Andersson's starred repositories
nn-zero-to-hero
Neural Networks: Zero to Hero
machine-learning-for-physicists
Code for "Machine Learning for Physicists" lecture series by Florian Marquardt
EquivalentCircuits.jl
A julia package to either fit the parameters of a specified equivalent electrical circuit to electrochemical impedance data, or to suggest a plausible circuit configuration for a given set of measurements (either through a comparison of circuits from the literature, or through an evolutionary algorithm approach).
nanoFluid4Foam
The official repository of nanoFluid4Foam toolbox
PHYS6350-ComputationalPhysics
Lecture notes and code for the course PHYS6350 Computational Physics at the University of Houston
SocialForceModel
2018数学建模大作业：社会力模型
social-force-model-pedestrian-simulation
Source code of the simulation program for my dissertation work.
talk-to-chatgpt
Talk to ChatGPT AI using your voice and listen to its answers through a voice
droplet-microfluidics-lbm
Modeling of droplet dynamics using multi-phase lattice Boltzmann method
IA353-EG453-Redes-Neurais
Repositório utilizado para todos os projetos da disciplina de redes neurais da Feec.
tclab_jupyter
A Jupyter based application to explore different control techniques of a simple temperature plant
neural_networks_tutorial
A series of notebook to learn Artificial Neural Networks
SOFTX_2018_158
Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning. To cite this software publication: https://www.sciencedirect.com/science/article/pii/S2352711018301882.
TensorDiffEq
Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing
OpenFOAM-Cases-Interfluo
OpenFOAM cases from my YouTube channel
pinn_cavity
Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
openai-cookbook
Examples and guides for using the OpenAI API
Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
Cylinder2DFlowControlGeneral
Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning
ipython-gpt
An ChatGPT integration for Jupyter Notebooks and the IPython Shell
PythonFOAM
In-situ data analyses and machine learning with OpenFOAM and Python
alpaca-lora
Instruct-tune LLaMA on consumer hardware