A Workflow to Accelerate Microstructure‐Sensitive Fatigue Life Predictions
This study introduces a workflow to accelerate predictions of microstructure‐sensitive fatigue life. Results from frameworks with varying levels of simplification are benchmarked against published reference results. The analysis reveals a trade‐off between accuracy and model complexity, offering researchers a practical guide for selecting the optimal ...
Luca Loiodice +2 more
wiley +1 more source
A Hierarchical Adaptive Moment Matching Multiple Model Tracking Method for Hypersonic Glide Target Under Measurement Uncertainty. [PDF]
Shao H +5 more
europepmc +1 more source
Lack of Thermogram Sharpness as Component of Thermographic Temperature Measurement Uncertainty Budget. [PDF]
Dziarski K, Hulewicz A, Dombek G.
europepmc +1 more source
A unified research data management framework for heterogeneous materials data is presented. The system integrates multimodal datasets using ontologies and knowledge graphs, enabling interoperability and FAIR (findable, accessible, interoperable, reusable) data principles. By linking data across scales and workflows, it supports reproducible, Artifitial
Doaa Mohamed +6 more
wiley +1 more source
Quantification and Validation of Measurement Uncertainty in the ISO 8192:2007 Toxicity Assessment Method: A Comparative Analysis of GUM and Monte Carlo Simulation. [PDF]
Neunteufel B, Muschalla D.
europepmc +1 more source
Measurement Uncertainty of Surface Temperature Distributions for Laser Powder Bed Fusion Processes. [PDF]
Deisenroth DC +8 more
europepmc +1 more source
A simplified thermoplastic pultrusion model is developed to predict thermal fields in glass fiber/polyethylene terephthalate (GF/PET) composites with reduced computational cost. By combining effective material homogenization, validation against literature data, and Gaussian‐process‐based optimization, the study reveals how heating limits, pulling speed,
Elder Soares +3 more
wiley +1 more source
Evaluation of Measurement Uncertainty in Clinical Chemistry and its Comparison With Analytical Performance Specifications. [PDF]
Wadhwa N, Bhat K, Kalsi M, Sadhu T.
europepmc +1 more source
Disregarded Measurement Uncertainty Contributions and Their Magnitude in Measuring Plasma Glucose. [PDF]
Petersmann A, Macdonald R, Nauck M.
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

