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Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited

Neural Information Processing Systems, 2022
Designing spectral convolutional networks is a challenging problem in graph learning. ChebNet, one of the early attempts, approximates the spectral graph convolutions using Chebyshev polynomials.
Mingguo He, Zhewei Wei, Ji-rong Wen
semanticscholar   +1 more source

3D Janus structure MXene/cellulose nanofibers/luffa aerogels with superb mechanical strength and high-efficiency desalination for solar-driven interfacial evaporation.

Journal of Colloid and Interface Science, 2023
Interfacial solar steam generation (ISSG) is considered to be an attractive technique to address the water shortage. However, developing a sustainable thermal management, salt rejection, and excellent mechanical strength ISSG device for long-term ...
Pei-Lin Wang   +5 more
semanticscholar   +1 more source

Flexible MXene‐Based Composites for Wearable Devices

Advanced Functional Materials, 2021
In recent decades, flexible and wearable devices have been extensively investigated due to their promising applications in portable mobile electronics and human motion monitoring.
Chang Ma   +4 more
semanticscholar   +1 more source

Recent advances in cellulose and its derivatives for oilfield applications.

Carbohydrate Polymers, 2021
The purpose of this review is to summarize and discuss the recent developments in exploring cellulose and its derivatives in the applications of oilfield chemicals for petroleum drilling and exploiting. We begin with a brief introduction of cellulose and
Kun Liu   +10 more
semanticscholar   +1 more source

Multifunctional MXene Conductive Zwitterionic Hydrogel for Flexible Wearable Sensors and Arrays.

ACS Applied Materials and Interfaces, 2023
Conductive hydrogels have good prospects in the fields of flexible electronic devices and artificial intelligence due to their biocompatibility, durability, and functional diversity.
Wenyan Guo   +6 more
semanticscholar   +1 more source

Conductive nanocomposite hydrogels for flexible wearable sensors

Journal of Materials Chemistry A
We present a comprehensive review of the recent research advances in the field of sensors based on hydrogels with nanofillers. The characteristics and design strategies of nanofillers are highlighted and multiple properties of conductive nanocomposite ...
Wen-Yan Guo, Mingguo Ma
semanticscholar   +1 more source

3D dual-network structure poly (vinyl alcohol)/cellulose nanofibers/MXene hydrogel evaporator with high-efficiency desalination for solar-driven water purification.

International Journal of Biological Macromolecules
Interfacial solar steam generation (ISSG) provides a sustainable solution to global water scarcity, yet achieving high efficiency, salt resistance, and long-term stability remains challenging.
Zhong-Hui Guo   +3 more
semanticscholar   +1 more source

HiFAR: Multi-Stage Curriculum Learning for High-Dynamics Humanoid Fall Recovery

IEEE/RJS International Conference on Intelligent RObots and Systems
Humanoid robots encounter considerable difficulties in autonomously recovering from falls, especially within dynamic and unstructured environments. Conventional control methodologies are often inadequate in addressing the complexities associated with ...
Penghui Chen   +4 more
semanticscholar   +1 more source

Booster Gym: An End-to-End Reinforcement Learning Framework for Humanoid Robot Locomotion

arXiv.org
Recent advancements in reinforcement learning (RL) have led to significant progress in humanoid robot locomotion, simplifying the design and training of motion policies in simulation.
Yushi Wang   +4 more
semanticscholar   +1 more source

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