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
Legacy of Repeated Cultivation Drives Cyclical Microbial Community Development in a Tropical Oxisol Soil. [PDF]
Dhungana I, Nguyen NH.
europepmc +1 more source
Building trust in American hospital-community development projects: a scoping review. [PDF]
Nandyal S +4 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
Effects of acid mine drainage on microbial community development and physicochemical properties of mine contaminated sites in Southwest China. [PDF]
Zhang S, Wu P, Zhang J, Li Q, Luo C.
europepmc +1 more source
COVID-19 exposure during pregnancy and low birth weight in community development blocks, Purba Bardhaman: A retrospective cohort study. [PDF]
De A +5 more
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
CoLabS: A collaborative space for transdisciplinary work in sustainable community development. [PDF]
Jost F, Newell R, Dale A.
europepmc +1 more source
Reproduction of stacking fault energy calculations from literature with a semi‐automated large language model‐assisted extraction procedure: extraction of simulation protocol, atomistic structures, computational parameters, and reported results, ontology alignment, knowledge graph construction and, finally, recomputation forvalidation.
Sepideh Baghaee Ravari +5 more
wiley +1 more source
Community Cancer Champions' Project: Learning From the Design and Implementation of an Integrated Health and Voluntary and Community Sector (VCS) Asset-Based Community Development Project - A Case Study From Plymouth, England. [PDF]
Stevenson K +4 more
europepmc +1 more source

