Harmony Forge is a music generation platform merging Flask and Flutter. Flask manages backend tasks like music generation, user authentication, and model oversight, while Flutter's Android app offers ...

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In the context of global energy shortages, traditional energy sources face issues of limited reserves and high prices. As a result, the importance of energy storage technology is increasingly ...

Objective: To compare the application of the ARIMA model, the Long Short-Term Memory (LSTM) model and the ARIMA-LSTM model in forecasting foodborne disease incidence. Methods: Monthly case data of ...

This research presents a hybrid CNN-LSTM model for predicting cotton production using remote sensing data. The model integrates the spatial feature extraction capability of Convolutional Neural ...

With the in-depth digital transformation of the global shipping industry, the accurate prediction of smart port operation efficiency has become a key factor in enhancing the competitiveness of ...

With the widespread application of lithium-ion batteries in electric vehicles and energy storage systems, health monitoring and remaining useful life prediction have become critical components of ...

This study proposes a hybrid modeling approach that integrates a Physics Informed Neural Network (PINN) and a long short-term memory (LSTM) network to predict river water temperature in a defined ...

I've been trying to train a simple LSTM model in mlpack for a many-to-one prediction task — basically, it takes 50 points from a sine function and predicts the next one. But the model just doesn't ...

Abstract: In this paper, the LSTM model is used to predict the stock prices of the top 10 constituents of CSI 300 index and construct a portfolio. The empirical results show that the LSTM model ...