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
System dynamics modelling methods for public health policy evaluation: a systematic literature review focussing on mental health and substance use disorders. [PDF]
Valkenburg HJ +5 more
europepmc +1 more source
An efficient density peak cluster algorithm for improving policy evaluation performance. [PDF]
Yu Z, Yan Y, Deng F, Zhang F, Li Z.
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 supportive policy environments for hospice care in china: a quantitative policy evaluation based on the PMC-Index model. [PDF]
Li L, Gong X.
europepmc +1 more source
Seasonality, mass vaccination and critical policy evaluation on global exit strategy of COVID-19 crisis. [PDF]
Roy I, Chapungu L, Nyambiya I.
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
Provincial and territorial results and recommendations from the Canadian Alcohol Policy Evaluation project: Room for improvement. [PDF]
Priore I +17 more
europepmc +1 more source
Health surveillance indicators for diet and physical activity: what is available in European data sets for policy evaluation? [PDF]
Stanley I +11 more
europepmc +1 more source
Learning Highly Dynamic Skills Transition for Quadruped Jumping Through Constrained Space
A quadruped robot masters dynamic jumps through constrained spaces with animal‐inspired moves and intelligent vision control. This hierarchical learning approach combines imitation of biological agility with real‐time trajectory planning. Although legged animals are capable of performing explosive motions while traversing confined spaces, replicating ...
Zeren Luo +6 more
wiley +1 more source

