activity
20222026
most citedReweighted Manifold Learning of Collective Variables from Enhanced Sampling Simulations

21 citations · 42 across the 5 of their papers we have counts for

collaborators

5 papers

cond-mat.mtrl-sci2026

Polaron Conductivity in -Fe2O3 Quenched by Adsorbed NO2

Tushar K. Ghosh, Elvar Ö. Jónsson, Stephan Steinhauer +2

Polaron-mediated charge transport in α-Fe2O3 plays a central role in its performance as a gas-sensing material, yet the atomistic interaction between surface adsorbates and polaron…

cs.LG2023

Unbiasing Enhanced Sampling on a High-dimensional Free Energy Surface with Deep Generative Model

Yikai Liu, Tushar K. Ghosh, Guang Lin +1

Biased enhanced sampling methods utilizing collective variables (CVs) are powerful tools for sampling conformational ensembles. Due to high intrinsic dimensions, efficiently genera…

physics.chem-ph2023★ 14 cited

Understanding the polaritonic ground state in cavity quantum electrodynamics

Tor S. Haugland, John P. Philbin, Tushar K. Ghosh +3

Molecular polaritons arise when molecules interact so strongly with light that they become entangled with each other. This light-matter hybridization alters the chemical and physic…

physics.chem-ph2022★ 7 cited

Molecular van der Waals fluids in cavity quantum electrodynamics

John P. Philbin, Tor S. Haugland, Tushar K. Ghosh +4

Intermolecular van der Waals interactions are central to chemical and physical phenomena ranging from biomolecule binding to soft-matter phase transitions. However, there are curre…

physics.chem-ph2022★ 21 cited

Reweighted Manifold Learning of Collective Variables from Enhanced Sampling Simulations

Jakub Rydzewski, Ming Chen, Tushar K. Ghosh +1

Enhanced sampling methods are indispensable in computational physics and chemistry, where atomistic simulations cannot exhaustively sample the high-dimensional configuration space…