Estelle Maeva Inack

Machine learning, quantum computing, quantum Monte Carlo

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)
"Variational Neural Annealing", M. Hibat-Allah, E. M. Inack, R. Wiersema, R. G. Melko, J. Carrasquilla, arXiv: 2101.10154

"Variational Neural Annealing", XXXII IUPAP Conference on Computational Physics
"Variational Quantum Annealing Simulations of Non-stoquastic Hamiltonians", Adiabatic Quantum Computing Virtual Conference
"Variational Quantum Annealing Simulations of Non-stoquastic Hamiltonians", APS March Meetings
"Variational Neural Annealing", Machine Learning and the Physical Sciences Workshop at the 34th Conference on Neural Information Processing Systems (NeurIPS)
"Variational Neural Annealing", University of Erlangen-Nürnberg
"Variational Neural Annealing", African Physical Society (AfPS) International Conference
"Variational Neural Annealing", Quantum Techniques in Machine Learning
"Variational Neural simulations and annealing", Okinawa Institute of Science and Technology
"Variational Monte Carlo", Universidad di Los Andes
"VMC and Machine learning", KITP

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