Organic Materials of Tomorrow: Horizons of Artificial Intelligence
This review examines machine learning techniques accelerating the discovery of organic semiconductors by linking molecular structure to properties. Key methods include graph neural networks, generative models, and active learning. Applications to organic photovoltaics demonstrate practical impact.
Harold Mena +3 more
wiley +1 more source
Research software: A key (neglected) component of the digital research infrastructure ecosystem
Anelda van der Walt +5 more
doaj +1 more source
The Political Determinants of Oral Health Inequalities: Lessons in Policy Development and Implementation From Six Case Studies. [PDF]
Serban ST +10 more
europepmc +1 more source
Topology‐Orchestrated Multi‐physical Energy Control in Turtle Shell‐Inspired Metamaterials
A turtle shell‐inspired lattice metamaterial efficiently manages acoustic, fluid‐thermal, and mechanical energy flows simultaneously. The unique hybrid‐coupling architecture achieves superior sound attenuation via pore‐cavity resonance, facilitates effective airflow transport, and maximizes mechanical energy absorption through multistage cell ...
Xi Wang +3 more
wiley +1 more source
A Cross-Sectional Assessment of Quality of Life Among Healthcare Professionals in North-Central Saudi Arabia: Implications for Workforce Well-Being and Policy Development. [PDF]
Al-Hazmi AH +5 more
europepmc +1 more source
Towards a Policy Development Methodology for Human-Centred IoT Collectives. [PDF]
Batool A, Loke SW, Fernando N, Kua J.
europepmc +1 more source
Grafted Low‐Leakage Si/AlN p‐n Diodes Enabled by Fluorinated AlN Interface
This work demonstrates a fluorination‐based interface engineering strategy that transforms oxygen‐terminated AlN surfaces into fluorine‐terminated interfaces for grafted p‐Si/n‐AlN diodes. By combining pseudo‐ALE oxide removal, XeF2 fluorination, and ultrathin SiNx stabilization, the engineered interface suppresses defect‐assisted reverse leakage by ...
Yi Lu +21 more
wiley +1 more source
Developing an evidence base to inform retirement home policy development using an equity and diversity lens: a mixed methods study protocol. [PDF]
Kehoe MacLeod K +18 more
europepmc +1 more source
Scalable Task Planning via Large Language Models and Structured World Representations
This work efficiently combines graph‐based world representations with the commonsense knowledge in Large Language Models to enhance planning techniques for the large‐scale environments that modern robots will need to face. Planning methods often struggle with computational intractability when solving task‐level problems in large‐scale environments ...
Rodrigo Pérez‐Dattari +4 more
wiley +1 more source
Assessment of Food Environment in Public Facilities of Urban Municipalities in Nepal: A Baseline Study for Municipal-Level Healthy Food Procurement and Service Policy Development. [PDF]
Shrestha N +5 more
europepmc +1 more source

