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researcher

R. Melko

153 papers hereh-index 4810.9k citations234 works total

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

author position
  • sole author1
  • first author13
  • middle author64
  • last author73

Across the 151 of 153 papers where every author was matched, so the position is known.

fields
  • cond-mat.str-el54
  • quant-ph33
  • cond-mat.stat-mech20
  • cond-mat.dis-nn15
  • cs.LG8
  • cond-mat.quant-gas7

identity via Semantic Scholar / OpenAlex

activity
20002026
most citedMachine learning phases of matter

1.5k citations · 11.2k across the 149 of their papers we have counts for

collaborators
Showing 2022 · quant-phShow all

3 papers · 2 filters

quant-ph2022★ 30 cited

A quantum phase transition in the one-dimensional water chain

Tobias Serwatka, Roger G. Melko, Anton Burkov +1

The concept of quantum phase transitions (QPT) plays a central role in the description of condensed matter systems. In this contribution, we perform high-quality wavefunction-based…

quant-ph2022★ 15 cited

Neural network enhanced measurement efficiency for molecular groundstates

Dmitri Iouchtchenko, Jérôme F. Gonthier, Alejandro Perdomo-Ortiz +1

It is believed that one of the first useful applications for a quantum computer will be the preparation of groundstates of molecular Hamiltonians. A crucial task involving state pr…

quant-ph2022★ 25 cited

Data-Enhanced Variational Monte Carlo Simulations for Rydberg Atom Arrays

Stefanie Czischek, M. Schuyler Moss, Matthew Radzihovsky +2

Rydberg atom arrays are programmable quantum simulators capable of preparing interacting qubit systems in a variety of quantum states. Due to long experimental preparation times, o…

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