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Dmitrii Kochkov

13 papers hereh-index 122.2k citations25 works total

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

author position
  • first author4
  • middle author9

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cond-mat.str-el3
  • physics.ao-ph3
  • cs.LG2
  • physics.flu-dyn2
  • cond-mat.dis-nn1
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedMachine learning accelerated computational fluid dynamics

1.1k citations · 1.7k across the 13 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cond-mat.str-el2018★ 29 cited

Variational optimization in the AI era: Computational Graph States and Supervised Wave-function Optimization

Dmitrii Kochkov, Bryan K. Clark

Representing a target quantum state by a compact, efficient variational wave-function is an important approach to the quantum many-body problem. In this approach, the main challeng…

cond-mat.str-el2018★ 8 cited

Classical phase diagram of the stuffed honeycomb lattice

Jyotisman Sahoo, Dmitrii Kochkov, Bryan K. Clark +1

We investigate the classical phase diagram of the stuffed honeycomb Heisenberg lattice, which consists of a honeycomb lattice with a superimposed triangular lattice formed by sites…

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