Eng., 2015)

Supply chain design and optimization: Challenges and opportunities. - Daniel J. Garcia; Fengqi You (Comput. Chem. Eng., 2015)

Data-driven robust MILP model for scheduling of multipurpose batch processes under uncertainty. - Chao Ning 002; Fengqi You (CDC, 2016)

The water-energy-food nexus and process systems engineering: A new focus. - Daniel J. Garcia; Fengqi You (Comput. Chem. Eng., 2016)

A computationally efficient simulation-based optimization method with region-wise surrogate modeling for stochastic inventory management of supply chains with general network structures. - Wenhe Ye; Fengqi You (Comput. Chem. Eng., 2016)

Leveraging big data for adaptive robust optimization of scheduling under uncertainty. - Chao Ning 002; Fengqi You (ACC, 2017)

Design and optimization of shale gas energy systems: Overview, research challenges, and future directions. - Jiyao Gao; Fengqi You (Comput. Chem. Eng., 2017)

Modeling framework and computational algorithm for hedging against uncertainty in sustainable supply chain design using functional-unit-based life cycle optimization. - Jiyao Gao; Fengqi You (Comput. Chem. Eng., 2017)

A systematic simulation-based process intensification method for shale gas processing and NGLs recovery process systems under uncertain feedstock compositions. - Jian Gong; Minbo Yang; Fengqi You (Comput. Chem. Eng., 2017)

Data-driven robust optimization based on kernel learning. - Chao Shang 002; Xiaolin Huang; Fengqi You (Comput. Chem. Eng., 2017)

Stackelberg-game-based modeling and optimization for supply chain design and operations: A mixed integer bilevel programming framework. - Dajun Yue; Fengqi You (Comput. Chem. Eng., 2017)

Data-Driven Nested Stochastic Robust Optimization: A General Computational Framework and Algorithm for Optimization under Uncertainty in the Big Data Era. - Chao Ning 002; Fengqi You (CoRR, 2017)

Nonlinear Adaptive Robust Optimization Model and Algorithm for Resilience Analysis and Enhancement. - Jian Gong; Fengqi You (ACC, 2018)

Operational Optimization of Shale Gas Processing under Feedstock Uncertainties with Updated Back-off Strategy. - Na Luo; Fengqi You (ACC, 2018)

Data-Driven Adaptive Robust Optimization Framework Based on Principal Component Analysis. - Chao Ning 002; Fengqi You (ACC, 2018)

Distributionally Robust Process Scheduling under Ambiguous Uncertainty. - Chao Shang 002; Fengqi You (ACC, 2018)

A Data-Driven Real-Time Irrigation Control Method Based on Model Predictive Control. - Cen Guo; Fengqi You (CDC, 2018)

A Transformation-Proximal Bundle Algorithm for Solving Multistage Adaptive Robust Optimization Problems. - Chao Ning 002; Fengqi You (CDC, 2018)

Chance Constrained Model Predictive Control via Active Uncertainty Set Learning and Calibration. - Chao Shang 002; Fengqi You (CDC, 2018)

Resilient design and operations of process systems: Nonlinear adaptive robust optimization model and algorithm for resilience analysis and enhancement. - Jian Gong; Fengqi You (Comput. Chem. Eng., 2018)

Adaptive robust optimization with minimax regret criterion: Multiobjective optimization framework and computational algorithm for planning and scheduling under uncertainty. - Chao Ning 002; Fengqi You (Comput. Chem. Eng., 2018)

Data-Driven Stochastic Robust Optimization: General Computational Framework and Algorithm Leveraging Machine Learning for Optimization under Uncertainty in the Big Data Era. - Chao Ning 002; Fengqi You (Comput. Chem. Eng., 2018)

Data-driven decision making under uncertainty integrating robust optimization with principal component analysis and kernel smoothing methods. - Chao Ning 002; Fengqi You (Comput. Chem. Eng., 2018)

Distributionally robust optimization for planning and scheduling under uncertainty. - Chao Shang 002; Fengqi You (Comput. Chem. Eng., 2018)

A data-driven robust optimization approach to scenario-based stochastic model predictive control. - Chao Shang 002; Fengqi You (CoRR, 2018)

A Transformation-Proximal Bundle Algorithm for Solving Large-Scale Multistage Adaptive Robust Optimization Problems. - Chao Ning 002; Fengqi You (CoRR, 2018)

Distributionally Robust Optimization of Shale Gas Supply Chains under Uncertainty. - Jiyao Gao; Fengqi You (ACC, 2019)

Chemical Process Scheduling under Disjunctive Uncertainty Using Data-Driven Multistage Adaptive Robust Optimization. - Chao Ning 002; Fengqi You (ACC, 2019)

