Publications

Publications authored with Jie Bu

New! Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation

M. Maruf, Arka Daw, Amartya Dutta, Jie Bu, Anuj Karpatne 
In Cornell University, : , 08/2023
Citatations: BibTeX

New! Let There Be Order: Rethinking Ordering in Autoregressive Graph Generation

Jie Bu, Anuj Karpatne 
In Cornell University, : , 05/2023
Citatations: BibTeX

New! Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling

Arka Daw, Jie Bu, Anuj Karpatne 
In Proceedings of the Proceedings of Machine Learning Research, (pp 7264-7302),
Citatations: BibTeX

New! Rethinking the Importance of Sampling in Physics-informed Neural Networks

Arka Daw, Jie Bu, Anuj Karpatne 
In Cornell University, : , 07/2022
Citatations: BibTeX

CoPhy-PGNN: Learning Physics-guided Neural Networks with Competing Loss Functions for Solving Eigenvalue Problems

Jie Bu, Anuj Karpatne 
In Cornell University, : , 06/2021
Citatations: BibTeX

New! Quadratic Residual Networks: A New Class of Neural Networks for Solving Forward and Inverse Problems in Physics Involving PDEs

Jie Bu, Anuj Karpatne 
In Cornell University, : , 01/2021
Citatations: BibTeX

New! PhyNet: Physics Guided Neural Networks for Particle Drag Force Prediction in Assembly

Nikhil Muralidhar, Jie Bu, Naren Ramakrishnan, Anuj Karpatne 
In Proceedings of the SIAM International Conference on Data Mining, (pp 559-567),
Citatations: BibTeX

New! Physics-Guided Deep Learning for Drag Force Prediction in Dense Fluid-Particulate Systems

Nikhil Muralidhar, Jie Bu, Naren Ramakrishnan, Anuj Karpatne 
In Big Data, 8 5: 431-449, 10/2020
Citatations: BibTeX

New! Physics-guided Design and Learning of Neural Networks for Predicting Drag Force on Particle Suspensions in Moving Fluids

Nikhil Muralidhar, Jie Bu, Naren Ramakrishnan, Anuj Karpatne 
In Cornell University, : , 11/2019
Citatations: BibTeX