Machine Learning · Statistics
Advancing Reacting Flow Simulations with Data-Driven Models
Kamila Zdybał, Giuseppe D'Alessio, Gianmarco Aversano, Mohammad Rafi Malik +3
2022-09-07
Systems and Control · Electrical Eng. & Systems
Linear Reduced Order Model Predictive Control
Joseph Lorenzetti, Andrew McClellan, Charbel Farhat, Marco Pavone
2024-10-30
Numerical Analysis · Mathematics
Advances in Reduced Order Methods for Parametric Industrial Problems in Computational Fluid Dynamics
Gianluigi Rozza, Haris Malik, Nicola Demo, Marco Tezzele +3
2018-11-21
Optimization and Control · Mathematics
Considering Slow Manifold Based Model Reduction for Multiscale Chemical Optimal Control Problems
Marcus Heitel, Robin Verschueren, Moritz Diehl, Dirk Lebiedz
2019-07-03
Optimization and Control · Mathematics
A modeler's guide to handle complexity in energy systems optimization
Leander Kotzur, Lars Nolting, Maximilian Hoffmann, Theresa Groß +9
2021-08-18
Optimization and Control · Mathematics
Optimal control of district heating networks using a reduced order model
Markus Rein, Jan Mohring, Tobias Damm, Axel Klar
2019-07-12
Systems and Control · Computer Science
Control refinement for discrete-time descriptor systems: a behavioural approach via simulation relations
Fei Chen, Sofie Haesaert, Alessandro Abate, Siep Weiland
2017-04-07
Optimization and Control · Mathematics
Optimal control analysis and Practical NMPC applied to refrigeration systems
G. Bejarano, M. G. Ortega, J. E. Normey-Rico, F. R Rubio
2024-02-08
Optimization and Control · Mathematics
Optimization of Fully Controlled Sweeping Processes
Tan H. Cao, Giovanni Colombo, Boris S. Mordukhovich, Dao Nguyen
2021-03-17
Optimization and Control · Mathematics
Synthesis of model predictive control based on data-driven learning
Yuanqiang Zhou, Dewei Li, Yugeng Xi, Zhongxue Gan
2019-04-03
Systems and Control · Electrical Eng. & Systems
Towards Efficient Modularity in Industrial Drying: A Combinatorial Optimization Viewpoint
Alisina Bayati, Amber Srivastava, Amir Malvandi, Hao Feng +1
2023-04-06
Machine Learning · Computer Science
Physics-Informed Machine Learning for Microscale Drying of Plant-Based Foods: A Systematic Review of Computational Models and Experimental Insights
C. P. Batuwatta-Gamage, H. Jeong, HCP Karunasena, M. A. Karim +2
2025-01-17
Numerical Analysis · Mathematics
An integrated data-driven computational pipeline with model order reduction for industrial and applied mathematics
Marco Tezzele, Nicola Demo, Andrea Mola, Gianluigi Rozza
2022-04-05
Optimization and Control · Mathematics
Optimal control of perturbed sweeping processes with applications to general robotics models
Giovanni Colombo, Boris S. Mordukhovich, Dao Nguyen, Trang Nguyen +1
2024-05-16
Optimization and Control · Mathematics
Optimal control of multiscale systems using reduced-order models
Wei Zhang, Juan C. Latorre, Grigorios A. Pavliotis, Carsten Hartmann
2014-06-16