activity
20172026
most citedA foundation model for atomistic materials chemistry

249 citations · 466 across the 17 of their papers we have counts for

collaborators
Showing 2021Show all

6 papers · 1 filter

cond-mat.mtrl-sci2021

The first-principles phase diagram of monolayer nanoconfined water

Venkat Kapil, Christoph Schran, Andrea Zen +3

Water in nanoscale cavities is ubiquitous and of central importance to everyday phenomena in geology and biology. However, the properties of nanoscale water can be remarkably diffe…

physics.chem-ph2021★ 10 cited

Machine learning potentials for complex aqueous systems made simple

Christoph Schran, Fabian L. Thiemann, Patrick Rowe +3

Simulation techniques based on accurate and efficient representations of potential energy surfaces are urgently needed for the understanding of complex aqueous systems such as soli…

physics.chem-ph2021★ 33 cited

Correlated Particle Motion and THz Spectral Response of Supercritical Water

Maciej Śmiechowsk, Christoph Schran, Harald Forbert +1

Molecular dynamics simulations of supercritical water reveal distinctly different distance-dependent modulations of dipolar response and correlations in particle motion compared to…

physics.chem-ph2021★ 33 cited

Force-induced Catastrophes on Energy Landscapes: Mechanochemical Manipulation of Downhill and Uphill Bifurcations Explains Ring-opening Selectivity of Cyclopropanes

Miriam Wollenhaupt, Christoph Schran, Martin Krupička +1

The mechanochemistry of ring-opening reactions of cyclopropane derivatives turns out to be unexpectedly rich and puzzling. After showing that a rare so-called uphill bifurcation in…

physics.chem-ph2021★ 44 cited

High-dimensional neural network potentials for solvation: The case of protonated water clusters in helium

Christoph Schran, Felix Uhl, Jörg Behler +1

The design of accurate helium-solute interaction potentials for the simulation of chemically complex molecules solvated in superfluid helium has long been a cumbersome task due to…

physics.chem-ph2021★ 39 cited

Converged Colored Noise Path Integral Molecular Dynamics Study of the Zundel Cation down to Ultra-low Temperatures at Coupled Cluster Accuracy

Christoph Schran, Fabien Brieuc, Dominik Marx

For a long time, performing converged path integral simulations at ultra-low, but finite temperatures of a few Kelvin has been a nearly impossible task. However, recent development…