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Equivariant Neural Networks for Modeling Physical Interactions: Curve Fitting or a New Way of Understanding Nature?

Events 12/09/2021

Computing Abstraction

Heterogeneous Catalysis as a Collective Phenomenon Within Dynamic Ensembles of States

Research Project Chemistry

Alexandrova Graphic

Electric-field-induced crossover of polarization reversal mechanisms in Al1−xScxN ferroelectrics

Publications Nanotechnology

3D Electron Diffraction Structure Determination of Terrylene, a Promising Candidate for Intermolecular Singlet Fission

Publications ChemPhysChem

Assessing Zethrene Derivatives as Singlet Fission Candidates Based on Multiple Descriptors

Publications The Journal of Physical Chemistry C

Modeling dark-and light-induced crystal structures and single-crystal optical absorption spectra of ruthenium-based complexes that undergo SO2-linkage photoisomerization

Publications The Journal of Chemical Physics

Dielectric Polymer Property Prediction Using Recurrent Neural Networks with Optimizations

Publications Journal of Chemical Information and Modeling

Unveiling oxidation mechanism of bulk ZrS2

Publications MRS Advances

Neural Network Quantum Molecular Dynamics, Intermediate Range Order in GeSe2, and Neutron Scattering Experiments

Publications The Journal of Physical Chemistry Letters

Dielectric Constant of Liquid Water Determined with Neural Network Quantum Molecular Dynamics

Publications Physical Review Letters

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