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Hi there! I'm Tirtho 👋

Here are some details about me:

  • 🔭 Master's Thesis: Currently working with Physics-Informed Neural Networks (PINNs), FBPINNs, SciANN, and PySINDy for model learning.

  • 🌱 Learning: Code automation, software testing, CI/CD pipelines.

  • 👯 Collaboration: Open to software development, machine learning and HPC projects, especially in mathematical modelling and numerical simulations.

  • 💬 Expertise: PINNs, Finite Element Method (FEM), Algebraic Multigrid (AMG) Solver.

  • 📫 Contact: Email me for collaborations or queries. or just to say hi!

  • 😄 Pronouns: He/Him

  • ⚡ Fun Fact: Fan of Manim by 3Blue1Brown. It's an incredible tool for creating engaging mathematical visuals!

🛠️ Preferred Tools and Languages

  • Python: For data analysis, machine learning, and scripting.
  • Julia: For high-performance scientific computing.
  • C++: For its robustness and understanding efficient, structured coding.

I leverage each language's strengths to tackle complex problems across various projects.

Tirtho Sarathi Saha's Projects

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Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)

manim icon manim

A community-maintained Python framework for creating mathematical animations. To create some custom example.

pinns icon pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

tirtho109 icon tirtho109

My personal sandbox for learning new programming languages and frameworks. Currently exploring jax, PINNs, testing, CI/CD and so on.

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