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researcher

Justin M. Baker

4 papers hereh-index 441 citations7 works total

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

author position
  • first author3

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • math.NA2
  • cs.CL1
  • cs.LG1
same name
  • Justin M. Baker — 4 papers, h 3

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

activity
20222026
most citedProximal Implicit ODE Solvers for Accelerating Learning Neural ODEs

6 citations · 6 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022

Learning POD of Complex Dynamics Using Heavy-ball Neural ODEs

Justin Baker, Elena Cherkaev, Akil Narayan +1

Proper orthogonal decomposition (POD) allows reduced-order modeling of complex dynamical systems at a substantial level, while maintaining a high degree of accuracy in modeling the…

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