Despite significant mathematical refinements, econometrics has shown the weaknesses of its logical underpinnings, primarily during economic turning points—financial crises, pandemics, and geopolitical ...

This project is part of Julia's Season of Contribution 2019. For an introduction to the algorithms and an overview of the features, you can take a look at the blog posts: #1, #2.

Abstract: Artificial intelligence and nearly all its subfields include machine learning and deep learning in operations with the closings being a vital aspect across disciplines including solving ...

SciMLBenchmarks.jl holds webpages, pdfs, and notebooks showing the benchmarks for the SciML Scientific Machine Learning Software ecosystem, including: Benchmarks of equation solver implementations ...

Abstract: Standard small-signal analysis methods for circuits break down for oscillators because small-input perturbations result in arbitrarily large-output changes, thus invalidating fundamental ...