Machine learning offers faster, more reliable analysis of Fermi surfaces in search of spintronic materials

The search for next-generation electronic materials often starts with studying the Fermi surface, which serves as a map of a ...
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Master machine learning with Python projects

Python remains the go-to language for mastering machine learning, offering a rich ecosystem of libraries, frameworks, and real-world projects to build practical skills. From predictive maintenance to ...
IEEE

Why Do Machine Learning Notebooks Crash? An Empirical Study on Public Python Jupyter Notebooks

Abstract: Jupyter notebooks have become central in data science, integrating code, text and output in a flexible environment. With the rise of machine learning (ML), notebooks are increasingly used ...
IEEE

Federated Learning-Based State of Charge Estimation in Electric Vehicles Using Federated Adaptive Client Momentum

Abstract: Batteries are essential for Electric Vehicles (EVs). Traditional Battery Management System (BMS) algorithms can be inadequate for State of Charge (SoC) estimation due to incorrect ...