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

Arka Daw, Jie Bu, Sifan Wang, Paris Perdikaris, Anuj Karpatne: Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling. ICML 2023: 7264-7302

Analysis of GMRES for Low-Rank and Small-Norm Perturbations of the Identity Matrix

Discontinuities of the Integrated Density of States for Laplacians Associated with Penrose and Ammann-Beenker Tilings

How Descriptive are GMRES Convergence Bounds?

A Methodology for Evaluating Operator Usage of Machine Learning Recommendations for Power Grid Contingency Analysis

Eugenia Rho

Eugenia Rho is an assistant professor in the Department of Computer Science, where she leads the SAIL (Society + AI & Language) lab, and is an affiliate faculty member at the Sanghani Center. Prior to joining Virginia Tech, she was a postdoctoral scholar at the Natural Language Processing group in the Department of Computer Science at […]

Lemara Williams

Lemara Williams was a master’s degree student in the Department of Computer Science.  Her advisor was Chris North. Her research centers around visualizing changes in projections over time.

Teaming up to beat the heat

This summer marked the Earth’s hottest on record. The Roanoke Valley was no exception to the heat, with news reports naming 2023 as the region’s second-hottest summer. But the rising temperatures were particularly stifling for some neighborhoods in Roanoke —  those impacted by harmful urban planning practices. Naren Ramakrishnan, the Thomas L. Phillips Professor of Engineering and director […]

Human-Centric Contingency Analysis Metrics for Evaluating Operator Performance and Trust

A Study of Computational Reproducibility using URLs Linking to Open Access Datasets and Software

Lamia Salsabil, Jian Wu, Muntabir Hasan Choudhury, William A. Ingram, Edward A. Fox, Sarah Michele Rajtmajer, C. Lee Giles: A Study of Computational Reproducibility using URLs Linking to Open Access Datasets and Software. WWW (Companion Volume) 2022: 784-788