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
Performance of large language model in cross-specialty medical scenarios. [PDF]
Cui Z +8 more
europepmc +1 more source
A Lightweight Procedural Layer for Hybrid Experimental–Computational Workflows in Materials Science
We unveil a prototype hybrid‐workflow framework that fuses automatedcomputation with hands‐on experiments. Built atop pyiron, a lightweight, parameterized layer translates procedure descriptions into executable manual steps, syncing instrument settings, human interventions, and data capture in real‐time today.
Steffen Brinckmann +8 more
wiley +1 more source
Accuracy of large language model transcription of simulated physician-patient verbal interactions. [PDF]
Nolan EJ, Burke HB.
europepmc +1 more source
PASTA‐ELN: Simplifying Research Data Management for Experimental Materials Science
Research data management faces ongoing hurdles as many ELNs remain complex and restrictive. PASTA‐ELN offers an open‐source, cross‐platform solution that prioritizes simplicity, offline access, and user control. Its in tuitive folder structure, modular Python add‐ons, and open formats enable seamless documentation, FAIR data practices, and easy ...
S. Brinckmann, G. Winkens, R. Schwaiger
wiley +1 more source
CodeSafetyBench evaluating and improving ethical safety in large language model code generation. [PDF]
He J +14 more
europepmc +1 more source
GastroTCM: a large language model assistant for gastroenterology in traditional Chinese medicine. [PDF]
Wang L +10 more
europepmc +1 more source
Impact of Large Language Model Assistance on Radiologists' Diagnostic Performance for Brain Tumors by Experience Level. [PDF]
Song CW +8 more
europepmc +1 more source

