research
∙
06/22/2023
In Situ Framework for Coupling Simulation and Machine Learning with Application to CFD
Recent years have seen many successful applications of machine learning ...
share
research
∙
06/15/2023
A Multi-Level, Multi-Scale Visual Analytics Approach to Assessment of Multifidelity HPC Systems
The ability to monitor and interpret of hardware system events and behav...
research
∙
11/04/2022
Deep Surrogate Docking: Accelerating Automated Drug Discovery with Graph Neural Networks
The process of screening molecules for desirable properties is a key ste...
research
∙
07/20/2022
Operation-Level Performance Benchmarking of Graph Neural Networks for Scientific Applications
As Graph Neural Networks (GNNs) increase in popularity for scientific ma...
research
∙
12/01/2020
Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information
The movements of individuals within and among cities influence key aspec...
research
∙
08/20/2019
Social media usage reveals how regions recover after natural disaster
The challenge of nowcasting and forecasting the effect of natural disast...
research
∙
02/13/2018