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researcher

Stefan Pollok

2 papers hereh-index 6113 citations10 works total

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

author position
  • middle author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • physics.class-ph1

identity via Semantic Scholar / OpenAlex

collaborators

2 papers

cs.LG2026

Scalable physical source-to-field inference with hypernetworks

Berian James, Stefan Pollok, Ignacio Peis +3

We present a generative model that amortises computation for the field and potential around e.g.~gravitational or electromagnetic sources. Exact numerical calculation has either co…

physics.class-ph2026

The magnetic scalar potential for a rectangular prism

Berian James, Stefan Pollok, Jes Frellsen +1

We analytically solve Poisson's equation for the magnetic scalar potential generated by a uniformly magnetized rectangular prism and determine a closed-form solution for the magnet…

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