activity
20082026
most citedSchNet - a deep learning architecture for molecules and materials

2.3k citations · 16.8k across the 81 of their papers we have counts for

collaborators

85 papers

cond-mat.mtrl-sci2026

Performance of Tkatchenko-Scheffler Dispersion Method with Updated van der Waals Radii: Importance for Alkali-Containing Systems

Aaron M. Schankler, Ruyi Song, Sampreeti Bhattacharya +5

The Tkatchenko-Scheffler (TS) pairwise method to calculate dispersion interactions is a widely used approach to incorporate missing long-range van der Waals contributions in semilo…

cond-mat.mtrl-sci2025★ 8 cited

Roadmap on Advancements of the FHI-aims Software Package

Joseph W. Abbott, Carlos Mera Acosta, Alaa Akkoush +203

Electronic-structure theory is the foundation of the description of materials including multiscale modeling of their properties and functions. Obviously, without sufficient accurac…

physics.chem-ph2023

Universal Pairwise Interatomic van der Waals Potentials Based on Quantum Drude Oscillators

Almaz Khabibrakhmanov, Dmitry V. Fedorov, Alexandre Tkatchenko

Repulsive short-range and attractive long-range van der Waals (vdW) forces have an appreciable role in the behavior of extended molecular systems. When using empirical force fields…

physics.chem-ph2023

Force Field Analysis Software and Tools (FFAST): Assessing Machine Learning Force Fields Under the Microscope

Gregory Fonseca, Igor Poltavsky, Alexandre Tkatchenko

As the sophistication of Machine Learning Force Fields (MLFF) increases to match the complexity of extended molecules and materials, so does the need for tools to properly analyze…

physics.chem-ph2023★ 23 cited

libMBD: A general-purpose package for scalable quantum many-body dispersion calculations

Jan Hermann, Martin Stöhr, Szabolcs Góger +4

Many-body dispersion (MBD) is a powerful framework to treat van der Waals (vdW) dispersion interactions in density-functional theory and related atomistic modeling methods. Several…

cond-mat.mtrl-sci2023★ 21 cited

Anisotropic Interlayer Force Field for Group-VI Transition Metal Dichalcogenides

Wenwu Jiang, Reut Sofer, Xiang Gao +5

An anisotropic interlayer force field that describes the interlayer interactions in homogeneous and heterogeneous interfaces of group-VI transition metal dichalcogenides (MX2 where…