This review focuses on solar‐driven interfacial evaporation (SIE) for sustainable desalination, covering material design, performance, and applications. It also discusses current challenges and future directions, positioning SIE as a key technology to address global water scarcity. ABSTRACT The global freshwater crisis, intensified by population growth
Jiugang Li +10 more
wiley +1 more source
Training Continuously‐Coupled Reconfigurable Photonic Chips with Quantum Machine Learning
In this manuscript, we devise a machine learning approach to program the operation of integrated programmable circuits to perform a desired target unitary. The method uses a black‐box methodology and is suitable for reconfigurable continuously‐coupled waveguide arrays.
Denis Stanev +2 more
wiley +1 more source
Disc‐Toroid Hybrid Lipid Nanoparticles for Efficient Drug Encapsulation and Subcutaneous Delivery
This study demonstrates sub‐50 nm solid‐lipid nanoparticles with long‐term stability, high drug loading, and strong tissue compatibility. Disc‐toroid morphology is confirmed and may play a role in cellular interactions, while low cytotoxicity and minimal systemic permeation confirm depot‐like behavior. These nanoparticles represent a versatile platform
Zanelle van Niekerk +9 more
wiley +1 more source
Curbing domestic violence: instantiating C-K theory with formal concept analysis and emergent self organizing maps. [PDF]
In this paper we propose a human-centered process for knowledge discovery from unstructured text that makes use of Formal Concept Analysis and Emergent Self Organizing Maps.
Dedene, Guido +3 more
core
Secure data authentication and access control protocol for industrial healthcare system. [PDF]
Gupta DS, Mazumdar N, Nag A, Singh JP.
europepmc +1 more source
Artificial gauge fields and dimensions in a polariton hofstadter ladder. [PDF]
Widmann S +13 more
europepmc +1 more source
Connecting the free energy principle with quantum cognition. [PDF]
Gunji YP, Shinohara S, Basios V.
europepmc +1 more source
Atomic representation and algorithms for polytomous knowledge spaces. [PDF]
He Z.
europepmc +1 more source
Exploring quantum annealing for coarse-grained protein folding. [PDF]
Scheiber T, Heller M, Giebel A.
europepmc +1 more source
A mechanical model based on watermelons for the study of dynamic cranial remolding orthoses. [PDF]
Veloso F +8 more
europepmc +1 more source

