Science Daily

Researchers use deep learning to predict flooding this hurricane season

Researchers have developed a deep learning model called LSTM-SAM that predicts extreme water levels from tropical cyclones more efficiently and accurately, especially in data-scarce coastal regions, ...
Nature

A novel bidirectional LSTM deep learning approach for COVID-19 forecasting

COVID-19 has resulted in significant morbidity and mortality globally. We develop a model that uses data from thirty days before a fixed time point to forecast the daily number of new COVID-19 cases ...
Nature

Metaheuristic-enhanced deep learning for monthly pan evaporation prediction under limited climatic data

This study introduces two recently developed bio-inspired metaheuristic algorithms, Artificial Protozoa Optimizer (APO, 2024) and Dung Beetle Optimizer (DBO, 2023), into long short-term memory (LSTM) ...
News Medical

Deep-learning models predict COVID-19 cases globally with high accuracy

In a recent study published in Scientific Reports, researchers developed and trained an artificial intelligence (AI) deep learning model to predict the number of COVID-19 cases 14 days into the future ...