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researcher

Gabriel Pescia

8 papers hereh-index 6436 citations9 works total

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

author position
  • first author2
  • middle author6

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • quant-ph4
  • cond-mat.quant-gas1
  • cond-mat.stat-mech1
  • cond-mat.str-el1
  • cs.CY1

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedNetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems

147 citations · 261 across the 8 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

quant-ph2021

Neural-Network Quantum States for Periodic Systems in Continuous Space

Gabriel Pescia, Jiequn Han, Alessandro Lovato +2

We introduce a family of neural quantum states for the simulation of strongly interacting systems in the presence of spatial periodicity. Our variational state is parameterized in…

quant-ph2021★ 147 cited

NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems

Filippo Vicentini, Damian Hofmann, Attila Szabó +8

We introduce version 3 of NetKet, the machine learning toolbox for many-body quantum physics. NetKet is built around neural-network quantum states and provides efficient algorithms…

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