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Article
Identifying and alleviating the durability challenges in membrane-electrode-assembly devices for high-rate CO electrolysis
CO electrolysis (COE) has emerged as an important alternative technology to couple with other sustainable techniques for transitioning towards a carbon-neutral future. A large challenge for the deployment of h...
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Article
Open AccessDesign principles for water dissociation catalysts in high-performance bipolar membranes
Water dissociation (WD, H2O → H+ + OH−) is the core process in bipolar membranes (BPMs) that limits energy efficiency. Both electric-field and catalytic effects have been invoked to describe WD, but the interplay...
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Article
Open AccessBipolar membrane electrolyzers enable high single-pass CO2 electroreduction to multicarbon products
In alkaline and neutral MEA CO2 electrolyzers, CO2 rapidly converts to (bi)carbonate, imposing a significant energy penalty arising from separating CO2 from the anode gas outlets. Here we report a CO2 electrolyze...
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Chapter and Conference Paper
Generation Method of Control Strategy for Aircrafts Based on Hierarchical Reinforcement Learning
With the increasing density of air traffic and the complexity of the terminal sector, air traffic controllers will face more challenges and pressures in ensuring the safe and efficient operation of air traffic...
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Chapter and Conference Paper
Information Extraction of the Aerodrome Hazardous Weather Warning via Deep Learning
The bad weather would affect the operation of airport. Improving capability of weather information detection can guarantee efficient operation of airport. Some air traffic management systems are able to extrac...
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Chapter and Conference Paper
Information Extraction of Air-Traffic Control Instructions via Pre-trained Models
The air traffic controllers always use air-traffic control instructions (ATC instructions) to command aircrafts. The ATC instruction consists of some situation mentions such as flight number, status, and targe...
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Chapter and Conference Paper
Small-Object Detection with Super Resolution Embedding
The detection performance of ground vehicles on the airport surface in video-sensor based air traffic control surveillance has not been satisfactory compared to larger planes, especially in panoramic images of...
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Chapter and Conference Paper
A Method Based on Deep Reinforcement Learning to Generate Control Strategy for Aircrafts in Terminal Sector
With the increasing air traffic density and complexity in terminal sector, air traffic controllers will face more challenges and pressures to ensure the safe and efficient operation of air traffic. In this wor...
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Chapter and Conference Paper
An ATM Knowledge Graph-Based Method of Dynamic Information Fusion and Correlation Analysis
In order to fuse information and analyze correlation more efficiently and flexibly, an air traffic management (ATM) knowledge graph-based method is proposed to reorganize the information flexibly and manage th...
