Ján Drgoňa
Staff-level Research Scientist, Pacific Northwest National Laboratory (PNNL)
902 Battelle Blvd
Richland, WA 99352
I am a Principal Investigator (PI) and Research Data Scientist at PNNL. My current project portfolio is focused on differentiable programming and scientific machine learning (SciML) for dynamical systems, constrained optimization, and control. I have developed technology roadmaps that contributed to the acquisition of a $20M project portfolio funded by the U.S. Department of Energy (DOE).
I am a lead software developer of Neuromancer SciML library in PyTorch for solving constrained optimization, physics-informed machine learning, and optimal control problems. Within two years, our library became the most popular open-source repository released by PNNL.
news
Dec 8, 2023 | I gave an invited talk at the Brown University Engineering Research Center in Providence, RI. |
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Dec 6, 2023 | I gave an invited talk at the Mechanical and Industrial Engineering Department at the Northeastern University College of Engineering in Boston, MA. |
Nov 1, 2023 | I gave a virtual talk at the Physics-informed Machine Learning (PIML) Workshop organized by the RTX Technology Research Center. |
Oct 27, 2023 | I gave a talk at the online Crunch seminar organized by Brown University. If you missed it see the recording on Youtube |
Oct 15, 2023 | I co-organized a session and gave a talk at the INFORMS Annual meeting in Phoenix, AZ. |