Catalyst coordination acts as a loaded dice biasing reaction selectivity. Single‐atom site catalysts lock intermediates in exposed configurations, enabling continued hydrogenation and favoring oxygen‐retaining products. In contrast, extended metal surfaces fully coordinate and shield reactive centers, promoting deoxygenation pathways. This work reveals
Chengyi Zhang, Ziyun Wang
wiley +1 more source
Software-defined self-learning control system for industrial robots by using reinforcement learning. [PDF]
Moon J, Kim M, Lee T, Um J.
europepmc +1 more source
Phase Engineering of Nanomaterials (PEN): Evolution, Current Challenges, and Future Opportunities
This review summarizes the synthesis, phase transition, advanced characterization spanning ex situ to in situ and operando techniques, and diverse applications of phase engineering of nanomaterials (PEN). It further outlines key challenges and future opportunities, such as phase stability, architecture control, and artificial intelligence (AI)‐driven ...
Ye Chen +7 more
wiley +1 more source
An optimized ensemble framework for machinery fault detection in IoT environments. [PDF]
Devi Gayadri SV +3 more
europepmc +1 more source
Simulation-Guided Interpretable Fault Diagnosis of Hydraulic Directional Control Valves Under Limited Fault Data Conditions. [PDF]
Xia Y, Xiao A, Xiao H, Zhao X, Liu H.
europepmc +1 more source
Enhancing fault detection in new energy vehicles via novel ensemble approach. [PDF]
Akhtar I +7 more
europepmc +1 more source
AI algorithms and IoT platforms for anomaly and failure prediction in industrial machinery-systematic review. [PDF]
Marín Vásquez ME +3 more
europepmc +1 more source
A fault diagnosis method for rotating machinery components based on enhanced YOLO v8 and integrated attention mechanism. [PDF]
Wang X, Yuan L, Ma L, Liu J.
europepmc +1 more source
SA-ConSinGAN and reservoir computing fusion for accurate bearing fault classification and severity identification using GAF-based techniques. [PDF]
Shah A +4 more
europepmc +1 more source

