Concepedia

Viktor Zaverkin

VZ

13

Publications

466

Citations

13

H-Index

2020

Active since

Affiliations

University of Stuttgart(Current)

Viktor Zaverkin is an author at University of Stuttgart specializing in engineering, computational chemistry, and machine learning.

Top concepts

EngineeringComputational ChemistryChemistryData ScienceMachine LearningBiophysicsNatural SciencesQuantum ChemistryPhysicsData Mining

Publications per year

2020–2024

13

Publications

13

Gaussian Moments as Physically Inspired Molecular Descriptors for Accurate and Scalable Machine Learning Potentials

Viktor Zaverkin, Johannes Kästner · Journal of Chemical Theory and Computation · 2020 · 105 citations · Full text

Geometric Learning, Engineering, Machine Learning +19

Exploring chemical and conformational spaces by batch mode deep active learning

Viktor Zaverkin, David Holzmüller, Ingo Steinwart et al. · Digital Discovery · 2022 · 46 citations · Full text

Materials Science, Geometric Learning, Efficient Generation +15

Transfer learning for chemically accurate interatomic neural network potentials

Viktor Zaverkin, David Holzmüller, Luca Bonfirraro et al. · Physical Chemistry Chemical Physics · 2023 · 42 citations

Predicting properties of periodic systems from cluster data: A case study of liquid water

Viktor Zaverkin, David Holzmüller, Robin Schuldt et al. · The Journal of Chemical Physics · 2022 · 41 citations · Full text

Quantum Liquid, Engineering, Bulk Liquid Water +23

Fast and Sample-Efficient Interatomic Neural Network Potentials for Molecules and Materials Based on Gaussian Moments

Viktor Zaverkin, David Holzmüller, Ingo Steinwart et al. · Journal of Chemical Theory and Computation · 2021 · 40 citations · Full text

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