American Institute of Physics

Modeling drifting seaweed rafts that clog ports and beaches

Machine learning and other modeling approaches could aid in forecasting the arrival of floating Sargassum rafts that clog ...
IEEE

Adaptive Stacking Ensemble Model with Genetic Algorithm-driven Hyperparameter Optimization for State of Health Prediction of Lithium-ion Batteries

Abstract: This paper introduces an innovative Adaptive Stacking Ensemble Model (ASEM) that incorporates Genetic Algorithm-based Hyper-parameter optimization to predict the SOH of lithium-ion batteries ...
IEEE

Step Size Adaptation for Accelerated Stochastic Momentum Algorithm Using SDE Modeling and Lyapunov Drift Minimization

Abstract: Training machine learning models often involves solving high-dimensional stochastic optimization problems, where stochastic gradient-based algorithms are hindered by slow convergence.