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19922026
most citedFast and Accurate Modeling of Molecular Atomization Energies with Machine Learning

2.4k citations

Showing 2019 · physics.chem-phShow all

5 papers · 2 filters

physics.chem-ph2019★ 4 cited

On the -doubling in the B state of TlF

Gerard Meijer, Boris G. Sartakov

Thallium monofluoride (TlF) is a prime candidate molecule for precision measurements aimed at discovering new physics. Optical cycling on the B X transition around 271…

physics.chem-ph2019★ 12 cited

Construction of Machine Learned Force Fields with Quantum Chemical Accuracy: Applications and Chemical Insights

Huziel E. Sauceda, Stefan Chmiela, Igor Poltavsky +2

Highly accurate force fields are a mandatory requirement to generate predictive simulations. Here we present the path for the construction of machine learned molecular force fields…

physics.chem-ph2019★ 21 cited

Multiple orbital effects in laser-induced electron diffraction of aligned molecules

Faruk Krečinić, Philipp Wopperer, Biagio Frusteri +6

Photoelectron Angular Distributions (PADs) resulting from 800 nm and 1300 nm strong field ionization of impulsively aligned CFI molecules were analyzed using time-dependent den…

physics.chem-ph2019★ 113 cited

Molecular Force Fields with Gradient-Domain Machine Learning: Construction and Application to Dynamics of Small Molecules with Coupled Cluster Forces

Huziel E. Sauceda, Stefan Chmiela, Igor Poltavsky +2

We present the construction of molecular force fields for small molecules (less than 25 atoms) using the recently developed symmetrized gradient-domain machine learning (sGDML) app…

physics.chem-ph2019★ 31 cited

Anharmonic Effects in the Low-Frequency Vibrational Modes of Aspirin and Paracetamol Crystals

Nathaniel Raimbault, Vishikh Athavale, Mariana Rossi

The low-frequency range of vibrational spectra is sensitive to collective vibrations of the lattice. In molecular crystals, it can be decisive to identify the structure of differen…