Optim provides a range of optimization capabilities written in the Julia programming
language (Bezanson et al. 2017). Our aim is to enable researchers, users, and other Julia …

Bridging cultures that have often been distant, Julia combines expertise from the diverse
fields of computer science and computational science to create a new approach to …

We present a free open source package for high performance simulation and numerical
investigation of boson samplers and, more generally, multi-photon interferometry. Our …

We introduce TrustVI, a fast second-order algorithm for black-box variational inference
based on trust-region optimization and the reparameterization trick. At each iteration, TrustVI …

Recent variational inference methods use stochastic gradient estimators whose variance is
not well understood. Theoretical guarantees for these estimators are important to …

In this paper we analyze the performance of five popular programming languages. The
efficiency analysis involves the comparison of elapsed time needed for executing the same …

We describe the implementation of PWDFT. jl, a package for electronic structure calculations
written in Julia programming language using plane wave basis set and pseudopotentials. In …

This article suggests that the newly developed language Julia–in the following called
julialang–to be used as a tool for mathematical modelling. The language is based on other …

G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY
ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR …