Neuromechanical Autoencoders: Learning to Couple Elastic and Neural
Network NonlinearityInternational Conference on Learning Representations (ICLR), 2023 |
A composable machine-learning approach for steady-state simulations on
high-resolution gridsNeural Information Processing Systems (NeurIPS), 2022 |
Gone Fishing: Neural Active Learning with Fisher EmbeddingsNeural Information Processing Systems (NeurIPS), 2021 |
Efficient and Modular Implicit DifferentiationNeural Information Processing Systems (NeurIPS), 2021 |
Variational Data Assimilation with a Learned Inverse Observation
OperatorInternational Conference on Machine Learning (ICML), 2021 |