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researcher

M. Byshkin

4 papers hereh-index 9195 citations9 works total

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

author position
  • first author1
  • middle author2
  • last author1

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

fields
  • cond-mat.soft1
  • stat.CO1
  • stat.ME1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182020
most citedHybrid Particle-Field Molecular Dynamics Under Constant Pressure

18 citations · 56 across the 4 of their papers we have counts for

collaborators
Showing 2020 · stat.MLShow all

1 paper · 2 filters

stat.ML2020★ 17 cited

CoolMomentum: A Method for Stochastic Optimization by Langevin Dynamics with Simulated Annealing

Oleksandr Borysenko, Maksym Byshkin

Deep learning applications require global optimization of non-convex objective functions, which have multiple local minima. The same problem is often found in physical simulations…

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