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researcher

James P. Fairbanks

3 papers hereh-index 10295 citations37 works total

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

author position
  • last author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.PL1
  • math.CT1

identity via Semantic Scholar / OpenAlex

most citedCompositional Scientific Computing with Catlab and SemanticModels

10 citations · 10 across the 1 of their papers we have counts for

collaborators

3 papers

math.CT2020★ 10 cited

Compositional Scientific Computing with Catlab and SemanticModels

Micah Halter, Evan Patterson, Andrew Baas +1

Scientific computing is currently performed by writing domain specific modeling frameworks for solving special classes of mathematical problems. Since applied category theory provi…

cs.LG2019

Unsupervised Construction of Knowledge Graphs From Text and Code

Kun Cao, James Fairbanks

The scientific literature is a rich source of information for data mining with conceptual knowledge graphs; the open science movement has enriched this literature with complementar…

cs.PL2019

A Compositional Framework for Scientific Model Augmentation

Micah Halter, Christine Herlihy, James Fairbanks

Scientists construct and analyze computational models to understand the world. That understanding comes from efforts to augment, combine, and compare models of related phenomena. W…

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