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
Vertical farming as a land sparing strategy: GHG implications for UK agricultural landscapes.
Gargaro M +4 more
europepmc +1 more source
Evolution of Excited States in Bismuth Vanadate: Trapping and Kinetic Pathways. [PDF]
Möslinger T, Wiktor J.
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
Molecular basis for alternative charge separation pathways in type-II photosynthetic reaction centers. [PDF]
Noji T, Saito K, Tamura H, Ishikita H.
europepmc +1 more source
Fatigue Crack Initiation and Growth in Nanocrystalline Ni at Multiple Length‐Scales
Overview of miniaturized in situ SEM fatigue setup and resultant fatigue crack growth data for nanocrystalline Ni. The presented study focuses on the analysis of fatigue crack growth rate (FCGR) in focused ion beam‐notched microcantilevers prepared from nanocrystalline (NC) Ni as a model material.
Igor Moravcik +7 more
wiley +1 more source
Immediate and sustained resolution of chronic post-traumatic diplopia following lower eyelid adhesiolysis using plasma energy (Plexr): An 8-month follow-up case report. [PDF]
Tsioumas SG +4 more
europepmc +1 more source
Tailoring Functional Properties of Ti–Ni–Cu Shape Memory Alloy Thin Films for MEMS Actuators
A comprehensive study of critical parameters required to develop well‐performing Ti–Ni–Cu thin film shape memory alloy microactuators is provided. Materials science and device integration aspects are integrated by addressing structural and physical relationships using complementary characterization techniques as well as a practical fabrication solution
Elaheh Akbarnejad +6 more
wiley +1 more source
Environmental Assessment and Eco-Efficiency of Airport Pavements Incorporating Warm RAP Base Layers. [PDF]
Junior WC +7 more
europepmc +1 more source
Comparative Adsorption of Phenol and <i>p</i>-Chlorophenol on a Chitosan-Cellobiose Dimer in an Aqueous Medium: A DFT Study of Hydrogen Bonding and Noncovalent Interactions. [PDF]
Palomo JAP +2 more
europepmc +1 more source

