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website: faculty.washington.edu/kutz This video highlights physics-informed machine learning architectures that allow for the ... Organizers: Timm Faulwasser, TU Dortmund, Germany Thulasi Mylvaganam, Imperial College London, UK Date and Time: ... Prof. Dr.-Ing. Frank Allgöwer, University of Stuttgart, Germany. CIM-REPARTI Webinar presented by Steven Dahdah, DECAR Systems group, Centre for Intelligent Machines (CIM), McGill ... Jan Drgona, Pacific Northwest National Laboratory July 10, 2024 Fourth Symposium on Machine Learning and Dynamical ... Sathya Aswath Govind Raju, 2024 Presentation for the University of Minnesota Department of Mechanical Engineering ...

Overview lecture on linear system identification and

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[Part 1] Physics-driven vs Data-driven models Wealth
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Alexandria Volkening: Data-Driven Modeling
Data-driven model discovery: Targeted use of deep neural networks for physics and engineering
IFAC TC on Optimal Control: Data-driven Methods in Control
Data-driven MPC: From linear to nonlinear systems with guarantees
Data-Driven Control with MATLAB and Simulink
Steven Dahdah : Data-Driven Modelling and Control with the Koopman Operator
Differentiable Programming for Data-driven Modeling, Optimization, and Control
ACT Session 1/2026 (21 Jan.): Data-driven Modeling and Control of Battery Energy Storage Systems
Data-driven Modeling/Control Framework for Multi-fuel Compression Engine | Sathya Aswath Govind Raju
Model Predictive Control
Data-Driven Control: Linear System Identification
How to Build a Strong Data-Driven Organization

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Last Updated: June 14, 2026

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Media Gallery

[Part 1] Physics-driven vs Data-driven models
Data-Driven Control: Overview
New Book!!! Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control
Alexandria Volkening: Data-Driven Modeling
Data-driven model discovery: Targeted use of deep neural networks for physics and engineering
IFAC TC on Optimal Control: Data-driven Methods in Control
Data-driven MPC: From linear to nonlinear systems with guarantees
Data-Driven Control with MATLAB and Simulink