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Ludwig Winkler

2 papers hereh-index 4291 citations4 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • physics.comp-ph1
same name
  • Ludwig Winkler — 5 papers, h 3

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

most citedSuper-resolution in Molecular Dynamics Trajectory Reconstruction with Bi-Directional Neural Networks

13 citations · 16 across the 2 of their papers we have counts for

collaborators

2 papers

physics.comp-ph2022★ 13 cited

Super-resolution in Molecular Dynamics Trajectory Reconstruction with Bi-Directional Neural Networks

Ludwig Winkler, Klaus-Robert Müller, Huziel E. Sauceda

Molecular dynamics simulations are a cornerstone in science, allowing to investigate from the system's thermodynamics to analyse intricate molecular interactions. In general, to cr…

cs.LG2020★ 3 cited

Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology

Stefan Studer, Thanh Binh Bui, Christian Drescher +4

Machine learning is an established and frequently used technique in industry and academia but a standard process model to improve success and efficiency of machine learning applica…

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