Toxicity assessment in preclinical histopathology via class-aware Mahalanobis distance for known and novel anomalies. [PDF]
Graf O +5 more
europepmc +1 more source
An Experimental High‐Throughput Approach for the Screening of Hard Magnet Materials
An entire workflow for the high‐throughput characterization and analysis of compositionally graded magnetic films is presented. Characterization protocols, data management tools and data analysis approaches are illustrated with test case Sm(Fe, V)12 based films.
William Rigaut +16 more
wiley +1 more source
Focusing on legal cases: Automatic classification of legal documents with sentence embeddings and deep learning models. [PDF]
Alarfaj FK.
europepmc +1 more source
Coarse‐grained (left) and atomistic (right) models of the shape memory polymer ESTANE ETE 75DT3 are shown schematically. The two representations bridge molecular detail and mesoscopic description. Both models capture shape memory behavior, linking segmental mobility and conformational relaxation of anisotropic chains to macroscopic recovery, and ...
Fathollah Varnik
wiley +1 more source
Residual metric learning with class-specific consistency for multiclass classification. [PDF]
Hu K, Ma J.
europepmc +1 more source
Some Remarks on a Class of Matrix Inequalities [PDF]
openaire +1 more source
Nondestructive Testing of Welded Composite Metal Foams
X‐ray computed tomography (CT) is used to evaluate welded steel–steel composite metal foam (CMF) joints of two density classes. It reports variation in postweld spatial void distribution and correlates it to weld‐induced changes, mechanical performance, and failure within welded CMF panels.
Chinmaya Prerana Inguva +2 more
wiley +1 more source
An automated framework to classify skin lesions using Multi-Head Self Attention Layer-based Vision Transformers. [PDF]
Faizal S, Rajput CA, Prusty MR.
europepmc +1 more source
Composite Ti–6Al–4V–epoxy lattice structures are additively manufactured and epoxy infiltrated for cyclic loading. At low lattice volume fractions, hybridization produces synergistic gains in stiffness and energy dissipation. At higher volume fractions, synergy diminishes, although composites still exceed metallic lattices in specific energy ...
Joey Tallon +3 more
wiley +1 more source
A CLIP-based framework for multiclass lung histopathology classification with prompt engineering and class-imbalance-aware focal optimization. [PDF]
Munawar S +4 more
europepmc +1 more source

