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researcher

Malte Esders

6 papers hereh-index 4190 citations8 works total

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

author position
  • first author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • physics.chem-ph2
  • cond-mat.mes-hall1
  • q-fin.GN1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedFrom Clustering to Cluster Explanations via Neural Networks

113 citations · 220 across the 6 of their papers we have counts for

collaborators
Showing physics.chem-phShow all

2 papers · 1 filter

physics.chem-ph2026

How Atoms Interact Within Molecules

Adil Kabylda, Malte Esders, Matteo Gori +3

Fundamental understanding of interatomic forces in molecules must emerge from quantum mechanics, yet widely used empirical force fields rely on simplified mechanistic approximation…

physics.chem-ph2024★ 16 cited

Analyzing Atomic Interactions in Molecules as Learned by Neural Networks

Malte Esders, Thomas Schnake, Jonas Lederer +4

While machine learning (ML) models have been able to achieve unprecedented accuracies across various prediction tasks in quantum chemistry, it is now apparent that accuracy on a te…

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