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Jules Berman
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2020 – today
- 2024
- [j1]Paul Schwerdtner
, Philipp Schulze
Nonlinear Embeddings for Conserving Hamiltonians and Other Quantities with Neural Galerkin Schemes. SIAM J. Sci. Comput. 46(5): 583- (2024) - [c4]Jules Berman, Benjamin Peherstorfer:
CoLoRA: Continuous low-rank adaptation for reduced implicit neural modeling of parameterized partial differential equations. ICML 2024 - [i7]Siavash Golkar, Jules Berman, David Lipshutz, Robert Mihai Haret, Tim Gollisch, Dmitri B. Chklovskii:
Neuronal Temporal Filters as Normal Mode Extractors. CoRR abs/2401.03248 (2024) - [i6]Jules Berman, Benjamin Peherstorfer:
CoLoRA: Continuous low-rank adaptation for reduced implicit neural modeling of parameterized partial differential equations. CoRR abs/2402.14646 (2024) - [i5]Jules Berman, Tobias Blickhan, Benjamin Peherstorfer:
Parametric model reduction of mean-field and stochastic systems via higher-order action matching. CoRR abs/2410.12000 (2024) - 2023
- [c3]Lyndon R. Duong, Jingyang Zhou, Josue Nassar, Jules Berman, Jeroen Olieslagers, Alex H. Williams:
Representational Dissimilarity Metric Spaces for Stochastic Neural Networks. ICLR 2023 - [c2]Jules Berman, Benjamin Peherstorfer:
Randomized Sparse Neural Galerkin Schemes for Solving Evolution Equations with Deep Networks. NeurIPS 2023 - [i4]Jules Berman, Benjamin Peherstorfer:
Randomized Sparse Neural Galerkin Schemes for Solving Evolution Equations with Deep Networks. CoRR abs/2310.04867 (2023) - [i3]Paul Schwerdtner, Philipp Schulze, Jules Berman, Benjamin Peherstorfer:
Nonlinear embeddings for conserving Hamiltonians and other quantities with Neural Galerkin schemes. CoRR abs/2310.07485 (2023) - 2022
- [c1]Jules Berman, Dmitri B. Chklovskii, Jingpeng Wu:
Bridging the Gap: Point Clouds for Merging Neurons in Connectomics. MIDL 2022: 150-159 - [i2]Lyndon R. Duong
Representational dissimilarity metric spaces for stochastic neural networks. CoRR abs/2211.11665 (2022) - 2021
- [i1]Jules Berman, Dmitri B. Chklovskii, Jingpeng Wu:
Bridging the Gap: Point Clouds for Merging Neurons in Connectomics. CoRR abs/2112.02039 (2021)
Coauthor Index
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