Data-Driven Adaptive Robust Optimization Framework for Unit Commitment under Renewable Energy Generation Uncertainty. - Chao Ning 002; Fengqi You (ACC, 2019)

Robust Constrained Model Predictive Control of Irrigation Systems Based on Data-Driven Uncertainty Set Constructions. - Chao Shang 002; Wei-Han Chen; Fengqi You (ACC, 2019)

Industrial Steam Systems Optimization under Uncertainty Using Data-Driven Adaptive Robust Optimization. - Liang Zhao; Chao Ning 002; Fengqi You (ACC, 2019)

A stochastic game theoretic framework for decentralized optimization of multi-stakeholder supply chains under uncertainty. - Jiyao Gao; Fengqi You (Comput. Chem. Eng., 2019)

Optimization under uncertainty in the era of big data and deep learning: When machine learning meets mathematical programming. - Chao Ning 002; Fengqi You (Comput. Chem. Eng., 2019)

A projection-based reformulation and decomposition algorithm for global optimization of a class of mixed integer bilevel linear programs. - Dajun Yue; Jiyao Gao; Bo Zeng 001; Fengqi You (J. Glob. Optim., 2019)

Theoretical Exploration of Irrigation Control for Stem Water Potential through Model Predictive Control. - Wei-Han Chen; Chao Shang 002; Siyu Zhu; Kathryn Haldeman; Michael Santiago; Abraham Duncan Stroock; Fengqi You (ACC, 2020)

Efficient Greenhouse Temperature Control with Data-Driven Robust Model Predictive. - Wei-Han Chen; Fengqi You (ACC, 2020)

Multistage Model Predictive Control based on Data-Driven Distributionally Robust Optimization. - Shuwen Lu; Fengqi You (ACC, 2020)

Economically-Optimal Control of Electric Taxicab for Urban Driving Cycle. - Jiwei Yao; Fengqi You (ACC, 2020)

A Deep Learning Approach for Fault Detection and Diagnosis of Industrial Processes using Quantum Computing. - Akshay Ajagekar; Fengqi You (SMC, 2020)

A transformation-proximal bundle algorithm for multistage adaptive robust optimization and application to constrained robust optimal control. - Chao Ning 002; Fengqi You (Autom., 2020)

Quantum computing based hybrid solution strategies for large-scale discrete-continuous optimization problems. - Akshay Ajagekar; Travis S. Humble; Fengqi You (Comput. Chem. Eng., 2020)

Quantum computing assisted deep learning for fault detection and diagnosis in industrial process systems. - Akshay Ajagekar; Fengqi You (Comput. Chem. Eng., 2020)

Deep learning and knowledge-based methods for computer-aided molecular design - toward a unified approach: State-of-the-art and future directions. - Abdulelah S. Alshehri; Rafiqul Gani; Fengqi You (Comput. Chem. Eng., 2020)

Transfer learning for end-product quality prediction of batch processes using domain-adaption joint-Y PLS. - Runda Jia; Shulei Zhang; Fengqi You (Comput. Chem. Eng., 2020)

Distributionally Robust Chance Constrained Programming with Generative Adversarial Networks (GANs). - Shipu Zhao; Fengqi You (CoRR, 2020)

Robust Model Predictive Control of Irrigation Systems With Active Uncertainty Learning and Data Analytics. - Chao Shang 002; Wei-Han Chen; Abraham Duncan Stroock; Fengqi You (IEEE Trans. Control. Syst. Technol., 2020)

Data-Driven Ambiguous Joint Chance Constrained Economic Dispatch with Correlated Wind Power Uncertainty. - Chao Ning 002; Fengqi You (ACC, 2021)

Online learning based risk-averse stochastic MPC of constrained linear uncertain systems. - Chao Ning 002; Fengqi You (Autom., 2021)

Process systems engineering - The generation next?. - Efstratios N. Pistikopoulos; Ana Barbosa-Póvoa; Jay H. Lee; Ruth Misener; Alexander Mitsos; Gintaras V. Reklaitis; Venkat Venkatasubramanian; Fengqi You; Rafiqul Gani (Comput. Chem. Eng., 2021)

A Posteriori Probabilistic Bounds of Convex Scenario Programs With Validation Tests. - Chao Shang 002; Fengqi You (IEEE Trans. Autom. Control., 2021)

Deep Reinforcement Learning Based Automatic Control in Semi-Closed Greenhouse Systems. - Akshay Ajagekar; Fengqi You (ACC, 2022)

