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researcher

M. Pritchard

6 papers hereh-index 313.9k citations112 works total

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

author position
  • middle author5
  • last author1

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

fields
  • physics.ao-ph5
  • physics.comp-ph1
same name
  • M. Pritchard — 1 paper
  • M. Pritchard — 1 paper

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 citedAchieving Conservation of Energy in Neural Network Emulators for Climate Modeling

105 citations · 105 across the 1 of their papers we have counts for

collaborators
Showing physics.comp-phShow all

1 paper · 1 filter

physics.comp-ph2019

Enforcing Analytic Constraints in Neural-Networks Emulating Physical Systems

Tom Beucler, Michael Pritchard, Stephan Rasp +3

Neural networks can emulate nonlinear physical systems with high accuracy, yet they may produce physically-inconsistent results when violating fundamental constraints. Here, we int…

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