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researcher

M. Tonks

6 papers hereh-index 395.2k citations194 works total

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

author position
  • middle author4
  • last author2

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

fields
  • cond-mat.mtrl-sci3
  • cond-mat.mes-hall1
  • cond-mat.str-el1
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedRapid multiphase-field model development using a modular free energy based approach with automatic differentiation in MOOSE/MARMOT

123 citations · 294 across the 6 of their papers we have counts for

collaborators
Showing physics.comp-phShow all

1 paper · 1 filter

physics.comp-ph2022★ 34 cited

A Novel Physics-Regularized Interpretable Machine Learning Model for Grain Growth

Weishi Yan, Joseph Melville, Vishal Yadav +6

Experimental grain growth observations often deviate from grain growth simulations, revealing that the governing rules for grain boundary motion are not fully understood. A novel d…

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