AI for Future Photon Science

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13 repositories

NeuralSolvers
Public
Neural network based solvers for partial differential equations and inverse problems 🌌. Implementation of physics-informed neural networks in pytorch.
neural-network pytorch computational-physics partial-differential-equations pinn horovod
Python
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MIT License
•46•143•3•0•Updated Jan 12, 2025Jan 12, 2025
Photon-AI-Research.github.io
Public
PAIR
JavaScript
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MIT License
•45k•0•0•0•Updated Sep 3, 2024Sep 3, 2024
FNO-for-1D-TNSA
Public
Python
•0•0•0•0•Updated Jun 24, 2024Jun 24, 2024
.github
Public
0•0•0•0•Updated Sep 27, 2023Sep 27, 2023
Laser-Agents
Public
Fun with Lasers & Reinforcement Learning
Jupyter Notebook
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MIT License
•0•3•0•0•Updated Jun 27, 2023Jun 27, 2023
GISAXS-analysis
Public
ML-based reconstruction of GISAXS data
Jupyter Notebook
•3•0•0•0•Updated Mar 8, 2023Mar 8, 2023
NF4ElectronDistribution
Public
Python
•0•0•0•0•Updated Nov 22, 2022Nov 22, 2022
ClassifyInjectionRadiation_by_NF4IP
Public
Python
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Other
•1•1•0•0•Updated Jun 21, 2022Jun 21, 2022
eegCN
Public
GNNExplainer & classification of EEG signals into silence vs listening
Python
•3•0•0•0•Updated Jun 7, 2022Jun 7, 2022
NF4IP
Public
Normalising flows for Inverse Problems is a framework providing all means for data-driven solutions to inverse (imaging) problems.
python machine-learning framework pytorch generative-model xray xray-diffraction normalising-flows
Python
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Other
•0•6•0•0•Updated Jun 5, 2022Jun 5, 2022
Physics-Based-Deep-Learning
Public
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
304•3•0•0•Updated Jun 4, 2022Jun 4, 2022
eegVAE
Public
Variational Inference on EEG data
Jupyter Notebook
•2•0•0•0•Updated Jun 3, 2022Jun 3, 2022
Tensor-Puzzles
Public
Solve puzzles. Improve your pytorch.
Jupyter Notebook
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MIT License
•296•0•0•0•Updated Apr 22, 2022Apr 22, 2022