Boyu Gao's Projects
Various examples of Deep Learning applications in Earth Sciences —— Still Updating!!
Boyu Gao
Blog
利用python实现二维声波波场的并行计算
Various global and local optimization algorithms, as well as many practical cases. Besides, this repository aslo uses common language and analogy to explain the thinking of various algorithms. —— Still Updating!!
Simulation programs and results of gravitational and magnetic forward modeling for various common 2D models
Classical edge-detection algorithms using python
Various classical machine learning algorithms and practical cases —— Still Updating!!
Numerical analysis toolbox, including interpolation, fitting, numerical integration, iterative solution of linear/nonlinear equations, solution of ordinary differential equations.
Numerical Modelling for Applied Geophysics
工作中实现且常用到的python小功能
SeisBench - A toolbox for machine learning in seismology
Signal Processing toolbox, including DFT, IDFT, Wavelet, τp transform, HHT. Besides, this repository aslo has other useful functions, such as 1D/2D Convolution, Cross-Correlation, Filtering and Denosing.
2D Forward Modeling of Surface Waves(Love + Rayleigh) and Forward Modeling of their Dispersion Curves in multi-layer models.
Study notes on Tensorflow2.0 and Keras. Maybe there will have Pytorch notes in the future.
Field Geophysics and Signal Analysis with Matlab/Python Exercises.