Advanced Engineering Materials, EarlyView.Laser surface texturing significantly improves the corrosion resistance and mechanical strength of 3D‐printed iron polylactic acid (Ir‐PLA) for marine applications. Optimal laser parameters reduce corrosion by 80% and enhance tensile strength by 25% and ductility by 15%.
Mohammad Rezayat +6 more
wiley +1 more source
Active learning methods based on statistical leverage scores
, 2016 In many real-world machine learning applications, unlabeled data are abundant whereas the class labels are expensive and/or scarce. An active learner aims to obtain a model with high accuracy with as few labeled instances as possible by effectively selecting useful examples for labeling.
openaire +2 more sources
Leveraging geospatial statistics for measuring and valuing the urban environment
, 2020 Jacob L. Macdonald
openalex +1 more source
Bayesian Mendelian Randomization Analysis for Latent Exposures Leveraging GWAS Summary Statistics for Traits Co-Regulated by the Exposures [PDF]
Yue Yu +3 more
openalex +1 more source
Partial privatization and intellectual capital: The moderating role of firm internationalization and regional development. [PDF]
PLoS OneXie H.
europepmc +1 more source
What Do Large Language Models Know About Materials?
Advanced Engineering Materials, EarlyView.If large language models (LLMs) are to be used inside the material discovery and engineering process, they must be benchmarked for the accurateness of intrinsic material knowledge. The current work introduces 1) a reasoning process through the processing–structure–property–performance chain and 2) a tool for benchmarking knowledge of LLMs concerning ...
Adrian Ehrenhofer +2 more
wiley +1 more source
Leveraging Expert Perspectives to Explore Key Elements in Integrating Sustainability and Statistics Education [PDF]
Oziah Othman +2 more
openalex +1 more source
The impact of tournament incentives on corporate credit repair: Evidence from China. [PDF]
PLoS OneWang J, You Y, Dong Y, Guo R.
europepmc +1 more source
A Workflow to Accelerate Microstructure‐Sensitive Fatigue Life Predictions
Advanced Engineering Materials, EarlyView.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
OpenStats: How to combine statistics and research data management (RDM) to leverage efficient scientific data analysis by guided statistics [PDF]
Konrad Krämer +5 more
openalex +1 more source