Extended tight‐binding quantum chemistry methods

C Bannwarth, E Caldeweyher, S Ehlert… - Wiley …, 2021 - Wiley Online Library
This review covers a family of atomistic, mostly quantum chemistry (QC) based
semiempirical methods for the fast and reasonably accurate description of large molecules …

[HTML][HTML] CREST—A program for the exploration of low-energy molecular chemical space

P Pracht, S Grimme, C Bannwarth, F Bohle… - The Journal of …, 2024 - pubs.aip.org
Conformer–rotamer sampling tool (CREST) is an open-source program for the efficient and
automated exploration of molecular chemical space. Originally developed in Pracht et …

Open catalyst 2020 (OC20) dataset and community challenges

L Chanussot, A Das, S Goyal, T Lavril, M Shuaibi… - Acs …, 2021 - ACS Publications
Catalyst discovery and optimization is key to solving many societal and energy challenges
including solar fuel synthesis, long-term energy storage, and renewable fertilizer production …

Robust atomistic modeling of materials, organometallic, and biochemical systems

S Spicher, S Grimme - Angewandte Chemie International …, 2020 - Wiley Online Library
Modern chemistry seems to be unlimited in molecular size and elemental composition. Metal‐
organic frameworks or biological macromolecules involve complex architectures and a large …

OrbNet: Deep learning for quantum chemistry using symmetry-adapted atomic-orbital features

Z Qiao, M Welborn, A Anandkumar… - The Journal of …, 2020 - pubs.aip.org
We introduce a machine learning method in which energy solutions from the Schrödinger
equation are predicted using symmetry adapted atomic orbital features and a graph neural …

van der Waals potential: an important complement to molecular electrostatic potential in studying intermolecular interactions

T Lu, Q Chen - Journal of Molecular Modeling, 2020 - Springer
Electrostatics and van der Waals (vdW) interactions are two major components of
intermolecular weak interactions. Electrostatic potential has been a very popular function in …

A full‐device autonomous self‐healing stretchable soft battery from self‐bonded eutectogels

C Gu, M Wang, K Zhang, J Li, YL Lu, Y Cui… - Advanced …, 2023 - Wiley Online Library
Next‐generation energy storage devices should be soft, stretchable, and self‐healable.
Previously reported self‐healable batteries mostly possess limited stretchability and rely on …

[HTML][HTML] Photocatalytic Application of Polymers in Removing Pharmaceuticals from Water: A Comprehensive Review

SJ Armaković, S Armaković, MM Savanović - Catalysts, 2024 - mdpi.com
This comprehensive review covers recent advancements in utilizing various types of
polymers and their modifications as photocatalysts for the removal of pharmaceutical …

Asymmetric catalytic friedel–crafts reactions of unactivated arenes

S Brunen, B Mitschke, M Leutzsch… - Journal of the American …, 2023 - ACS Publications
Since its discovery more than a century ago, the Friedel–Crafts reaction has manifested itself
as a powerful method for the introduction of carbon substituents to arenes. Despite its …

Nearly free surface silanols are the critical molecular moieties that initiate the toxicity of silica particles

C Pavan, R Santalucia, R Leinardi, M Fabbiani… - Proceedings of the …, 2020 - pnas.org
Inhalation of silica particles can induce inflammatory lung reactions that lead to silicosis
and/or lung cancer when the particles are biopersistent. This toxic activity of silica dusts is …