Interpretable and Scalable Similarity Metrics for DNA-Encoded Library Design Using Generative Topographic Mapping. [PDF]
Plyer L +6 more
europepmc +1 more source
Phase Field Failure Modeling: Brittle‐Ductile Dual‐Phase Microstructures under Compressive Loading
The approach by Amor and the approach by Miehe and Zhang for asymmetric damage behavior in the phase field method for fracture are compared regarding their fitness for microcrack‐based failure modeling. The comparison is performed for the case of a dual‐phase microstructure with a brittle and a ductile constituent.
Jakob Huber, Jan Torgersen, Ewald Werner
wiley +1 more source
Methane by the Numbers: The Need for Clear and Comparable Methane Intensity Metrics. [PDF]
Johnson MR +3 more
europepmc +1 more source
Karl Popper and the Mechanisms of Hydrogen Embrittlement
Representation of the beginning of loss of ductility rather than embrittlement. Small concentrations of hydrogen in a diffusible form within iron are well‐established to harm the mechanical integrity of steels. There are theories that attempt to explain the pernicious role of hydrogen.
H. K. D. H. Bhadeshia
wiley +1 more source
A robust audio zero watermarking scheme using multi feature fingerprints and machine learning. [PDF]
Khaleel DI +3 more
europepmc +1 more source
Fostering Innovation: Streamlining Magnetocaloric Materials Research by Digitalization
Magnetocaloric cooling (MCE) is an environmentally friendly refrigeration method with great potential. Optimizing MCE materials involves the preparation and screening of large quantities of samples, which in turn generates a large amount of data. A digitalization approach is presented that uses ontologies, knowledge graphs, and digital workflows to ...
Simon Bekemeier +17 more
wiley +1 more source
Infrared Small Target Detection Method Fusing Accurate Registration and Weighted Difference. [PDF]
Liang Q +5 more
europepmc +1 more source
Building machine‐readable vocabularies for materials science is slow, expert‐driven work. This study benchmarks 13 large language models on two of its first steps: finding candidate terms in engineering articles and deciding where they belong in a class hierarchy.
Thomas Bjarsch +3 more
wiley +1 more source
DSMUNet: A Lightweight Model for Road Crack Segmentation. [PDF]
Liu Y, Du X, Zuo C.
europepmc +1 more source
Interpretable metrics for evaluating fidelity, diversity, and privacy in synthetic EEG data
Silveira I +8 more
europepmc +1 more source

