Detecting Anomalous Cell Behavior in Electrochemical Battery Testing Using Machine Learning
Machine‐learning‐based screening enables automated identification of anomalous battery cells from complementary electrochemical tests. A curated battery database supports configuration‐aware comparison of rate‐capability and impedance data. Supervised classification of rate‐test data achieves 90% accuracy, while CNN‐VAE‐based impedance analysis reaches
Minu Rose +7 more
wiley +1 more source
Quenched-in shear transformation zones and Schmid-like visco-elastic creep in metallic glass. [PDF]
Chen Y +5 more
europepmc +1 more source
Electrodeposition in Structural Lattices of Variable Architectures
Electrodeposition enables geometry‐sensitive, autonomous void filling while simultaneously tuning chemical and mechanical properties. The development of approaches that can autonomously fill and heal material voids and yield composites with tailorable properties is increasingly relevant in engineering.
Yeong‐Man Kwon +3 more
wiley +1 more source
Formation of nanostructured electrospark-alloyed coatings on the working surfaces of impulse face seals. [PDF]
Haponova O +4 more
europepmc +1 more source
Additively manufactured AlCrFe2Ni2 with contrasting BCC/B2‐dominant and lamellar FCC + BCC/B2 microstructures exhibits the same pressure‐induced BCC/B2 → HCP transformation. Under laser heating at high pressure, HCP is destabilized, and a cubic BCC/B2 + FCC assemblage is recovered, while the lower‐scan‐speed microstructure transforms at a lower ...
Raimundas Sereika +5 more
wiley +1 more source
Preliminary Investigations on the Pyrometallurgical Recycling of a TiMn<sub>2</sub>-Based Hydrogen Storage Alloy. [PDF]
Krusenbaum J, Selvan A, Friedrich B.
europepmc +1 more source
Microstructural evolution of premium rail steel during flash butt welding (FBW), comparing physically simulated heat‐affected zones with actual weld regions. Thermal cycles induce phase transformations and microstructural heterogeneity that influence weld quality and mechanical performance. These findings provide insights into optimizing FBW parameters
Emmanoelle Cintra da Cunha Araújo +15 more
wiley +1 more source
Comparative Evaluation of Induction Furnace Steel Rebars: Mechanical Properties, Microstructure, and High-Temperature Corrosion Behavior in Seawater. [PDF]
Chandio A +8 more
europepmc +1 more source
Enhanced Thermal Shock Resistance of Porous Ca<sub>2</sub>Mg<sub>2</sub>Al<sub>28</sub>O<sub>46</sub> Ceramic Filter via Nano-Sized ZrO<sub>2</sub> Toughening. [PDF]
Shi J +6 more
europepmc +1 more source
Metal Artifact Reduction in Oral Cavity MDCT Using Dental Overlays and the O-MAR Algorithm. [PDF]
Antic S +6 more
europepmc +1 more source

