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30 followers · 1 following
  • University College Dublin
  • Ireland
  • 14:25 (UTC +01:00)
  • LinkedIn in/yu-an

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anyuzoey/README.md

Hi there 👋 Welcome to my Github profile!

A brief overview of my interests and expertise:

  • 🔭 Working on applying CNN-based deep learning to geoscience images for fault interpretation.
  • 🌱 Actively learning about fine-tuning downstream ChatGPT applications.
  • 👯 Open to collaborating on engaging data science projects.
  • 🤔 Seeking guidance on creating a simple ChatGPT application with custom data.
  • 💬 Feel free to ask me about DL-based fault interpretation. I have extensive knowledge on this topic, thanks to a systematic literature review and 4+ years of personal research experience.
  • 📫 Contact: https://www.linkedin.com/in/yu-an/
  • 😄 Pronouns: she/her
  • ⚡ Job search: Actively looking for opportunities! Please reach out with suitable positions. Thanks!

Top Repositories I'm Proud Of:

  1. Deep convolutional neural network for automatic fault recognition from 3D seismic datasets. Code, Paper URL
  2. Disentangling Noise Pattern from Seismic Images: Noise Reduction and Style Transfer. Code, Paper URL
  3. Understanding the Effect of Different Priori Knowledge on CNN Fault Interpreter. Code, Paper URL
  4. Overlap Training to Mitigate Inconsistencies Caused by Image Tiling in CNNs. Code, Paper URL
  5. How to convert segy file to numpy format. Code

Pinned Loading

  1. CNNforFaultInterpretation CNNforFaultInterpretation Public

    Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset

    Jupyter Notebook 61 16

  2. SEGY2NUMPY SEGY2NUMPY Public

    How to convert segy file to numpy format.

    Jupyter Notebook 13 1

  3. pretrain pretrain Public

    Understanding the Effect of Different Priori Knowledge on CNN Fault Interpreter

    Jupyter Notebook 2

  4. Overlap-Training Overlap-Training Public

    Jupyter Notebook 1

  5. faultSeg faultSeg Public

    Forked from xinwucwp/faultSeg

    Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

    Jupyter Notebook 1

  6. Magnomic/npt-code Magnomic/npt-code Public

    The implemention of NPT, Disentangling Noise Pattern from Seismic Images: Noise Reduction and Style Transfer

    Jupyter Notebook 4 1