Metal‐free carbon catalysts enable the sustainable synthesis of hydrogen peroxide via two‐electron oxygen reduction; however, active site complexity continues to hinder reliable interpretation. This review critiques correlation‐based approaches and highlights the importance of orthogonal experimental designs, standardized catalyst passports ...
Dayu Zhu +3 more
wiley +1 more source
Surface-engineered porous MXene-elastomer composites-based ultra-sensitive pressure sensor assembled via electrostatic interaction for human-machine interface. [PDF]
Kim D, Lee DW, Sim J.
europepmc +1 more source
Embodiment of a virtual prosthesis through training using an EMG-based human-machine interface: Case series. [PDF]
Rodrigues KA +8 more
europepmc +1 more source
Magnetic tunnel junctions (MTJs) using MgO tunnel barriers face challenges of high resistance‐area product and low tunnel magnetoresistance (TMR). To discover alternative materials, Literature Enhanced Ab initio Discovery (LEAD) is developed. The LEAD‐predicted materials are theoretically evaluated, showing that MTJs with dusting of ScN or TiN on ...
Sabiq Islam +6 more
wiley +1 more source
Polyphenol-Mediated Multifunctional Human-Machine Interface Hydrogel Electrodes in Bioelectronics. [PDF]
Jiang L +7 more
europepmc +1 more source
[Targeted muscle reinnervation: a surgical technique of human-machine interface for intelligent prosthesis]. [PDF]
Guo Y +9 more
europepmc +1 more source
This review highlights the role of self‐assembled monolayers (SAMs) in perovskite solar cells, covering molecular engineering, multifunctional interface regulation, machine learning (ML) accelerated discovery, advanced device architectures, and pathways toward scalable fabrication and commercialization for high‐efficiency and stable single‐junction and
Asmat Ullah, Ying Luo, Stefaan De Wolf
wiley +1 more source
Flexible photonic contactless human-machine interface based on visible-blind near-infrared organic photodetectors. [PDF]
Geng C +19 more
europepmc +1 more source
Performance Index Based on Predicted Auditory Reaction Time Analysis for the Evaluation of Human-Machine Interface in Flight Control. [PDF]
Yu W +5 more
europepmc +1 more source
The perspective presents an integrated view of neuromorphic technologies, from device physics to real‐time applicability, while highlighting the necessity of full‐stack co‐optimization. By outlining practical hardware‐level strategies to exploit device behavior and mitigate non‐idealities, it shows pathways for building efficient, scalable, and ...
Kapil Bhardwaj +8 more
wiley +1 more source

