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The codes to replicate the simulation of the paper :"Wav-KAN: Wavelet Kolmogorov-Arnold Networks"
[ICLR 2022] "Symbolic Learning to Optimize: Towards Interpretability and Scalability" by Wenqing Zheng, Tianlong Chen, Ting-Kuei Hu, Zhangyang Wang
The dataset and code for the AI-empowered discovery of terrain-precipitation relationship
Variant of the EQuation Learner (EQL) neural network architecture for performing symbolic regression on parametric equations with varying coefficients.
A living benchmark framework for symbolic regression
Symbolic genetic algorithm for discovering open-form partial differential equations
The code for 'Discovery of partial differential equations from highly noisy and sparse data with physics-informed information criterion'
The data and code for the paper 'Worth of knowledge in deep learning'
PINN program for computational mechanics
Switching Gaussian process latent force model for discontinuous nonlinear system identification
MSc Structural Engineering - DRL Bayesian Inference maintenance optimization
Matplotlib styles for scientific plotting