Happy Pi Day! March 14 is the date that otherwise rational people celebrate this irrational number, because 3/14 contains the first three digits of pi. And hey, pi deserves a day. By definition, it’s ...
Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...
This repository contains a Monte-Carlo solver to train neural-network variational wavefunction to solve continuous-space Fermi systems [M Geier, K Nazaryan, T Zaklama, L Fu, Phys. Rev. B 112, 045119 ...
1 Department of Radiation Oncology, Steve Biko Academic Hospital, Pretoria, South Africa. 2 Department of Medical Physics, University of Pretoria, Pretoria, South Africa. In radiation therapy, ...
Introduction: Conventional SPECT image reconstruction is limited to a paradigm whereby data is collected over an energy window that contains emissions from a discrete energy peak and an additive ...
PyVBMC is a Python implementation of the Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference, previously implemented in MATLAB. VBMC is an approximate inference method ...
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