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Nuno Costa's Projects

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Solution proposal for the Operating Systems course exercises

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πŸ’¨ This repository consolidates the source code and experimental results for two innovative approaches developed as part of a master thesis on solar wind forecasting: Physics-Informed Neural Networks (PiNN) and Physics-Informed Neural Operators (PiNO).

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This repository contains the source code and additional resources for the paper "Leveraging Physics-Informed Neural Networks as Solar Wind Forecasting Models". The paper discusses the challenges of solar wind forecasting and the application of Physics-Informed Neural Networks (PiNNs) to improve prediction accuracy and computational efficiency.

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πŸŒ€ This repository contains the implementation of a physics-informed surrogate model leveraging Proper Orthogonal Decomposition (POD) and neural networks to solve the inviscid Burgers' equation efficiently.

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πŸŒΏπŸ“ˆ Repository for Deep Learning Challenges from Politecnico di Milano, featuring projects on Leaf Health Classification and Time Series Forecasting

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πŸ—£οΈ ArtyQuest, an innovative web application, revolutionizes pediatric speech therapy by integrating Generative AI, offering personalized, engaging exercises and empowering therapists with cutting-edge tools for effective language development.

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