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Mathias Niepert

26 papers hereh-index 8262 citations29 works total

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

author position
  • middle author11
  • last author14

Across the 25 of 26 papers where every author was matched, so the position is known.

fields
  • cs.LG14
  • physics.chem-ph5
  • cs.CV4
  • cs.RO1
  • eess.IV1
  • physics.comp-ph1
same name
  • Mathias Niepert — 57 papers, h 35
  • Mathias Niepert — 27 papers, h 8
  • Mathias Niepert — 2 papers, 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
20232026
most citedUncertainty-biased molecular dynamics for learning uniformly accurate interatomic potentials

51 citations · 65 across the 23 of their papers we have counts for

collaborators
Showing eess.IVShow all

1 paper · 1 filter

eess.IV2023★ 4 cited

On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation

Duy Minh Ho Nguyen, Tan Ngoc Pham, Nghiem Tuong Diep +9

Constructing a robust model that can effectively generalize to test samples under distribution shifts remains a significant challenge in the field of medical imaging. The foundatio…

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