Data‐Driven Materials Science for Energy‐Sustainable Applications
Data‐driven approaches powered by artificial intelligence are transforming materials discovery for energy sustainability. This review examines how auto‐generated high‐quality materials databases and domain‐specific language models accelerate research in photovoltaics, thermoelectrics, batteries and magnetic materials. Applications involve extraction of
Jacqueline M. Cole
wiley +1 more source
A Data-Driven Spatiotemporal Risk Assessment Framework for Transformer Overload in Distributed Renewable Energy System. [PDF]
Xie C, Sun C, Liu Y.
europepmc +1 more source
Programmable Functional Silicification of DNA Origami Nanostructures
This work introduces additional functionality into silica‐coated DNA origami nanostructures using non‐standard silica precursors. A fluorescent precursor enables enhanced intracellular tracking, while a disulfide‐containing reagent yields redox‐responsive, degradable silica coatings.
Anna V. Baptist +4 more
wiley +1 more source
Chaotic Lévy flight Grey wolf optimizer for optimal design and techno-economic assessment of grid-connected solar photovoltaic power plant in Assam. [PDF]
Devi RM +3 more
europepmc +1 more source
Sustainable and Multifunctional Natural Macromolecular Polymers for Aqueous Zn Metal Batteries
We comprehensively review the structure‐function relationships and regulatory mechanism of natural macromolecular polymers in stabilizing zinc anodes at the microscopic and mesoscopic scales. The interactions among polymer structures, optimization strategies, and regulatory mechanisms are discussed systematically summarizing recent related research ...
Yunuo Shi +13 more
wiley +1 more source
Digital twin-driven fault diagnosis of power substations by multi-modal fusion learning. [PDF]
Wu Y, Chen Y, Xiao T, Ding L.
europepmc +1 more source
Electrolyte Design for Fast‐Charging Lithium‐Based Batteries
A decade of progress in fast‐charging electrolytes for lithium batteries is reviewed. Electrolyte design strategies spanning solvents, salts, additives, and advanced systems, such as localized high‐concentration electrolytes (LHCEs), are summarized. Advanced diagnostic tools for lithium plating and interphase chemistry are discussed, with perspectives ...
Chen Liu, Zehao Cui, Arumugam Manthiram
wiley +1 more source
Current transformer (CT) saturation classification using empirical mode decomposition (EMD) and relevance vector machine (RVM). [PDF]
Chothani N, Vyas P, Sonawane C, Chan CK.
europepmc +1 more source
High Voltage Flyback Converter for Safety Indicators in Electrical Testing Laboratories. [PDF]
Drăgoi AD, Lica S, Lie I, Popescu MV.
europepmc +1 more source
Federated ConvNeXt-swin temporal fusion network for malware and botnet detection in IoT systems. [PDF]
Alsubaei FS, Almazroi AA, Ayub N.
europepmc +1 more source

