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Sophisticated approach to predicting turbulence dynamics by leveraging the power of Physics-Informed Neural Networks (PINNs). This project is built on the PyTorch Lightning framework, facilitating streamlined model training, evaluation, and management.
Supplementary Online Material for M. Vidal, K. E. Onderdijk, A. M. Aguilera, J. Six, P-J. Maes and T. H. Fritz, M. Leman. "Cholinergic-related pupil activity reflects level of emotionality during motor performance", 2023, European Journal of Neuroscience.
A highly configurable Reservoir Computing (RC) Python package, supporting both Quantum and Classical implementations. FYP Masters project by Raihaan Usman!
A package of codes that imports, displays, sorts, and calculates (PDF, JPDF, Histogram, correlation coefficient, Autocorrelation) time signals from OpenFOAM.