Artificial Scientist Lab

All

11 repositories

XLuminA
Public
XLuminA, a highly-efficient, auto-differentiating discovery framework for super-resolution microscopy.
simulation artificial-intelligence gpu-acceleration optics polarization jax autodifferentiation super-resolution-microscopy
Python
•
MIT License
•9•47•0•0•Updated May 19, 2025May 19, 2025
Differometor
Public
A Differentiable Interferometer Simulator for the Computational Design of Gravitational Wave Detectors
gravitational-waves interferometer jax differentiable-programming differentiable-simulators
Python
•
MIT License
•1•7•0•0•Updated May 19, 2025May 19, 2025
Impact4Cast
Public
Forecasting high-impact research topics via machine learning on evolving knowledge graphs
knowledge-graph prediction-model ai4science
Python
•
MIT License
•7•38•0•0•Updated Apr 23, 2025Apr 23, 2025
PyTheus
Public
PyTheus, a highly-efficient inverse-design algorithm for quantum optical experiments
TeX
•
MIT License
•23•166•18•2•Updated Apr 16, 2025Apr 16, 2025
metadesign
Public
Python
•2•4•0•0•Updated Feb 20, 2025Feb 20, 2025
SciMuse
Public
Interesting Scientific Idea Generation Using Knowledge Graphs and LLMs: Evaluations with 100 Research Group Leaders
prediction knowledge-graph ai4science large-language-models
Python
•
MIT License
•3•24•0•0•Updated Feb 3, 2025Feb 3, 2025
halo_results
Public
Python
•0•0•0•0•Updated Jul 2, 2024Jul 2, 2024
AriadneVR
Public
An Interactive webVR Exploration tool for PyTheus Graphs
HTML
•
MIT License
•0•5•0•0•Updated Mar 5, 2024Mar 5, 2024
GWDetectorZoo
Public
AI-driven discovery of new Gravitational Wave Detectors
Python
•2•24•0•0•Updated Jan 10, 2024Jan 10, 2024
deepGraphDreaming
Public
Repository for the deep graph dreaming project
Jupyter Notebook
•2•2•0•0•Updated Jan 10, 2024Jan 10, 2024
FutureOfAIviaAI
Public
Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network
Jupyter Notebook
•
MIT License
•10•79•1•0•Updated Nov 26, 2023Nov 26, 2023