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M. D. Champneys

7 papers hereh-index 539 citations11 works total

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

author position
  • first author3
  • middle author3

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • eess.SY2
  • cs.LG1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025

Towards real-time surrogate-free Bayesian inversion for neutron reflectometry

Max D. Champneys, Andrew J. Parnell, Philipp Gutfreund +5

Neutron reflectometry (NR) is a key enabling technology for many areas of scientific development. Although the forward reflectivity model is well-known, inferring the physical prop…

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