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qingfangliu/README.md

Hi there, I'm Qingfang Liu

Welcome to my GitHub.

Much of my work focuses on how humans think and act while navigating the world: what computational algorithms can be abstracted from behavior, and what brain structures support those computations. At the same time, I am deeply interested in AI technologies, especially the development of agentic AI systems that better support human work. My current work in this area focuses on applying agentic AI systems to advance biomedical knowledge synthesis.

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  1. project-nodeap-fmri-cvae project-nodeap-fmri-cvae Public

    Standalone deep learning analysis for NODEAP: applies VAE and conditional VAE (CVAE) models to fMRI data.

    Jupyter Notebook 1

  2. project-nodeap-core project-nodeap-core Public

    Core code and analyses for the NODEAP project, including statistical analysis of behavioral and fMRI data and fitting of basic reinforcement learning (RL) models.

    R

  3. OFC_midbrain_TMS OFC_midbrain_TMS Public

    This repository contains code to reproduce all figures in the publication "Midbrain signaling of identity prediction errors depends on orbitofrontal cortex networks"

    R

  4. bhutan_climate_modeling bhutan_climate_modeling Public

    I led this end-to-end project to predict flood risks in Bhutan for early warning. The work involved building data pipelines from meteorological and geospatial features, conducting EDA, and applyin…

    Jupyter Notebook 6 3