Vivin Vinod - Publications, H-index & Citations

Vivin Vinod

University of Wuppertal

13H指数

46论文数

795被引数

收录论文 7

发表时间

LFaB: Low Fidelity as Bias for Active Learning in the Chemical Configuration Space LFaB：化学构型空间中低保真度作为主动学习的偏差

Journal of Chemical Theory and Computation

IF5.5

2026-05-21

PREAI

Vivin Vinod; Peter Zaspel

Excitation Energy Transfer between Porphyrin Dyes on a Clay Surface: A Study Employing Multifidelity Machine Learning 卟啉染料在黏土表面间的激发能传递：一项采用多保真度机器学习的研究

Advanced Theory and Simulations

IF2.9

2025-06-19

OAAI

Dongyu Lyu; Vivin Vinod; Matthias Holzenkamp; Yannick Marcel Holtkamp; Sayan Maity; Carlos R. Salazar; Ulrich Kleinekathöfer; Peter Zaspel

Predicting Molecular Energies of Small Organic Molecules With Multi-Fidelity Methods

JOURNAL OF COMPUTATIONAL CHEMISTRY

IF4.8

2025-03-05

OAAI

Vinod, Vivin; Lyu, Dongyu; Ruth, Marcel; Schreiner, Peter R.; Kleinekathoefer, Ulrich; Zaspel, Peter

Investigating Data Hierarchies in Multifidelity Machine Learning for Excitation Energies

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2025-03-01

OAAI

Vinod, Vivin; Zaspel, Peter

Assessing non-nested configurations of multifidelity machine learning for quantum-chemical properties

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-10-07

OAAI

Vinod, Vivin; Zaspel, Peter

Optimized multifidelity machine learning for quantum chemistry

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-03-25

OAAI

Vinod, Vivin; Kleinekathoefer, Ulrich; Zaspel, Peter

Multifidelity Machine Learning for Molecular Excitation Energies

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2023-10-20

OAAI

Vinod, Vivin; Maity, Sayan; Zaspel, Peter; Kleinekathoefer, Ulrich

研究方向