PDE-AI Workshop: ACC 2026

AI for Modeling, Control, and Optimization of Partial Differential Equations

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Ján Drgoňa

Differentiable Predictive Control for PDEs

Ján Drgoňa · Johns Hopkins University

2026-05-26 · 2:15 PM

Slides

Abstract

To be announced.

Biography

Ján Drgoňa is an associate professor in the Department of Civil and Systems Engineering and the Ralph S. O’Connor Sustainable Energy Institute (ROSEI) at Johns Hopkins University (JHU). Before joining JHU, Jan was a senior data scientist in the Physics and Computational Sciences Division at Pacific Northwest National Laboratory and a postdoc at the mechanical engineering department at KU Leuven in Belgium. Jan has a PhD in Control Engineering from the Slovak University of Technology in Bratislava, Slovakia. His current research is focused on scientific machine learning with applications in sustainable energy systems.