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Vivin Vinod

9 papers hereh-index 565 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author8
  • middle author1

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • physics.chem-ph8
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedMulti-Fidelity Machine Learning for Excited State Energies of Molecules

26 citations · 52 across the 9 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

physics.chem-ph2023★ 16 cited

Optimized Multifidelity Machine Learning for Quantum Chemistry

Vivin Vinod, Ulrich Kleinekathöfer, Peter Zaspel

Machine learning (ML) provides access to fast and accurate quantum chemistry (QC) calculations for various properties of interest such as excitation energies. It is often the case…

physics.chem-ph2023★ 26 cited

Multi-Fidelity Machine Learning for Excited State Energies of Molecules

Vivin Vinod, Sayan Maity, Peter Zaspel +1

The accurate but fast calculation of molecular excited states is still a very challenging topic. For many applications, detailed knowledge of the energy funnel in larger molecular…

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