Irfan Alam's repositories
ACSurrogateTune
A hub for discovering optimal Deep Neural Network models by fine-tuning hyperparameters, specifically tailored for crafting an effective surrogate model in aircraft conceptual design.
AeroSandbox
Aircraft design optimization made fast through modern automatic differentiation. Composable analysis tools for aerodynamics, propulsion, structures, trajectory design, and much more.
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
apc-prop-analyzer
Tools for analyzing the propeller performance data published by APC Propellers in their website.
blender_plus_python
A tutorial series about creating art with Blender Python scripts
cfd-bwb-airfoil-optimizer
optimizes an Airfoil for a blended wing body using cfd analysis with su2 and optimization by openMdao
ChatGPT_Programming_Numerical_Methods
Coding numerical methods using ChatGPT: successes, failures, and challenges
cideMOD
cideMOD solves DFN physicochemical equations by Finite Element methods using FEniCS library. It enables doing physics-based battery simulations with a wide variety of use cases, from different drive cycles to studies of the SEI growth under storage conditions. Thermal and degradation models can be used to obtain more realistic predictions.
gym-electric-motor
Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors
kaobook
A LaTeX class for books, reports or theses based on https://github.com/kenohori/thesis and https://github.com/Tufte-LaTeX/tufte-latex.
Learning-Python-Physics-Informed-Machine-Learning-PINNs-DeepONets
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
MO-book
Mathematical Opimization
motulator
Motor Drive Simulator in Python
opem
OPEM (Open Source PEM Fuel Cell Simulation Tool)
OpenVSP
A parametric aircraft geometry tool
pemfc-aircraft-sizing
This repository contains the main part of the code developed for my Master thesis at the TU Delft, entitled "Preliminary Propulsion System Sizing Methods for PEM Fuel Cell Aircraft"
PhySO
Physical Symbolic Optimization
propeller_design_tools
Python 3.7 package that provides exactly what it sounds like by automating usage of MIT professor Mark Drela's GNU-licensed CLI-utilities XFOIL and XROTOR.
pyAVL
python wrapper of AVL's fortran layer made using f2py
PyBaMM
Fast and flexible physics-based battery models in Python
pycatia
python module for CATIA V5 automation
python-data-viz-workshop
A workshop on data visualization in Python with notebooks and exercises for following along.
python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
pytorch-bsf
PyTorch implementation of Bezier simplex fitting
recreational_mathematics_with_python
Short python samples of recreational mathematics.
simba-python-examples
Collection of Python script examples using the SIMBA Python API (aesim.simba)
utterly-unorganized-latex-code
latex code from my first year of engineering.
wing_designer
A set of tools that let you analyze the aerodynamic performance of wings and airfoils using models such as TaT,LLT and VLM.