1. An introduction to machine learning: a perspective from statistical physics;A Decelle;Physica A: Statistical Mechanics and its Applications,2022
2. Nonequilibrium statistical mechanics and optimal prediction of partially-observed complex systems;A Rupe;New Journal of Physics,2022
3. Dynamic forecasting performance and liquidity evaluation of financial market by econophysics and bayesian methods;J.-C Li;Physica A: Statistical Mechanics and its Applications,2021
4. Literature review: Machine learning techniques applied to financial market prediction;B M Henrique;Expert Systems with Applications,2019
5. Crystal graph convolutional neural networks for an accurate and interpretable prediction of material properties;T Xie;Phys. Rev. Lett,2018