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
Dual-branch MRI denoising and motion artifact suppression with uncertainty estimation and segmentation-based evaluation. [PDF]
Jiang M +8 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
Robust Polarization-Domain Adaptive Anti-Jamming via Forgetting-Factor Covariance Estimation and Adaptive Diagonal Loading. [PDF]
Xiong Y, He H, Xiao B, Wang L, Li Z.
europepmc +1 more source
We develop a data‐driven method to derive the mathematical expressions of the Flory–Huggins interaction parameter χ for the swelling behavior of temperature–responsive hydrogels. Starting from initial assumptions of χ, our workflow combines Bayesian optimization, Flory–Rehner theory, and symbolic regression to generate candidate χ expressions.
Yawen Wang +2 more
wiley +1 more source
Multi-Modal Tightly Coupled Robust Pose Estimation for Mobile Robots in Complex Degraded Scenarios. [PDF]
Tian H, Li T.
europepmc +1 more source
Adaptive Edge-Response-Based Subpixel Localization Method for Microscopic Vision-Based Alignment Measurement. [PDF]
Sun X, Wang W.
europepmc +1 more source
Adaptive super-resolution UAV inspection and image perception strategy planning for distribution networks. [PDF]
Liu J, Xu G, Ma Y.
europepmc +1 more source
Variable selection-combined causal mediation analysis for continuous treatments with application to large-dimensional biomedical data. [PDF]
Zhou Y +6 more
europepmc +1 more source
Feasibility of heart rate monitoring in hemodialysis patients using visible imaging: a pilot study. [PDF]
Debnath U, Srestha SD, Kim S.
europepmc +1 more source

