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researcher

M. Geiger

19 papers hereh-index 236.1k citations34 works total

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

author position
  • first author4
  • middle author15

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • stat.ML3
  • cond-mat.dis-nn2
  • physics.chem-ph2
  • astro-ph.GA1
  • eess.IV1
same name
  • M. Geiger — 13 papers, h 21
  • M. Geiger — 1 paper, h 2
  • M. Geiger — 1 paper, h 2
  • M. Geiger — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedSE(3)-equivariant prediction of molecular wavefunctions and electronic densities

25 citations · 39 across the 5 of their papers we have counts for

collaborators
Showing physics.chem-phShow all

2 papers · 1 filter

physics.chem-ph2022★ 5 cited

Cracking the Quantum Scaling Limit with Machine Learned Electron Densities

Joshua A. Rackers, Lucas Tecot, Mario Geiger +1

A long-standing goal of science is to accurately solve the Schrödinger equation for large molecular systems. The poor scaling of current quantum chemistry algorithms on classical c…

physics.chem-ph2021★ 25 cited

SE(3)-equivariant prediction of molecular wavefunctions and electronic densities

Oliver T. Unke, Mihail Bogojeski, Michael Gastegger +3

Machine learning has enabled the prediction of quantum chemical properties with high accuracy and efficiency, allowing to bypass computationally costly ab initio calculations. Inst…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.