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
Distributed Event-Driven Bayesian Search for Multi-UAV Systems with Spatially Correlated Targets. [PDF]
Niu D, Yi P, Hong Y.
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
Assessing the reliability of cellular decision making from noisy, multidimensional single-cell TNF-NF-κB signaling data. [PDF]
Emadi A +3 more
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
Can Artificial Tree Cavities Provide Population Support to Cavity-Dependent Non-Flying Mammals? [PDF]
Goldingay RL, Thomas KJ, Quin DG.
europepmc +1 more source
Current Status and Challenges in Data Collection for Aerospace Coatings Deposited by Plasma Spraying
An innovative approach has been integrated into the GRENAT project to optimize plasma spraying and coating performance. Raw materials are accelerated and melted in the plasma generated by torches, creating coatings. Monitoring sensors collect process data which are combined with ex situ characterization data.
Lila Randriamananjara +8 more
wiley +1 more source
DNAmBERT: a transformer-based model for non-invasive cancer diagnosis using DNA sequence and methylation data. [PDF]
Yassi M +5 more
europepmc +1 more source
Pathways to health resilience: A cross-country analysis of health system response to re-emerging infectious diseases in Sub-Saharan Africa. [PDF]
Odonkor ST.
europepmc +1 more source
AI-Driven Automated Detection of Pleural Plaques on Chest CT Scans in Retired Asbestos-Exposed Workers. [PDF]
Petitpas Y +13 more
europepmc +1 more source

