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Hackathon Problem Examples

Repository: Link

WebDB: Link

Modeling Tasks

  1. LitDX (TE)

    • Task: Build a model to predict seebeck coefficient, electrical conductivity, thermal conductivity, power factor, and ZT
    • Provided Data Format: Excel

  2. LitDX (IPO)

    • Task: Build a model to predict Emission max., CIE x coordinate, CIE y coordinate, Int. quantum efficiency, Ext. quantum efficiency, 1st Excitation max., and Decay time
    • Provided Data Format: Excel

  3. SolarCell

    • Task: Build a model to predict fill factor, efficiency, V_oc, and J_sc
    • Provided Data Format: JSON (zipped)

  4. MatDX

    • Task: Build a model to predict formation energy (E_F) of materials
    • Provided Data Format: Excel

Visualization Tasks

  1. SolarCell

    • Task: Develop a visualization function to graphically represent data
    • Provided Data Format: JSON (zipped)

  2. LitDX - IPO

    • Task: Develop a visualization function to graphically represent data
    • Provided Data Format: Excel

  3. LitDX - TE

    • Task: Develop a visualization function to graphically represent data
    • Provided Data Format: Excel

  4. MatDX

    • Task: Develop a visualization function to graphically represent data
    • Provided Data Format: Excel

  5. Sensor Materials

    • Task: Develop Raman spectrum fitting functions
    • Provided Data Format: Excel

UI/UX Improvement Tasks

  1. MatDX, LitDX, SolarCell

    • Task: Enhance the current visualization function

  2. MatDX, LitDX, SolarCell

    • Task: Improve or suggest enhancements for the webpage layout and design

  3. MatDX, LitDX, SolarCell

    • Task: Develop statistical analysis functionality

General Improvement Tasks

  1. MatDX, LitDX, SolarCell
    • Task: Suggest specific improvements for user experience and functionality