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faranakR/README.md

Hi there, I'm Faranak! 👋

🎓 Ph.D. Student @ UCSB | Computational Science Researcher | Scientific Software Developer

About Me 🚀

Computational scientist at UC Santa Barbara's CASL lab, working on advanced computational methods for biological systems. Combining scientific computing, numerical analysis, and machine learning to solve complex biological problems.

Tech Stack 💻

Python C++ MATLAB PyTorch TensorFlow Git Linux

Research Focus 🔬

  • Mathematical Modeling & Simulation
  • Scientific Software Development
  • Computational Physics
  • Machine Learning for PDEs

Latest Work 📚

  • 📖 Optimal Control for Stochastic Neural Oscillators
  • 🛠️ CASL-ForgeX: Hamilton-Jacobi Equations Solver
  • 🧠 Adaptive Deep Brain Stimulation Research

Let's Connect! 🤝

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  1. advection-level-set advection-level-set Public

    Hamilton-Jacobi ENO scheme to solve the level set equation (advection equation) in both 1D and 2D.

    MATLAB 1

  2. weno weno Public

    Hamilton-Jacobi WENO Solver

    Python

  3. HeatEqStability HeatEqStability Public

    Stability analysis on heat equation solving with Forward Euler method

    Jupyter Notebook

  4. advection-equation-solver advection-equation-solver Public

    Implementation of the advection equation solver using Upwind, Lax-Wendroff, and Beam-Warming methods, with comparisons to exact solutions.

    Python

  5. Finite-Diff-Convergence Finite-Diff-Convergence Public

    Rate of convergence Analysis for forward Euler and Crank-Nicolson numerical schemes

    Jupyter Notebook

  6. HH-Stochastic-Control HH-Stochastic-Control Public

    Forked from UCSB-CASL/HH-Stochastic-Control

    MATLAB implementation for analyzing stochastic Hodgkin-Huxley neural networks using event-based control strategies. Includes tools for solving Hamilton-Jacobi-Bellman equations, optimal control ana…

    MATLAB

83 contributions in the last year

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Activity overview

Contributed to faranakR/faranakrajabi, UCSB-CASL/CASL-HJX, UCSB-CASL/HH-Stochastic-Control and 8 other repositories
Loading A graph representing faranakR's contributions from March 31, 2024 to April 04, 2025. The contributions are 100% commits, 0% issues, 0% pull requests, 0% code review.   Code review   Issues   Pull requests 100% Commits

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April 2025

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