no code implementations • 16 Oct 2023 • Saibal De, Reese E. Jones, Hemanth Kolla
Stochastic collocation (SC) is a well-known non-intrusive method of constructing surrogate models for uncertainty quantification.
1 code implementation • 15 Jul 2021 • James Stokes, Saibal De, Shravan Veerapaneni, Giuseppe Carleo
We initiate the study of neural-network quantum state algorithms for analyzing continuous-variable lattice quantum systems in first quantization.
no code implementations • 8 Jun 2020 • Saibal De, Hadi Salehi, Alex Gorodetsky
This choice of prior leads to simple implementations; however it also causes symmetries in the posterior distribution that can severely reduce the efficiency of Markov-chain Monte-Carlo (MCMC) sampling approaches.