firstbacksecondback
49 Results
|
Workshop
|
First principles physics-informed neural network for quantum wavefunctions and eigenvalue surfaces Marios Mattheakis · Gabriel R. Schleder · Daniel Larson · Efthimios Kaxiras |
||
|
Workshop
|
Improved Training of Physics-informed Neural Networks using Energy-Based priors: A Study on Electrical Impedance Tomography Akarsh Pokkunuru · Pedram Rooshenas · Thilo Strauss · Anuj Abhishek · Taufiquar Khan |
||
|
Workshop
|
Fri 4:25 |
PIXEL: Physics-Informed Cell Representations for Fast and Accurate PDE Solvers Namgyu Kang · Byeonghyeon Lee · Youngjoon Hong · Seok-Bae Yun · Eunbyung Park |
|
|
Poster
|
Wed 14:00 |
Meta-Auto-Decoder for Solving Parametric Partial Differential Equations Xiang Huang · Zhanhong Ye · Hongsheng Liu · Shi Ji · Zidong Wang · Kang Yang · Yang Li · Min Wang · Haotian CHU · Fan Yu · Bei Hua · Lei Chen · Bin Dong |
|
|
Workshop
|
Fourier Continuation for Exact Derivative Computation in Physics-Informed Neural Operators Haydn Maust · Zongyi Li · Yixuan Wang · Anima Anandkumar |
||
|
Poster
|
Tue 14:00 |
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems Abishek Thangamuthu · Gunjan Kumar · Suresh Bishnoi · Ravinder Bhattoo · N M Anoop Krishnan · Sayan Ranu |
|
|
Poster
|
IM-Loss: Information Maximization Loss for Spiking Neural Networks Yufei Guo · Yuanpei Chen · Liwen Zhang · Xiaode Liu · Yinglei Wang · Xuhui Huang · Zhe Ma |
||
|
Poster
|
Tue 9:00 |
Structured Energy Network As a Loss Jay Yoon Lee · Dhruvesh Patel · Purujit Goyal · Wenlong Zhao · Zhiyang Xu · Andrew McCallum |
|
|
Workshop
|
Characterizing information loss in a chaotic double pendulum with the Information Bottleneck Kieran Murphy · Danielle S Bassett |
||
|
Workshop
|
Sat 6:30 |
Contributed talk: Kieran Murphy, "Characterizing information loss in a chaotic double pendulum with the Information Bottleneck" Kieran Murphy · Siddharth Mishra-Sharma |
|
|
Poster
|
Thu 9:00 |
Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors Ravid Shwartz-Ziv · Micah Goldblum · Hossein Souri · Sanyam Kapoor · Chen Zhu · Yann LeCun · Andrew Wilson |
|
|
Workshop
|
Phase transitions and structure formation in learning local rules Bojan Žunkovič · Enej Ilievski |