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6 repositories

HH-Stochastic-Control
Public
MATLAB implementation for analyzing stochastic Hodgkin-Huxley neural networks using event-based control strategies. Includes tools for solving Hamilton-Jacobi-Bellman equations, optimal control analysis, and neural population dynamics with comprehensive datasets for various noise levels.
MATLAB
•1•0•0•0•Updated Oct 31, 2024Oct 31, 2024
Curvature_ECNet_3D
Public
Machine learning algorithms for three-dimensional mean-curvature computation in the level-set method
machine-learning deep-learning three-dimensions mean-curvature level-set-method gaussian-curvature neural-error-correction
Python
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MIT License
•0•3•0•0•Updated Sep 5, 2022Sep 5, 2022
Curvature_ECNet_2D
Public
Error-correcting neural networks for two-dimensional curvature computation in the level-set method
machine-learning deep-learning curvature level-set-method error-modeling
MIT License
•0•2•0•0•Updated Sep 5, 2022Sep 5, 2022
LSCurvatureDL
Public
A Deep Learning Approach for the Computation of Curvature in the Level Set Method
MIT License
•0•5•0•0•Updated Feb 2, 2022Feb 2, 2022
ECNet
Public
Error-correcting neural network for semi-Lagrangian advection in the level-set method
machine-learning deep-learning level-set-method error-modeling semi-lagrangian-advection stefan-problem
Python
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MIT License
•0•1•0•0•Updated Dec 28, 2021Dec 28, 2021
HybridDLCurvature
Public
Level-Set Curvature Neural Networks: A Hybrid Approach
MIT License
•0•1•0•0•Updated Dec 28, 2021Dec 28, 2021