Comparing the Latent Features of Universal Machine‐Learning Interatomic Potentials
This study quantitatively assesses how universal machine‐learning interatomic potentials encode the chemical space into latent features, showing unique model‐specific representations with high cross‐model reconstruction errors. It explores how training datasets, protocols, and targets affect these encodings.
Sofiia Chorna +5 more
wiley +1 more source
First Principles Rovibronic Absorption Spectra of HF Molecule. [PDF]
Abu El Kher N +5 more
europepmc +1 more source
Sketch for chemical Na bilayer (a) aggregation to higher aggregates (b), resulting in loss of space charge zones. The electrons compensating for the Na+ are partly in the space charge layers and partly in‐between the Na‐layers. ABSTRACT The difficult intercalation of sodium (Na) into graphite is studied by systematic and long‐time investigations (of up
Chuanhai Gan +7 more
wiley +2 more sources
The fine effects of high magnetic fields on hyperfine shifts. [PDF]
Fiorucci L +6 more
europepmc +1 more source
Kontrolle heterogener Katalyse mittels Unter‐Oberflächen‐Sauerstoff
Während der CO‐Oxidation auf Rhodiumoberflächen wird die Reaktionsdynamik in der Gegenwart von Unter‐Oberflächen‐Sauerstoff (Osub) deutlich verändert. Unter‐Oberflächen‐Sauerstoff stabilisiert vorübergehend durch Oberflächenreaktionen gebildetes physisorbiertes CO2, was diesem ermöglicht, vorübergehend zu binden und mit der Oberfläche zu thermalisieren.
Arved C. Dorst +6 more
wiley +1 more source
The path to room-temperature superconductivity: A programmatic approach. [PDF]
Prasankumar RP +15 more
europepmc +1 more source
Anharmonic effects on the dynamical stability of Ce-Co-Cu intermetallic ternary compounds. [PDF]
Tee WS, Xia W, Flint R, Wang CZ.
europepmc +1 more source
Spectroscopy and Dipole Moment of the Molecule C13H20BeLi2SeSi Via Quantum Chemistry using Ab Initio, Hartree-Fock Method in the Base Set CC-Pvtz and 6-311G**(3df, 3pd) [PDF]
openaire +1 more source
Quantum chemistry - from the first steps to linear-scaling electronic structure methods. [PDF]
Graf D +3 more
europepmc +1 more source
A reflection on modelling and examination of paramagnetic molecules for magnetic storage and molecular spintronics. [PDF]
Atanasov M, Rao SV, Neese F.
europepmc +1 more source

