4 papers
Modal Analysis of Spatial Load Correlation in AI Data Center-Dominated Power Systems
Chandan Chaudhary, Michael Murillo, Mohammed Ben-Idris +3
Hyperscale AI data centers induce spatially and temporally correlated load fluctuations that violate classical independence assumptions and are not captured by time-averaged spectr…
Quantum Ornstein-Zernike Theory for Two-Temperature Two-Component Plasmas
Zachary A. Johnson, Nathaniel R. Shaffer, Michael S. Murillo
Laboratory plasma production almost always preferentially heats either the ions or electrons, leading to a two-temperature state. High-fidelity modeling of these systems can be ach…
Tensor Networks for Liquids in Heterogeneous Systems
Zachary A. Johnson, Luciano G. Silvestri, Pierson Guthrey +1
Many-body correlations in strongly coupled liquids and plasmas are critical for many applications in nanofluids, biology, and fusion-related plasma physics, but their description i…
Adaptive Equilibration of Molecular Dynamics Simulations
Luciano G. Silvestri, Zachary A. Johnson, Michael S. Murillo
We present a systematic framework for shortening and automating molecular dynamics equilibration through improved position initialization methods and uncertainty quantification ana…