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SKAI

SKAI is a toolbox for analyzing reaction kinetics mechanisms. It includes a reaction network generator and Bayesian inference modeling. Ideal for researchers in chemical kinetics.

Install / Use

/learn @Sanofi-Public/SKAI
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

SKAI

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SKAI (Sanofi Kinetic AI) is a toolbox designed to assist scientst in the determination of reaction kinetics mechanisms using experimental data. It has a reaction network generator, which utilizes pre-trained machine learning models to construct reaction networks based on the provided data. Additionally, KineticAI offers a Bayesian inference modeling capability, leveraging the numpyro and JAX libraries. This allows users to rank different models based on their fit to the experimental data, providing valuable insights into the underlying kinetics of the system.

Related Skills

View on GitHub
GitHub Stars7
CategoryEducation
Updated2mo ago
Forks1

Languages

Jupyter Notebook

Security Score

70/100

Audited on Jan 14, 2026

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