Leading University

Machine learning in battery management systems: a structured scoping review and classification of 103 peer-reviewed studies, 2019–2026

Machine learning (ML) has moved from a promisingaddition to battery research to a load-bearing component ofmodern battery management systems (BMS), yet the validationpractices behind the literature’s accuracy claims have neverbeen systematically measured. This paper presents a st...

Machine learning in battery management systems: a two-tier scoping review of 799 eligible studies with in-depth classification and validation audit

Machine learning (ML) has become a load-bearing component of modern battery management systems (BMS), yet the validation practices behind the literature's accuracy claims have never been systematically measured. This deposit contains the complete evidence base and analysis pipeli...

Where a Common-Mode Choke Moves the Carrier Resonance: Cpv-Resolved Sizing for Two-Stage H5 Inverters

Transformerless H5 inverters serve the 5 kW residential photovoltaic (PV) segment, but their common-mode (CM) leakage current follows the rain and humidity-driven parasitic capacitance Cpv — which, to our knowledge, no prior work connects to a resonance-safe choke size. We propos...

Oxidation-Budgeted Design of Lead-Free RbGeI3 Solar Cells: Back-Surface-Field Enhancement, Realistic Loss Budgeting and SHAP Sensitivity From SCAPS-1D Optimization to Manufacturing Tolerances, Benchmarked Against CsGeI3

The rapid rise of lead-halide perovskite solar cells has been tempered by lead toxicity, motivating a search for lead-free absorbers with comparable optoelec- tronics. Rubidium germanium iodide (RbGeI3) offers a direct, tunable bandgap, strong absorption, and improved environment...

Is Wireless Security Ready for the AI Era? Evidence from a Curated Corpus of 130 Studies, 2020–2026

Machine learning (ML) is now central to published radio-link authentication research — and simultaneously the adversary’s standard toolkit. This scoping review classifies 130 curated studies (2020–2026): a 121-study core on ML for wireless-link security or attacks on it (84 defen...

Helios-Artemis: Design and Simulation-Based Validation of a Dual- Microcontroller Predictive Solar MPPT Controller with On-Device LSTM Retraining for Sylhet Monsoon SHS Deployment in Bangladesh

Revised version of manuscript 25195, under review at the InternationalJournal of Power Electronics and Drive Systems (IJPEDS). **Abstract** This paper addresses the monsoon yield gap of the IDCOL Solar Home System(SHS) programme: conventional reactive Perturb-and-Observe (P&O) MP...