Attention for Causal Relationship Discovery from Biological Neural Dynamics... Conference Paper December, 2023
A Deep Learning Pipeline for Optimizing Large-scale Phase Field Simulations... Conference Paper December, 2023
Unified Communication Optimization Strategies for Sparse Triangular Solver on CPU and GPU Clusters Conference Paper November, 2023
DDStore: Distributed Data Store for Scalable Training of Graph Neural Networks on Large Atomistic Modeling Datasets Conference Paper November, 2023
Performance analysis and comparison of data-driven models for predicting indoor temperature in multi-zone commercial buildings Journal November, 2023
User Manual - HydraGNN: Distributed PyTorch Implementation of Multi-Headed Graph Convolutional Neural Networks ORNL Report November, 2023
Analyzing File Access Patterns on Large-Scale HPC Systems: Opportunities for File Prefetching Conference Paper October, 2023
Online and Scalable Data Compression Pipeline with Guarantees on Quantities of Interest Conference Paper October, 2023