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PiyaphatC/README.md

Hi, I'm Piyaphat (Park) Chaemchuen

Researcher VREF Fellow Penn State

I work at the intersection of urban mobility, machine learning paired with econometric rigor (OLS, elasticity analysis), and climate resilience. Building data-driven tools for equitable, climate-smart city planning.

Next-Generation Scholar — Volvo Research and Educational Foundations (VREF), Sweden

Research Interests

Domain Topics
Urban Mobility Informal & shared transport · Mass Transit Elasticity · EV infrastructure
Climate & Hydrology Climate impacts on mobility · Ecohydrology with AI · Hydrological modelling
Urban Planning Sustainable cities · GTFS / open transport data · Accessibility analysis

Tech Stack

Python PyTorch Streamlit Pandas GeoPandas Plotly

📌 Featured Projects

Repo Description
Bangkok Rail Transit Elasticity OLS Elasticity Calculation
moto_dashboard Interactive dashboard for Bangkok motorcycle taxi survey (CUTI × Columbia ISM)
Transformer_Ridership Climate-induced Transformer model for MRT ridership prediction
Streamflow prediction LSTM model for streamflow prediction across the Thailand 25 basins
Accessible-Public-Transportation-Station Accessibility audit of Bangkok transit stations
EV-Infrastructure- EV charging infrastructure planning for Bangkok (VREF Living Lab)
Erosion_rate_estimator LSTM model for sediment erosion rate estimation across the CONUS

Contact

Email Alt Email

Pinned Loading

  1. sediment_model sediment_model Public

    LSTM model for suspended sediment prediction using hydroDL (Penn State)

    Jupyter Notebook

  2. regression_dashboard regression_dashboard Public

    Python 1

  3. Transformer_Ridership Transformer_Ridership Public

    Climate-induced Transformer model for Bangkok MRT ridership prediction