diff --git a/Machine-Learning-for-ABACUS.md b/Machine-Learning-for-ABACUS.md new file mode 100644 index 0000000..d1bf8de --- /dev/null +++ b/Machine-Learning-for-ABACUS.md @@ -0,0 +1,13 @@ +[Home](https://jscaux.org/git/jscaux/MSc_Project_Ideas/wiki/) +# Machine Learning for ABACUS + +## Description + +ABACUS is J-S Caux's machine for computing physical properties (states, matrix elements, correlation functions) of integrable models. + +There are 3 aspects for which engines based on modern machine learning techniques could eventually be implemented: +- solving the Bethe equations +- evaluating matrix elements +- scanning the Hilbert space + +This project would aim at implementing the first of these engines.