KDSource is an open-source CLI tool designed for scientific researchers to generate Monte Carlo particle sources using Kernel Density Estimation. It assists in coupling simulations, improving tally results, and enabling variance reduction in complex modeling workflows.
In the Other dev tools space, KDSource takes a focused approach. It focuses on automating the generation of particle sources for Monte Carlo simulations using KDE to improve simulation accuracy and efficiency. KDSource is an open-source project aimed at scientific researchers. The project is open source (GPL-3.0). It ships for the command line, and it can be self-hosted.
KDSource first shipped in 2020. Development happens publicly on GitHub with 25 stars and 91 commits in the last 90 days. Key capabilities include Monte Carlo source generation, Kernel Density Estimation, and simulation coupling.
Summary written by a language model from the project’s public pages.
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