Name: Pengfei Song
Type: User
Company: Xi'an Jiaotong University
Bio: Postdoc in LIAM Lab, York University. Interested in Mathematical Epidemiology, Partial Differential Equations, Deep Learning, Probabilistic Machine Learning
Location: Xi'an, Shaanxi, China, 710049
Blog: https://song921012.github.io
Pengfei Song's Projects
nonlinear control optimization tool
Percival wrapper in Nonconvex.jl
Some convenient hacks when using Nonconvex.jl.
Nonlinear eigenvalue problems in Julia: Iterative methods and benchmarks
Multi-threaded BLAS-like library that provides pure Julia matrix multiplication
A tool to solve optimal control problem
Optimal epidemic control by deep learning techniques
summer school materials
A NLPModel API for optimization problems with PDE-constraints
科学上网工具
Fast uncertainty quantification for scientific machine learning (SciML) and differential equations
Various implementations of the classical SIR model in Julia
My github repo introduction.
https://Song921012.github.io
SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals
Distributed High-Performance symbolic regression in Julia
Taylor Genetic Programming for Symbolic Regression
Bayesian inference with probabilistic programming.
中文roadmap(源文档部分)
21st century AD