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
Relational active learning for link-based classification
Luke K. McDowell
openalex +2 more sources
Explainable Active Learning (XAL): An Empirical Study of How Local Explanations Impact Annotator Experience [PDF]
Bhavya Ghai +4 more
openalex +1 more source
MolQuery: Prediction of Lipid Synthesizability Using Active Learning. [PDF]
Broadbent J +14 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
Project-based Learning in Promoting Active Learning for Arabic as Foreign Language Learners
Laily Fitriani, Zakiyah Arifa
openalex +1 more source
Automated active learning to optimize hydrogel drug release profiles. [PDF]
Cheong E, Radford DC, Gormley AJ.
europepmc +1 more source
A Topology Optimization Framework for the Inverse Design of Nonlinear Mechanical Metamaterials
This work uses topology optimization to design unit cells for mechanical metamaterials with a prescribed nonlinear stress–strain response. The framework adds contact and postbuckling modeling to synthesize microstructures for three highly nonlinear responses, including pseudoductile behavior, monostable with snap‐through buckling, and bistable ...
Charlie Aveline +2 more
wiley +1 more source
Active Learning in Biostatistics Education for Medical Students: A Systematic Review and Meta-Analysis. [PDF]
Quinapanta Castro NI +2 more
europepmc +1 more source

