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
A dual water isotope dataset for quantifying summer water mass transport in the northern South China Sea. [PDF]
Liu S +6 more
europepmc +1 more source
Effects of Vertical Water Mass Segregation on Bacterial Community Structure in the Beaufort Sea. [PDF]
Fu Y, Rivkin RB, Lang AS.
europepmc +1 more source
The present study investigates recycling of NiTi shape memory alloys via vacuum induction melting. An ingot was synthesized from elemental Ni and Ti and subjected to three subsequent remelting cycles. Remelting increases process durations and impurity levels and adversely affects microstructures and functional properties.
Sakia Sophia Noorzayee +7 more
wiley +1 more source
Water mass mixing controls methane cycling and emission in highly hydrodynamic regions of the open ocean. [PDF]
Li XJ +11 more
europepmc +1 more source
A dataset of temperature and salinity in the South Brazil Bight: Identifying water mass interfaces. [PDF]
Dottori M +3 more
europepmc +1 more source
Current Status and Challenges in Data Collection for Aerospace Coatings Deposited by Plasma Spraying
An innovative approach has been integrated into the GRENAT project to optimize plasma spraying and coating performance. Raw materials are accelerated and melted in the plasma generated by torches, creating coatings. Monitoring sensors collect process data which are combined with ex situ characterization data.
Lila Randriamananjara +8 more
wiley +1 more source
Subduction of a low-salinity water mass around the Xisha Islands in the South China Sea. [PDF]
Huang Z, Zhuang W, Liu H, Hu J.
europepmc +1 more source
Modular Critical Element Recycling Platform Using a Nanoporous Additively Manufactured Gyroid
A modular recycling platform integrates 3D‐printed nanoporous gyroid structures to enable efficient critical element recovery. This system utilizes a hierarchical architecture, combining macroscopic channels with polymerization‐induced nanoscale porosity. By systematically tuning structural wall thickness and resin formulation, the platform achieves an
Xiangyu Gao +6 more
wiley +1 more source
Whole-body water mass and kidney function: a Mendelian randomization study. [PDF]
Wei X +6 more
europepmc +1 more source

