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researcher

Burak Aksoylu

14 papers hereh-index 15901 citations56 works total

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

author position
  • first author11
  • middle author3

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • math.NA7
  • gr-qc2
  • math.AP2
  • math-ph2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20082026
most citedPhysics guided machine learning using simplified theories

135 citations · 187 across the 14 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2020★ 135 cited

Physics guided machine learning using simplified theories

Suraj Pawar, Omer San, Burak Aksoylu +2

Recent applications of machine learning, in particular deep learning, motivate the need to address the generalizability of the statistical inference approaches in physical sciences…

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