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Soham-ChemE/README.md

Hi, I'm Soham Kavathekar 👋

MS Chemical & Biomolecular Engineering @ University of Pennsylvania Rappé Lab | Energy Materials | Computational Research


About Me

I'm a chemical engineer working at the intersection of computational materials science, electrochemistry, and clean energy. My work spans DFT simulations, molecular dynamics, and device-level modeling of energy systems — with a focus on translating research into real-world impact.

  • 🔬 Researcher at the Rappé Lab, UPenn — DFT & hybrid perovskite simulations
  • 📄 Springer-published paper on ionic transport via MD simulation
  • 2 granted patents + (1 under review) in energy device technologies
  • 🎓 BE Chemical Engineering, VIT Vellore

Research Interests

  • Battery materials & electrochemical energy storage
  • Perovskite solar cells & photovoltaics
  • Computational materials discovery (DFT, MD)
  • Clean energy manufacturing & process engineering

Projects

Project Description Tools
🔋 CathodeAI — Battery Cathode Discovery Engine 8-layer ML screening tool for Li-ion cathode materials — Pareto optimization, supply chain scoring, novel composition generation Python, Pymatgen, Random Forest
☀️ Perovskite Solar Cell Optimization SCAPS-1D simulation — 27.99% PCE, 2 granted patents SCAPS-1D, Python
🧪 Ionic Transport MD Simulation Springer 2024 — IL-CNT interfacial interactions NAMD, OPLS-AA

(Projects being actively updated)


Publications & Patents

  • 📰 Publication — Ionic transport in solid electrolytes via MD simulation, Springer
  • Design Patent 1 — Energy device technology (granted)
  • Design Patent 2 — Energy device technology (granted)
  • Utility Patent 3 — Energy device technology (under review)

Connect

LinkedIn 📧 stg3719@seas.upenn.edu

Popular repositories Loading

  1. Perovskite-Solar-Cell-SCAPS1D-Optimization Perovskite-Solar-Cell-SCAPS1D-Optimization Public

    SCAPS-1D simulation of FTO/ZnSe/CdTe/Cs₂BiAgI₆/Ni solar cells | 27.99% PCE | 2 Granted Patents | Best Poster Award ACC 2024

    3

  2. MD-IL-CNT-Interfacial-Interactions MD-IL-CNT-Interfacial-Interactions Public

    MD simulations of imidazolium ionic liquids with carbon nanotubes | Springer 2024 | NAMD • OPLS-AA • Diffusion • Interaction Energy

    1

  3. CathodeAI-Battery-Materials-Screener CathodeAI-Battery-Materials-Screener Public

    Structure-aware computational screening framework for Li-ion battery cathodes - multi-objective ML over 2,774 Materials Project entries

    Jupyter Notebook 1

  4. Soham-ChemE Soham-ChemE Public

    Chemical Engineer | Energy Materials, Electrochemistry & Computational Research | MS ChemE @ UPenn | Patents • Publication • Projects