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  • šŸ‘‹ Hi, Iā€™m @jiajiasun
  • šŸ‘€ Iā€™m interested in geophysical inversion and machine learning with application to 3D Earth model building, mineral resources mapping and groundwater system imaging.
  • šŸŒ± Iā€™m currently learning how to fly a drone, and how to program in Python, PyTorch and Keras.
  • šŸ’žļø Iā€™m looking to collaborate on combining drone magnetic and electromagnetic data with other types of geophysical data (e.g., seismic data) for various applications (mineral, groundwater, volcano, etc.).
  • šŸ“« You can reach me at [email protected]. For more about my research, check out https://sites.google.com/view/jiajiasun/home.

Jiajia Sun's Projects

freia icon freia

Framework for Easily Invertible Architectures

geol6396-computational-em icon geol6396-computational-em

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.

geosci-labs icon geosci-labs

collection of notebook-apps for concepts in applied geophysics

handson-ml2 icon handson-ml2

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.

pynoddy icon pynoddy

pynoddy is a python package to write, change, and analyse kinematic geological modelling simulations performed with Noddy.

python-geospatial icon python-geospatial

A collection of Python packages for geospatial analysis with binder-ready notebook examples

seismology icon seismology

Teaching material for ErSE 210 Seismology course

simpeg icon simpeg

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

uhelectromagnetics icon uhelectromagnetics

Jupyer Notebooks on EM modeling that helps students understant the physics involved in various EM surveys

uhmachinelearning icon uhmachinelearning

a collection of Jupyter Notebooks that implements machine learning algorithms.

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