中文 CSL 样式

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369

Neural network based solvers for partial differential equations and inverse problems 🌌. Implementation of physics-informed neural networks in pytorch.

Tutorial on Gaussian Processes

Software for the paper "Performance of affine-splitting pseudo-spectral methods for fractional complex Ginzburg-Landau equations"

A library for scientific machine learning and physics-informed learning

Python - 100天从新手到大师

《Python 编程：从入门到实践（第三版）》的官方配套图解讲义资源

Lugiato-Lefever Equation Solver

Python package for temporal evolution of initial conditions under the generalized Lugiato-Lefever equation

Python Nonlinear Optics

Matlab implementation of particle swarm optimization. Well documented with examples.

This repository displays the demos of some Intelligent Optimization Algorithms, including SA (Simulated Annealing), GA (Genetic algorithm), PSO (Particle Swarm Optimizer) and so on. And some other …

Decomposition Based Multi-Objective Particle Swarm Optimization

This is the shared package to simulate pulse propagation in a fiber with GMMNLSE/MM-UPPE

Official Code for DragGAN (SIGGRAPH 2023)

Simulation for propagating ultrashort laser pulses in freespace or in a gas-filled capillary

Ultrashort optical pulse propagation in terms of forward models for the analytic signal

Clapeyron provides a framework for the development and use of fluid-thermodynamic models, including SAFT, cubic, activity, multi-parameter, and COSMO-SAC.

Nonlinear optical pulse propagator

MyFncs

Graphical application for simulating Kerr frequency combs using both the Lugiato-Lefever equation and an Ikeda map.