Multi-level Monte Carlo methods in chemical applications with Lennard-Jones potentials and other landscapes with isolated singularities Journal April, 2025
Low responsiveness of machine learning models to critical or deteriorating health conditions... Journal March, 2025
Scalable training of trustworthy and energy-efficient predictive graph foundation models for atomistic materials modeling: a case study with HydraGNN Journal March, 2025
Scaling Up Data-Parallel Analytics Platforms: Linear Algebraic Operation Cases Conference Paper December, 2017
Best effort broadcast under cascading failures in interdependent critical infrastructure networks Journal December, 2017
Applying Graph Analytics to Understand Compute Core Usage and Publication Trends in a Petascale Supercomputing Facility Conference Paper December, 2017
Analysis and Modeling of the End-to-End I/O Performance on OLCF's Titan Supercomputer Conference Paper December, 2017
STExNMF: Spatio-Temporally Exclusive Topic Discovery for Anomalous Event Detection Conference Paper November, 2017
Testing autonomous cyber-physical systems using fuzzing features from convolutional neural networks: work-in-progress Conference Paper November, 2017
