Behavioral and Historical Processes Jointly Maintain Genetic Connectivity in Fragmented Chinese Water Deer Populations. [PDF]
Li Z +5 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
A Systematic Review of Modeling Platforms for Atrioventricular Valves in Atrioventricular Septal Defects. [PDF]
Wang CC +5 more
europepmc +1 more source
We develop a data‐driven method to derive the mathematical expressions of the Flory–Huggins interaction parameter χ for the swelling behavior of temperature–responsive hydrogels. Starting from initial assumptions of χ, our workflow combines Bayesian optimization, Flory–Rehner theory, and symbolic regression to generate candidate χ expressions.
Yawen Wang +2 more
wiley +1 more source
Ensuring Good Transferability from Pilot- to Large-Scale Optimized Biotech Bubble Column Designs. [PDF]
Link C, Bromley J, Martin M, Takors R.
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
Design, development and testing of a digitally instrumented slurry pump test rig enabling sustainability‑conscious pump assessment in mining. [PDF]
Varghese A +4 more
europepmc +1 more source
The design of dilution loops for continuous‐flow analysis [PDF]
openaire +2 more sources
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
Secondary Cooling Water System Control Method Based on Deep Reinforcement Learning. [PDF]
Xu J, Cheng Y, Shen C, Zhang Q.
europepmc +1 more source

