Mitsos, A.

Authored

(320e) Optimal Flexible Power-to-Methanol Processes: With or without Storage?
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
(119a) A Branch-and-Bound Algorithm with Growing Datasets for Large-Scale Parameter Estimation
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
(149v) Physics-Informed Neural Networks (PINNs) for Modeling Dynamic Processes Based on Limited Physical Knowledge and Data
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
(197aw) ML-SAFT: A Machine Learning Framework for PCP-SAFT Parameter Prediction
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
(305g) Scenario Generation for Day-Ahead Scheduling Problems Using Normalizing Flows
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
(206d) Deciding Which Equality Constraints to Eliminate in Mixed-Integer Nonlinear Programs for Deterministic Global Optimization
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
(386d) End-to-End Reinforcement Learning of Koopman Models for Economic Model Predictive Control
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
(152h) Predicting Temperature-Dependent Activity Coefficients of Ionic Liquid-Solute Systems through Graph-Based Machine Learning
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(364d) Comparing Formulations for Global Flowsheet Optimization with Simultaneous Heat Integration
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(543d) Computer-Aided Fuel Design with Generative Graph Machine Learning
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(690c) Globally Optimal Design and Operation of an Air-Cooled Geothermal Organic Rankine Cycle
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(65e) Modular Dynamic Modeling of Electrochemical Reactors
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(47c) CAST Programming Update
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(236g) Comando: An Open-Source Python Package for Optimal Design and Operation of Energy Systems
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(417e) Assessing the Demand Response Potential of Power-Intensive Processes By Stochastic Scheduling Optimization
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(62b) CAST Programming Update
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(203i) A Principal Component Normalizing Flow for Modeling Renewable Electricity Generation
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(227b) Guaranteed Accuracy of Machine Learning-Based Surrogate Models Using Bilevel Optimization
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(91b) Dyos: A Software Package for Dynamic Optimization Using Direct Shooting
2021 AIChE Virtual Spring Meeting and 17th Global Congress on Process Safety (ISBN: 978-0-8169-1115-8)
(578a) The Melon Toolbox: Machine Learning Models for Optimization
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(477i) Physical Graph Neural Networks for Prediction of Fuel Ignition Quality
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(554g) Early-Stage Evaluation Procedure for CO2 Utilization Technologies at Low Technology Readiness Levels: A Case Study for Electrochemical Production of Ethylene
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(144d) Dynamic Optimization Strategies Towards Addressing the Challenges in Protein Therapeutics
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(648g) The Curse of Dimensionality in Discrete-Time Scheduling – How to Maintain Computational Tractability When Considering Long Planning Horizons with Fine Discretizations?
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(56a) Overview of CAST Activities and Programming
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(744c) Nonlinear Model Predictive Control of Air Separation Processes Based on Model Reduction
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(101a) Deterministic Global Dynamic Optimization of Hammerstein-Wiener Models
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(570d) Optimal Solvent Selection in Co-Solvent-Based Biomass Conversion Processes
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(341n) Simultaneous Optimization of Membrane Design, Process Design, and Process Operation
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(218d) Design with Equilibrium Processes Embedded: Global Optimization with Guaranteed Phase Stability
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)

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2020 Virtual AIChE Annual Meeting2021 AIChE Virtual Spring Meeting and 17th Global Congress on Process Safety2021 Annual Meeting2022 Annual Meeting2023 AIChE Annual Meeting