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M. Transtrum

45 papers hereh-index 232.7k citations223 works total

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

author position
  • sole author1
  • first author9
  • middle author20
  • last author14

Across the 44 of 45 papers where every author was matched, so the position is known.

fields
  • cond-mat.supr-con8
  • cond-mat.stat-mech6
  • cond-mat.mtrl-sci5
  • cs.LG5
  • q-bio.QM5
  • physics.acc-ph4

identity via Semantic Scholar / OpenAlex

activity
20092026
most citedParameter Space Compression Underlies Emergent Theories and Predictive Models

304 citations · 1.5k across the 44 of their papers we have counts for

collaborators
Showing 2010Show all

2 papers · 1 filter

cond-mat.stat-mech2010★ 211 cited

The geometry of nonlinear least squares with applications to sloppy models and optimization

Mark K. Transtrum, Benjamin B. Machta, James P. Sethna

Parameter estimation by nonlinear least squares minimization is a common problem with an elegant geometric interpretation: the possible parameter values of a model induce a manifol…

cond-mat.supr-con2010★ 82 cited

Superheating field of superconductors within Ginzburg-Landau theory

Mark K. Transtrum, Gianluigi Catelani, James P. Sethna

We study the superheating field of a bulk superconductor within Ginzburg-Landau theory, which is valid near the critical temperature. We calculate, as functions of the Ginzburg-Lan…

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