Jiajia Sun's Projects
Stochastic geological surface modeling
Framework for Easily Invertible Architectures
Generator of 2D gaussian random fields
This repository contains Python codes for implementing 1D MT modeling, 3D DC modeling, 1D inversion and 3D sensitivity calculation. Created for the course - GEOL 6396 Computational EM in the Department of Earth and Atmospheric Sciences, University of Houston.
collection of notebook-apps for concepts in applied geophysics
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Config files for my GitHub profile.
PyTorch implementation of normalizing flow models
pynoddy is a python package to write, change, and analyse kinematic geological modelling simulations performed with Noddy.
A collection of Python packages for geospatial analysis with binder-ready notebook examples
Image-to-Image Translation in PyTorch
Segmentation models with pretrained backbones. PyTorch.
Teaching material for ErSE 210 Seismology course
Seismic Body-wave Traveltime Tomography Tutorials
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
Jupyer Notebooks on EM modeling that helps students understant the physics involved in various EM surveys
a collection of Jupyter Notebooks that implements machine learning algorithms.