Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Learning Reduced-Order Models for Cardiovascular Simulations with Graph Neural Networks


Mar 13, 2023
Luca Pegolotti, Martin R. Pfaller, Natalia L. Rubio, Ke Ding, Rita Brugarolas Brufau, Eric Darve, Alison L. Marsden

Add code


   Access Paper or Ask Questions

Physics-based parameterized neural ordinary differential equations: prediction of laser ignition in a rocket combustor


Feb 16, 2023
Yizhou Qian, Jonathan Wang, Quentin Douasbin, Eric Darve

Add code


   Access Paper or Ask Questions

Coincident Learning for Unsupervised Anomaly Detection


Jan 26, 2023
Ryan Humble, Zhe Zhang, Finn O'Shea, Eric Darve, Daniel Ratner

Add code


   Access Paper or Ask Questions

Probabilistic partition of unity networks for high-dimensional regression problems


Oct 06, 2022
Tiffany Fan, Nathaniel Trask, Marta D'Elia, Eric Darve

Add code


   Access Paper or Ask Questions

A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations


Sep 10, 2021
Ziyi Yang, Yinfei Yang, Daniel Cer, Eric Darve

Add code

* Accepted to the 2021 Conference on Empirical Methods in Natural Language Processing 

   Access Paper or Ask Questions

Universal Sentence Representation Learning with Conditional Masked Language Model


Dec 29, 2020
Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve

Add code

* preprint, updated license 

   Access Paper or Ask Questions

Application of Deep Learning-based Interpolation Methods to Nearshore Bathymetry


Nov 19, 2020
Yizhou Qian, Mojtaba Forghani, Jonghyun Harry Lee, Matthew Farthing, Tyler Hesser, Peter Kitanidis, Eric Darve

Add code


   Access Paper or Ask Questions

Multi-Constitutive Neural Network for Large Deformation Poromechanics Problem


Oct 11, 2020
Qi Zhang, Yilin Chen, Ziyi Yang, Eric Darve

Add code

* Submitted to NeurIPS 2020 workshop on Machine Learning and the Physical Sciences 

   Access Paper or Ask Questions

Anomaly Detection with Domain Adaptation


Jun 05, 2020
Ziyi Yang, Iman Soltani Bozchalooi, Eric Darve

Add code


   Access Paper or Ask Questions

1
2
>>