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Assistant Professor
,
UC Berkeley, Chemical and Biomolecular Engineering
2024–
Publications
(5)
Characterizing possible failure modes in physics-informed neural networks
Neural Information Processing Systems · 2021
917
cited
Learning differentiable solvers for systems with hard constraints
International Conference on Learning Representations · 2022
42
cited
Learning continuous models for continuous physics
Communications Physics · 2022
38
cited
AutoIP: A United Framework to Integrate Physics into Gaussian Processes
International Conference on Machine Learning · 2022
22
cited
Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient Kernels
International Conference on Artificial Intelligence and Statistics · 2023
5
cited
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Aditi Krishnapriyan | Researcher Profile | Sotabase | Sotabase