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Vivin Vinod — most-cited papers & profile · AI for Science
← authors
·
overview
Vivin Vinod
8
papers ·
3
citations ·
14
h-index
University of Wuppertal
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Most-cited papers
QeMFi: A Multifidelity Dataset of Quantum Chemical Properties of Diverse Molecules
2024 · 2 citations
LFaB: Low fidelity as Bias for Active Learning in the chemical configuration space
2025 · 1 citations
Improvise, Adapt, Overcome: An On-The-Fly Multifidelity Algorithm for Efficient Machine Learning
2026
Benchmarking Data Efficiency in $Δ$-ML and Multifidelity Models for Quantum Chemistry
2024
Investigating Data Hierarchies in Multifidelity Machine Learning for Excitation Energies
2024
Excitation Energy Transfer between Porphyrin Dyes on a Clay Surface: A study employing Multifidelity Machine Learning
2024
Multi-Fidelity Machine Learning for Excited State Energies of Molecules
2023
Optimized Multifidelity Machine Learning for Quantum Chemistry
2023
Top co-authors
Peter Zaspel
· 7
Sayan Maity
· 2
Ulrich Kleinekath\"ofer
· 2
Carlos R. Salazar
· 1
Dongyu Lyu
· 1
Matthias Holzenkamp
· 1
Peter Zaspel
· 1
Ulrich Kleinekathöfer
· 1
Yannick Marcel Holtkamp
· 1
Topics
Chemistry
Physics ML
Materials