Data‐Driven Materials Science for Energy‐Sustainable Applications
Data‐driven approaches powered by artificial intelligence are transforming materials discovery for energy sustainability. This review examines how auto‐generated high‐quality materials databases and domain‐specific language models accelerate research in photovoltaics, thermoelectrics, batteries and magnetic materials. Applications involve extraction of
Jacqueline M. Cole
wiley +1 more source
Multi-objective machine learning framework for welfare-optimized health insurance design in infectious disease management (Gastroenteritis). [PDF]
Momahhed SS, Haghighathoseini A.
europepmc +1 more source
Sustainable and Multifunctional Natural Macromolecular Polymers for Aqueous Zn Metal Batteries
We comprehensively review the structure‐function relationships and regulatory mechanism of natural macromolecular polymers in stabilizing zinc anodes at the microscopic and mesoscopic scales. The interactions among polymer structures, optimization strategies, and regulatory mechanisms are discussed systematically summarizing recent related research ...
Yunuo Shi +13 more
wiley +1 more source
Green finance and technological innovation interact to shape economic growth in China. [PDF]
He L, Malim NAK, Xuyang D, Zaijuan X.
europepmc +1 more source
We mechanically program liquid crystal elastomer coatings as a stimuli‐responsive and digitally addressable platform for refreshable tactile displays; we validate the perceptual performance of our dynamic device matches conventional static tactile media.
Tom Bruining +9 more
wiley +1 more source
Integrating Policies that Enable Minimally Processed Foods with Policies that Restrict Ultra-Processed Foods for Obesity and Noncommunicable Disease Prevention. [PDF]
Lara-Arevalo J +8 more
europepmc +1 more source
A circular upcycling strategy transforms waste poly(ethylene terephthalate) bottles into microwave‐responsive Ni@C catalyst featuring lattice‐distorted nickel cores and defective carbon shells. These strain‐rich heterointerfaces enhance dielectric loss and promote localized microwave hotspots, accelerating peroxymonosulfate activation and polymer‐chain
Xiao Lu +7 more
wiley +1 more source
From local pilots to national policy: key issues and challenges in implementing nationwide HPV vaccination in China. [PDF]
Tang S, Du H, Zhao F, Qiao Y.
europepmc +1 more source
Rapid thiol‐maleimide addition frequently outpaces mixing, resulting in heterogeneous hydrogels. S‐nitrosothiols act as thiol‐protecting groups, allowing uniform mixing with maleimide‐functionalized polymers before gelation. Sodium thiosulfate or sodium ascorbate then regenerates thiols on demand, triggering controlled thiol‐maleimide crosslinking ...
Julian A. Serna +7 more
wiley +1 more source
Does health insurance increase health care utilization? Evidence of ex-post moral hazard from the Social Security Scheme in Thailand. [PDF]
Sirisankanan A +2 more
europepmc +1 more source

