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ikigAI
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ikigAI

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@strodel-group

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suman-samantray/README.md

Hi there 👋

🔬 I’m currently working as a Research Associate at Pacific Northwest National Laboratory (PNNL), specializing in molecular simulations, quantum chemistry, and AI-driven modeling.
⚛️ Focused on enzyme catalysis, biomolecular transport, and programmable biomaterials for health and sustainability.
🖥️ Developer of multiscale modeling frameworks integrating molecular dynamics, QM/MM, and machine learning to connect atomic-scale interactions with material function.
🧬 Research spans protein–ligand interactions, tunnel energetics for molecule transport, and disordered biomolecular systems at interfaces.
🛠️ Background in chemical engineering, computational chemistry, and scientific software development, creating reproducible and scalable tools for the scientific community.


📄 📚 Publications

Google Scholar ORCID


🌐 Connect with Me

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  1. ziatdinovmax/SciLink ziatdinovmax/SciLink Public

    Connecting experimental materials science with computational modeling and literature analysis via LLM-powered agents

    Python 21 1

  2. strodel-group/OLIGAMIX strodel-group/OLIGAMIX Public

    OLIGAMIX: A lightweight and extensible analysis tool for tracking oligomerization states and inter-chain contact networks from molecular dynamics (MD) simulations.

    Python 12 4

  3. DockWeave DockWeave Public

    DockWeave builds protein–ligand interaction networks from MD simulations or protein-ligand docking results, highlighting persistent contacts and network hubs. We automate building kinetic transitio…

    Jupyter Notebook 1

  4. SpinSight SpinSight Public

    SpinSight computes NMR observables (chemical shifts, NOE, J-coupling) from MD simulation trajectories—bridging simulation and experimental validation.

    1

  5. RESTrain RESTrain Public

    RESTrain is a flexible tool for automating scaling in REST (Replica Exchange with Solute Tempering) molecular dynamics simulations that selectively accelerate sampling of user-chosen regions using …

    Python

  6. single-camera-angle-3d-mapping single-camera-angle-3d-mapping Public

    Forked from jackmpcollins/single-camera-angle-3d-mapping

    The aim of this project was to create a method of gaining depth information about a scene using only a series of shallow-depth-of-field shots with different regions in focus.

    MATLAB