Jules Berman

According to our database, Jules Berman authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Nonlinear Embeddings for Conserving Hamiltonians and Other Quantities with Neural Galerkin Schemes.

Paul Schwerdtner, Philipp Schulze, Jules Berman, Benjamin Peherstorfer

SIAM J. Sci. Comput., 2024

Neuronal Temporal Filters as Normal Mode Extractors.

Siavash Golkar, Jules Berman, David Lipshutz, Robert Mihai Haret, Tim Gollisch, Dmitri B. Chklovskii

CoRR, 2024

CoLoRA: Continuous low-rank adaptation for reduced implicit neural modeling of parameterized partial differential equations.

Jules Berman, Benjamin Peherstorfer

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Randomized Sparse Neural Galerkin Schemes for Solving Evolution Equations with Deep Networks.

Jules Berman, Benjamin Peherstorfer

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Representational Dissimilarity Metric Spaces for Stochastic Neural Networks.

Lyndon R. Duong, Jingyang Zhou, Josue Nassar, Jules Berman, Jeroen Olieslagers, Alex H. Williams

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Bridging the Gap: Point Clouds for Merging Neurons in Connectomics.

Jules Berman, Dmitri B. Chklovskii, Jingpeng Wu

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022