piecewise-regression (aka segmented regression) in python. For fitting straight line models to data with one or more breakpoints where the gradient changes. APLR builds predictive, interpretable ...
Abstract: Estimation of State-of-Charge (SoC) of a battery pack is an essential function of Battery Management System in Electric Vehicles. This letter proposes a hybrid dual-stage estimation approach ...
The correlation between serum sodium and sporadic Parkinson’s disease remains unclear currently. This study aimed to assess the association between serum sodium and sporadic Parkinson’s disease. We ...
Large language models have captured the news cycle, but there are many other kinds of machine learning and deep learning with many different use cases. Amid all the hype and hysteria about ChatGPT, ...
AutoMoG 3D: Automated Data-Driven Model Generation of Multi-Energy Systems Using Hinging Hyperplanes
The optimal operation of multi-energy systems requires optimization models that are accurate and computationally efficient. In practice, models are mostly generated manually. However, manual model ...
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