jomorlier's repositories
IA_CNRS_ICA
Notebooks and Data for ICA's course on IA
OptimizationCourse
Materials for the optimization course [Matlab and Julia]
afeacourse
Advanced Computational Structural Mechanics Course
AutomatedExperiment_Summer2023
The summer training course on the Bayesian Optimization
gpt-researcher
GPT based autonomous agent that does online comprehensive research on any given topic
AIRS
Artificial Intelligence Research for Science (AIRS)
AutoGL
An autoML framework & toolkit for machine learning on graphs.
COBALT
Constrained Bayesian Optimization of Computationally Expensive Grey-Box (Hybrid First-Principles and Data-Driven) Models
cs249r_book
Collaborative book for CS249r: Tiny Machine Learning
GP-Plus
Python Library for Generalized Gaussian Process Modeling
homo3d
An Optimized, Easy-to-use, Open-source GPU Solver for Large-scale Inverse Homogenization Problems
iMFBO_Ising
Structured and interractive Multi-fidelity Bayesian optimization
ImplicitAD.jl
Automates adjoints. Forward and reverse mode algorithmic differentiation around implicit functions (not propagating AD through), as well as custom rules to allow for mixed-mode AD or calling external (non-AD compatible) functions within an AD chain.
MSE_Fall2023
The materials for the Fall ML in Materials course at the UTK MSE
openFuelCell2
openFuelCell2 is a computational fluid dynamics (CFD) toolbox for simulating electrochemical devices such as fuel cells and electrolysis. The solver is based on the open-source library, OpenFOAM®.
parmoo
Python library for parallel multiobjective simulation optimization
PINN-with-forcing-function
Physics Informed Neural Network solution for a 2nd order differential equation w/ forcing function
pyBLOSSUM
A Python library for assessing the Ballistic Limit Of Spacecraft Structures Under Micrometeoroid and orbital debris impact
pyidi
Python Image Displacement Identification
PySR
High-Performance Symbolic Regression in Python and Julia
streamlit-wing-design
A Streamlit app for generating 3D model of the UAV wing console
UnifyingTrussDesignSpace
Code for 'Unifying the design space of truss metamaterials by generative modeling'