Machine learning in laser physics

This repository contains the programming code for reproducing the experiments of the series of articles on laser physics.

Project Structure

├── README.md 
├── Amplitude Reconstruction (paper: ML-Based Analysis of Particle Distributions in High-Intensity Laser Experiments: Role of Binning Strategy)
├── Focus ML (paper: Towards ML-based diagnostics of a focused laser pulse)
├── Tight focusing (paper: Towards ML-Based Diagnostics of Laser–Plasma Interactions)