In Situ Local Resistance Analysis of Mechanical Degradation in All-Solid-State Batteries. [PDF]
Gamo H +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
(TD)DFT investigation of donor influence on the electronic and photovoltaic properties of D-π-A-π-A quinoxaline dyes. [PDF]
Soeiro MM, Rosa NMP, Borges I.
europepmc +1 more source
The PRIMA Thesaurus for Materials Science and Engineering
The PRIMA Thesaurus is a structured vocabulary designed to improve how materials science data is described and shared. Developed with input from multiple experts, it enables clear documentation of research workflows, data exchange, and reuse across platforms.
Rossella Aversa +8 more
wiley +1 more source
Channel-resolved excitation trends in Si, GaAs, and NiO for sub-GeV dark matter detection. [PDF]
Sharaf MAM.
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
Robots and Minimal, Physics-Informed Features: A Hybrid Framework for Enzyme Catalysis. [PDF]
Onishchenko N +8 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
Non-adiabatic effects in the photodissociation of H<sub>2</sub>S.
Perri AN +3 more
europepmc +1 more source
GFN1-xTB-Assisted Machine Learning for Electronic Structure Screening of Metal-Organic Frameworks. [PDF]
Jose A, Walsh A.
europepmc +1 more source

