Fermionic neural-network quantum states

Max Planck Quantum Matter Seminar

  • Date: Oct 14, 2021
  • Time: 15:00 - 16:00
  • Speaker: Giuseppe Carleo
  • EPFL Lausanne
  • Location: online via Zoom
Fermionic neural-network quantum states
I will present recent extensions of neural-network quantum states [1] to interacting many-body systems with fermionic degrees of freedom.
Several approaches will be shown, with applications to electronic structure of molecules [2], nuclear matter [3], as well as preliminary results on the 2d Hubbard model [4].

[1] Carleo and Troyer, Science 355, 602 (2017)
[2] Choo, Mezzacapo, and Carleo, Nat. Comm. 11, 2368 (2020)
[3] Adams, Carleo, Lovato, and Rocco, Phys. Rev. Lett. 127, 022502 (2021)
[4] Robledo Moreno, Carleo, Georges, and Stokes, in preparation (2021)
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