activity
20242026
most citedqNEP: A highly efficient neuroevolution potential with dynamic charges for large-scale atomistic simulations

1 citations · 3 across the 7 of their papers we have counts for

collaborators

12 papers

cond-mat.mtrl-sci2026

Revealing the kinetics of interfacial surfactant phase transitions through multiscale simulations and in-situ plasmonic sensing

Esmée Berger, Narjes Khosravian, Ferry Anggoro Ardy Nugroho +3

Surfactant self-assembly at solid-liquid interfaces governs interfacial stability, transport, and reactivity across many technologies, yet resolving interfacial surfactant phases a…

cond-mat.mtrl-sci20261 cited

Anion Ordering and Phase Stability Govern Optical Band Gaps in BaZr(S,Se)3

Erik Fransson, Michael Xu, Prakriti Kayastha +6

Chalcogenide perovskites have emerged as promising lead free materials for photovoltaic and thermoelectric applications. Among them, BaZrS3 has attracted particular attention due t…

cond-mat.mtrl-sci2026

Non-Markovian heat production in ultrafast phonon dynamics

Fredrik Erikssonm Yulong Qiao, Erik Fransson, R. Matthias Geilhufe +1

High-intensity THz laser pulses enable the light-mediated control of lattice vibrations by resonantly driving selected phonon modes. On ultrafast timescales, memory effects influen…

physics.comp-ph20261 cited

qNEP: A highly efficient neuroevolution potential with dynamic charges for large-scale atomistic simulations

Zheyong Fan, Benrui Tang, Esmée Berger +13

Although electrostatics can be incorporated into machine-learned interatomic potentials, existing approaches are computationally very demanding, limiting large-scale, long-time sim…

cond-mat.mtrl-sci20251 cited

Thermal Stabilization of Defect Charge States and Finite-Temperature Charge Transition Levels

Tobias Hainer, Ethan Berger, Esmée Berger +3

Point defects introduce localized electronic states that critically affect carrier trapping, recombination, and transport in functional materials. The associated charge transition…

cond-mat.mtrl-sci2025

Diverse polymorphism in Ruddlesden-Popper chalcogenides

Prakriti Kayastha, Erik Fransson, Paul Erhart +1

Ruddlesden-Popper (RP) chalcogenides are stable, non-toxic candidates for optoelectronic or thermoelectric applications. The structural diversity of RP oxides is already exploited…