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
Finite Element Analysis of Thermal-Mechanical Coupling and Process Parameter Optimization in Laser Etching of Al-Tedlar-Kevlar Composite Films. [PDF]
Liu M +5 more
europepmc +1 more source
Creep‐Induced Microstructural Evolution in an A2‐B2 Superalloy
A 27.3Ta‐27.3Mo‐27.3Ti‐8Cr‐10Al (at.%) refractory high‐entropy alloy with precipitation‐strengthened A2‐B2 microstructure was studied by creep tests at 1030°C, which demonstrate a transition in deformation mechanisms in the range of 100–150 MPa applied stress. This is associated with changes in dislocation–precipitate interactions. Relevant deformation
Liu Yang +10 more
wiley +1 more source
Parameter optimization of key components in seed-metering device for pre-cut seed stems of Pennisetum hydridum. [PDF]
Liu C +9 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
Speed up Multi-Scale Force-Field Parameter Optimization by Substituting Molecular Dynamics Calculations with a Machine Learning Surrogate Model. [PDF]
Strickstrock R +3 more
europepmc +1 more source
Process parameter optimization for enhanced mechanical and thermal properties of kenaf/jute hybrid composites using grey fuzzy logic. [PDF]
Murugan A +6 more
europepmc +1 more source
A Four-Layer Numerical Model for Transdermal Drug Delivery: Parameter Optimization and Experimental Validation Using a Franz Diffusion Cell. [PDF]
Jonsdottir F +3 more
europepmc +1 more source
Enhancing In Situ Carbonation of Fresh Paste via Cal-Al Layered Double Oxide and Mixing Parameter Optimization. [PDF]
Chi L +9 more
europepmc +1 more source
GPO-VAE: modeling explainable gene perturbation responses utilizing GRN-aligned parameter optimization. [PDF]
Baek S, Park S, Chok YT, Gim M, Kang J.
europepmc +1 more source

