News for the Publication Category: Cornell University

New! Maximizing Cohesion and Separation in Graph Representation Learning: A Distance-aware Negative Sampling Approach

Anuj Karpatne , M. Maruf
In Cornell University, : , 01/2021
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! PID-GAN: A GAN Framework based on a Physics-informed Discriminator for Uncertainty Quantification with Physics

Arka Daw, Anuj Karpatne 
In Cornell University, : , 06/2021
Citatations: BibTeX

New! A Data-Driven Approach to Full-Field Damage and Failure Pattern Prediction in Microstructure-Dependent Composites using Deep Learning

Reza Sepasdar, Anuj Karpatne 
In Cornell University, : , 04/2021
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! Zero-shot Learning for Relation Extraction

Jiaying Gong, Hoda Eldardiry
In Cornell University, : , 11/2020
Citatations: BibTeX

New! Graph Deep Factors for Forecasting

Hongjie Chen, Hoda Eldardiry
In Cornell University, : , 10/2020
Citatations: BibTeX

New! Reinforcement Learning-based N-ary Cross-Sentence Relation Extraction

Hoda Eldardiry
In Cornell University, : , 09/2020
Citatations: BibTeX

New! Clustering-based Unsupervised Generative Relation Extraction

Hoda Eldardiry
In Cornell University, : , 09/2020
Citatations: BibTeX

New! A Context Integrated Relational Spatio-Temporal Model for Demand and Supply Forecasting

Hongjie Chen, Hoda Eldardiry
In Cornell University, : , 09/2020
Citatations: BibTeX