anson10 - Overview

Anson Antony

Materials Science | Mechanical Engineering | Finance


About Me

  • Mechanical Engineer
  • Accounting and Finance by diploma
  • Currently pursuing a Master’s in Computational Materials Science (2025–2027)

Interests

  • Atomistic & Continuum Simulations
  • Deep Learning for Physical Systems
  • Financial Data Analysis & Modeling
  • Programming in Python, C++, and Julia
  • Scientific Computing, Automation, and Linux Workflows

Tools I Use


Languages :     Python, C++, Julia
Libraries :     PyTorch, TensorFlow, Pandas, NumPy
Simulation:     LAMMPS, Elmer FEM, Ansys
Platforms :     Linux, Git, Excel, VS Code


🀝 Connect with Me

πŸ“§ Email β€’ πŸ’» GitHub β€’ πŸ“· Instagram


Continuously evolving β€” one commit at a time

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  1. An interactive tool built with C++ and SFML to visualize algorithms like BFS, DFS, A*, Dijkstra, and Greedy Best-First Search.

    C++ 7

  2. This project uses the NASA Turbofan Engine Dataset and an LSTM model to predict equipment failures, enabling proactive maintenance through time-series analysis.

    Jupyter Notebook 7

  3. QM9-GPT is a deep learning platform that performs Inverse Molecular Design process of starting with a desired physical property and generating the chemical structure that satisfies it.

    Jupyter Notebook

  4. a complete workflow for simulating dislocation formation and movement in an FCC metal under shear deformation using LAMMPS, followed by postprocessing in Python

    Python 1

  5. A Python framework for molecular dynamics simulations using Langevin dynamics

    Python

  6. High-Performance Deep Learning Framework for Thermodynamic Phase Identification from Molecular Dynamics Simulations

    Python