3 papers
physics.plasm-ph2024
Physics-Informed Transformation Toward Improving the Machine-Learned NLTE Models of ICF Simulations
Min Sang Cho, Paul E. Grabowski, Kowshik Thopalli +11
The integration of machine learning techniques into Inertial Confinement Fusion (ICF) simulations has emerged as a powerful approach for enhancing computational efficiency. By repl…
cond-mat.quant-gas2014
A Review of Wave Packet Molecular Dynamics
Paul E. Grabowski
Warm dense matter systems created in the laboratory are highly dynamical. In such cases electron dynamics is often needed to accurately simulate the evolution and properties of the…
physics.chem-ph2014
Quantum critical benchmark for density functional theory
Paul E. Grabowski, Kieron Burke
Two electrons at the threshold of ionization represent a severe test case for electronic structure theory. A pseudospectral method yields a very accurate density of the two-electro…