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researcher

Román Marchant

6 papers hereh-index 12972 citations23 works total

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

author position
  • first author1
  • middle author5

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

fields
  • cs.RO2
  • physics.ao-ph1
  • q-bio.PE1
  • q-fin.ST1
  • stat.OT1

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedA Case Study in Model Failure? COVID-19 Daily Deaths and ICU Bed Utilisation Predictions in New York State

84 citations · 89 across the 6 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

physics.ao-ph2025

Mass Conservation on Rails -- Rethinking Physics-Informed Learning of Ice Flow Vector Fields

Kim Bente, Roman Marchant, Fabio Ramos

To reliably project future sea level rise, ice sheet models require inputs that respect physics. Embedding physical principles like mass conservation into models that interpolate A…

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