Jules Berman

2022202320241 6 29

Benjamin PeherstorferCourant Institute of Mathematical Sciences, New York UniversityVerified email at cims.nyu.edu
Lyndon R. DuongMachine Learning & Vision Scientist, AppleVerified email at apple.com
Alex H WilliamsNew York University & Flatiron InstituteVerified email at nyu.edu
Dmitri "Mitya" B. ChklovskiiFlatiron Institute, Simons Foundation and NYUVerified email at flatironinstitute.org
Paul SchwerdtnerCourant Institute of Mathematical Sciences, NYUVerified email at nyu.edu
Philipp SchulzeInstitute of Mathematics, Technische Universität BerlinVerified email at math.tu-berlin.de
Jingpeng WuLin Gang Laboratory, Shanghai, ChinaVerified email at lglab.ac.cn
David LipshutzCenter for Computational Neuroscience, Flatiron InstituteVerified email at flatironinstitute.org
Siavash GolkarResearch Scientist, New York UniversityVerified email at nyu.edu

Jules Berman

Verified email at nyu.edu


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Representational dissimilarity metric spaces for stochastic neural networks LR Duong, J Zhou, J Nassar, J Berman, J Olieslagers, AH Williams arXiv preprint arXiv:2211.11665, 2022	16	2022
Randomized sparse neural galerkin schemes for solving evolution equations with deep networks J Berman, B Peherstorfer Advances in Neural Information Processing Systems 36, 2024	9	2024
Nonlinear embeddings for conserving Hamiltonians and other quantities with Neural Galerkin schemes P Schwerdtner, P Schulze, J Berman, B Peherstorfer SIAM Journal on Scientific Computing 46 (5), C583-C607, 2024	4	2024
CoLoRA: Continuous low-rank adaptation for reduced implicit neural modeling of parameterized partial differential equations J Berman, B Peherstorfer arXiv preprint arXiv:2402.14646, 2024	4	2024
Neuronal temporal filters as normal mode extractors S Golkar, J Berman, D Lipshutz, RM Haret, T Gollisch, DB Chklovskii Physical Review Research 6 (1), 013111, 2024	2	2024
Bridging the Gap: Point Clouds for Merging Neurons in Connectomics J Berman, DB Chklovskii, J Wu International Conference on Medical Imaging with Deep Learning, 150-159, 2022	2	2022
Neural Galerkin schemes for sequential-in-time solving of partial differential equations with deep networks J Berman, P Schwerdtner, B Peherstorfer Numerical Analysis Meets Machine Learning, 389-418, 2024		2024

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