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Abstract Submission is now open. Check all informations and Submission Link in Authors and Submission.  Deadline : 02/10/2026

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ESCAPE37_#f0f0f0 FDO TRS PNG.png

Abstract Submission is now open. Check all informations and Submission Link in Authors and Submission.  Deadline : 02/10/2026

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Program

Plenary Speakers

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Physics-Constrained Machine Learning: Architectures, Algorithms, and Applications

Victor M. Zavala is the Baldovin-DaPra Professor in the Department of Chemical and Biological Engineering at the University of Wisconsin-Madison and is affiliated with the Mathematics and Computer Science Division at Argonne National Laboratory. He holds a B.Sc. degree from Universidad Iberoamericana and a Ph.D. degree from Carnegie Mellon University, both in chemical engineering. He is an associate editor for ACS-I&ECR and is on editorial board of the journals Mathematical Programming Computation and Computers & Chemical engineering. He is a recipient of NSF and DOE Early Career awards and of the Presidential Early Career Award for Scientists and Engineers (PECASE). His research interests include data science, control, and optimization and applications to chemical, energy, and environmental systems.

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