Deep Reinforcement Learning based Solution Approach for Unit Commitment under Demand and Wind Power Uncertainty. - Akshay Ajagekar; Fengqi You (ACC, 2022)

Hybrid Physics-based and Data-driven Model Predictive Control for Multi-Zone Building's Thermal Comfort Under Disjunctive Uncertainty. - Guoqing Hu; Fengqi You (ACC, 2022)

Robust Unit Commitment Optimization under Volatile Wind Power Outputs Assisted by Clustering-based Data-Driven Techniques. - Ning Zhao; Fengqi You (ACC, 2022)

Model Predictive Control for Price-Based Demand-Responsive Building Control by Leveraging Active Latent Heat Storage. - Shiyu Yang; Huaizhu Oliver Gao; Fengqi You (CDC, 2022)

Semiclosed Greenhouse Climate Control Under Uncertainty via Machine Learning and Data-Driven Robust Model Predictive Control. - Wei-Han Chen; Fengqi You (IEEE Trans. Control. Syst. Technol., 2022)

Thermal Comfort Control on Sustainable Building via Data-Driven Robust Model Predictive Control. - Wei-Han Chen; Shiyu Yang; Fengqi You (ACC, 2023)

Model Predictive Control for Distributed Energy Systems Management in Electrifying Buildings: carbon emission reduction in response to dynamic electricity price and carbon intensity. - Shiyu Yang; Huaizhu Oliver Gao; Fengqi You (ACC, 2023)

Attention Based Multi-Agent Reinforcement Learning for Demand Response in Grid-Responsive Buildings. - Jiahan Xie; Akshay Ajagekar; Fengqi You (CCTA, 2023)

Multi-agent Deep Reinforcement Learning for Energy Management in Grid-Responsive Networked Greenhouses. - Benjamin Decardi-Nelson; Akshay Ajagekar; Fengqi You (ACC, 2024)

Energy Scheduling and Control of Grid-Interactive Communities with Physically Consistent Deep Learning. - Tianqi Xiao; Fengqi You (ACC, 2024)

Leveraging 2D molecular graph pretraining for improved 3D conformer generation with graph neural networks. - Kumail Alhamoud; Yasir Ghunaim; Abdulelah S. Alshehri; Guohao Li 001; Bernard Ghanem; Fengqi You (Comput. Chem. Eng., 2024)

Generative AI and process systems engineering: The next frontier. - Benjamin Decardi-Nelson; Abdulelah S. Alshehri; Akshay Ajagekar; Fengqi You (Comput. Chem. Eng., 2024)

Versatile Deep Learning Pipeline for Transferable Chemical Data Extraction. - Abdulelah S. Alshehri; Kai A. Horstmann; Fengqi You (J. Chem. Inf. Model., 2024)

Application of Robust Model Predictive Control Using Principal Component Analysis to an Industrial Thickener. - Runda Jia; Fengqi You (IEEE Trans. Control. Syst. Technol., 2024)

Automated Essential Concept Discovery for Few-Shot Out-of-Distribution Detection. - Guangyao Chen; Kai A. Horstmann; Zhilong Wang; Fengqi You (CVPR Workshops, 2025)

Computer-aided molecular design by aligning generative diffusion models: Perspectives and challenges. - Akshay Ajagekar; Benjamin Decardi-Nelson; Chao Shang 002; Fengqi You (Comput. Chem. Eng., 2025)

De Novo Design of Multiple Microplastic-Binding Peptides with a Protein Language Model-Guided Generative Adversarial Network. - Siyuan Wang; Michael T. Bergman; Carol K. Hall; Fengqi You (J. Chem. Inf. Model., 2025)

Biogeochemistry-Informed Neural Network (BINN) for Improving Accuracy of Model Prediction and Scientific Understanding of Soil Organic Carbon. - Haodi Xu; Joshua Fan 002; Feng Tao; Lifen Jiang; Fengqi You; Benjamin Z. Houlton; Ying Sun; Carla P. Gomes; Yiqi Luo (CoRR, 2025)

Non-Iterative Coordination of Interconnected Power Grids via Dimension-Decomposition-Based Flexibility Aggregation. - Siyuan Wang; Cheng Feng; Fengqi You (CoRR, 2025)

Physics-informed machine learning for building performance simulation-A review of a nascent field. - Zixin Jiang; Xuezheng Wang; Han Li; Tianzhen Hong; Fengqi You; Ján Drgona; Draguna L. Vrabie; Bing Dong (CoRR, 2025)

Leveraging generative models with periodicity-aware, invertible and invariant representations for crystalline materials design. - Zhilong Wang; Fengqi You (Nat. Comput. Sci., 2025)