Le contenu de cette page n’est pas disponible en français. Veuillez nous en excuser.

Estelle Maeva Inack

Portrait de Estelle Maeva Inack
Francis Kofi Allotey Fellow
Phd: International Center for Theoretical Physics 2018

Area of Research:

Research Interests

Machine learning, quantum computing, quantum Monte Carlo

Recent Publications

  • T. Parolini, E. M. Inack, G. Giudici, and S. Pilati "Tunneling in projective quantum Monte Carlo simulations with guiding wave functions" Phys. Rev. B 100, 214303 (2019)
  • S. Pilati, E. M. Inack, P. Pieri "Self-learning projective quantum Monte Carlo simulations guided by restricted Boltzmann machines" Phys. Rev. E 100, 043301 (2019)
  • E. M. Inack, G. E. Santoro, L. Dell'Anna, and S. Pilati "Projective quantum Monte Carlo simulations guided by unrestricted neural network states" Phys. Rev. B 98, 235145 (2018)
  • E. M. Inack, G. Giudici, T. Parolini, G. Santoro, and S. Pilati "Understanding quantum tunneling using diffusion Monte Carlo simulations" Phys. Rev. A 97, 032307 (2018)
  • E. M. Inack and S. Pilati "Simulated quantum annealing of double-well and multiwell potentials" Phys. Rev. E 92, 053304 (2015)
  • F. M. Moukam Kakmeni, E. M. Inack, and E. M. Yamakou "Localized nonlinear excitations in diffusive Hindmarsh-Rose neural networks" Phys. Rev. E 89, 052919 (2014)

Seminars

  • "Variational Neural Simulations and Annealing"
  • "Variational Monte Carlo", Universidad di Los Andes
  • "VMC and Machine learning", KITP