Jérôme Darbon
Brown University
H-index: 31
North America-United States
Top articles of Jérôme Darbon
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Lax-Oleinik-type formulas and efficient algorithms for certain high-dimensional optimal control problems | arXiv preprint arXiv:2109.14849 | Paula Chen Jérôme Darbon Tingwei Meng | 2021/9/30 |
Leveraging viscous Hamilton-Jacobi PDEs for uncertainty quantification in scientific machine learning | arXiv preprint arXiv:2404.08809 | Zongren Zou Tingwei Meng Paula Chen Jérôme Darbon George Em Karniadakis | 2024/4/12 |
Efficient first-order algorithms for large-scale, non-smooth maximum entropy models with application to wildfire science | arXiv preprint arXiv:2403.06816 | Gabriel P Langlois Jatan Buch Jérôme Darbon | 2024/3/11 |
Hopf-type representation formulas and efficient algorithms for certain high-dimensional optimal control problems | arXiv preprint arXiv:2110.02541 | Paula Chen Jérôme Darbon Tingwei Meng | 2021/10/6 |
Leveraging Multitime Hamilton–Jacobi PDEs for Certain Scientific Machine Learning Problems | SIAM Journal on Scientific Computing | Paula Chen Tingwei Meng Zongren Zou Jérôme Darbon George Em Karniadakis | 2024/4/30 |
Neural network architectures using min-plus algebra for solving certain high-dimensional optimal control problems and Hamilton–Jacobi PDEs | Mathematics of Control, Signals, and Systems | Jérôme Darbon Peter M Dower Tingwei Meng | 2023/3 |
Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning | arXiv preprint arXiv:2311.07790 | Paula Chen Tingwei Meng Zongren Zou Jérôme Darbon George Em Karniadakis | 2023/11/13 |
Accelerating gradient descent and Adam via fractional gradients | Neural Networks | Yeonjong Shin Jérôme Darbon George Em Karniadakis | 2023/4 |
Optimal trajectories of a UAV base station using Hamilton-Jacobi equations | IEEE Transactions on Mobile Computing | Marceau Coupechoux Jerome Darbon Jean-Marc Kelif Marc Sigelle | 2022/3/10 |
Sympocnet: Solving optimal control problems with applications to high-dimensional multiagent path planning problems | arXiv preprint arXiv:2201.05475 | Tingwei Meng* Zhen Zhang* Jérôme Darbon George Em Karniadakis | 2022/1/14 |
Period-based artifact reconstruction and removal for deep brain stimulation | 2022/10/27 | ||
Periodic artifact removal with applications to deep brain stimulation | IEEE Transactions on Neural Systems and Rehabilitation Engineering | Paula Chen Taewoo Kim Evan Dastin-van Rijn Nicole R Provenza Sameer A Sheth | 2022/9/19 |
Estimation of Periodic Signals with Applications to Deep Brain Stimulation | bioRxiv | Paula Chen Taewoo Kim Wayne K Goodman David A Borton Matthew T Harrison | 2022/5/24 |
On Hamilton–Jacobi PDEs and image denoising models with certain nonadditive noise | Journal of Mathematical Imaging and Vision | Jérôme Darbon Tingwei Meng Elena Resmerita | 2022/5 |
On Bayesian Posterior Mean Estimators in Imaging Sciences and Hamilton–Jacobi Partial Differential Equations | Journal of Mathematical Imaging and Vision | Jerome Darbon Gabriel P Langlois | 2021/5/15 |
A Caputo fractional derivative-based algorithm for optimization | arXiv preprint arXiv:2104.02259 | Yeonjong Shin Jérôme Darbon George Em Karniadakis | 2021/4/6 |
On some neural network architectures that can represent viscosity solutions of certain high dimensional Hamilton–Jacobi partial differential equations | Journal of Computational Physics | Jérôme Darbon Tingwei Meng | 2021/1/15 |
Efficient and robust high-dimensional sparse logistic regression via nonlinear primal-dual hybrid gradient algorithms | arXiv preprint arXiv:2111.15426 | Jérôme Darbon Gabriel P Langlois | 2021/11/30 |
An Algorithm Solving Compressive Sensing Problem Based on Maximal Monotone Operators | SIAM Journal on Scientific Computing | Yohann Tendero Igor Ciril Jérôme Darbon Susana Serna | 2021 |
On certain variational non-additive noise models and beyond | J Darbon T Meng E Resmerita | 2021/11/15 |
Co-Authors
