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
A study on the refined population spatialization method integrating multi-source data: A case study of Yuxi city. [PDF]
Zhang F +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
The Lie Group Basis of Neuronal Membrane Architecture: Why the Hodgkin-Huxley Equations Take Their Form. [PDF]
Melendy RF, Blue DH.
europepmc +1 more source
Tailoring Antioxidant Activities: Metal-Type Dependent, Highly Active SOD or Catalase Mimetics. [PDF]
Martínez-Camarena Á +6 more
europepmc +1 more source
A local-global principle for nonequilibrium steady states. [PDF]
Calvert J, Randall D.
europepmc +1 more source
Insights into the olaparib-mediated cell death mechanisms in canine hematological malignancies: a different fate for CLBL-1 and GL-1 cell lines. [PDF]
Mucignat G +6 more
europepmc +1 more source
Using firm-level supply chain networks to measure the speed of the energy transition. [PDF]
Stangl J, Borsos A, Thurner S.
europepmc +1 more source

