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researcher

Marco Eckhoff

16 papers hereh-index 9433 citations20 works total

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

author position
  • first author8
  • middle author6
  • last author1

Across the 15 of 16 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci5
  • physics.chem-ph5
  • cs.LG3
  • quant-ph2
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedHigh-Dimensional Neural Network Potentials for Magnetic Systems Using Spin-Dependent Atom-Centered Symmetry Functions

93 citations · 363 across the 16 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.LG2024

NEAR: A Training-Free Pre-Estimator of Machine Learning Model Performance

Raphael T. Husistein, Markus Reiher, Marco Eckhoff

Artificial neural networks have been shown to be state-of-the-art machine learning models in a wide variety of applications, including natural language processing and image recogni…

physics.chem-ph2024★ 20 cited

SCINE -- Software for Chemical Interaction Networks

Thomas Weymuth, Jan P. Unsleber, Paul L. Tuertscher +11

The software for chemical interaction networks (SCINE) project aims at pushing the frontier of quantum chemical calculations on molecular structures to a new level. While calculati…

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