output
20242026
most citedEnhanced Sampling in the Age of Machine Learning: Algorithms and Applications

47 citations

5 papers

astro-ph.HE2026★ 1 cited

Circular polarization of gravitational waves from magnetorotational supernovae

Shota Shibagaki, Tomoya Takiwaki, Kei Kotake +2

Context. Gravitational waves (GWs) provide a unique probe of the explosion mechanism of massive stars and the evolution of nascent proto-neutron stars (PNSs). Magnetorotational exp…

physics.comp-ph2025★ 47 cited

Enhanced Sampling in the Age of Machine Learning: Algorithms and Applications

Kai Zhu, Enrico Trizio, Jintu Zhang +4

Molecular dynamics simulations hold great promise for providing insight into the microscopic behavior of complex molecular systems. However, their effectiveness is often constraine…

physics.chem-ph2025★ 9 cited

Weighted Active Space Protocol for Multireference Machine-Learned Potentials

Aniruddha Seal, Simone Perego, Matthew R. Hennefarth +5

Multireference methods such as multiconfiguration pair-density functional theory (MC-PDFT) offer an effective means of capturing electronic correlation in systems with significant…

physics.flu-dyn2024★ 3 cited

Variable-property and intrinsic compressibility corrections for turbulence models using near-wall scaling theories

Asif Manzoor Hasan, Alex Jose Elias, Florian Menter +1

We introduce a novel approach to derive compressibility corrections for Reynolds-averaged Navier-Stokes (RANS) models. Using this approach, we derive variable-property corrections…

nucl-th2024★ 6 cited

Observational Probes of the Neutron Star Equation of State with Hyperons, Bosonic Dark Matter, and Quark Matter

Mahboubeh Shahrbaf, Davood Rafiei Karkevandi, Alexander Ayriyan +1

Context. The presence of dark matter in neutron stars is of growing interest due to its potential impact on the structure and observable properties of these objects. Among the vari…