Every parameter matters: Ensuring the convergence of federated learning with dynamic heterogeneous models reduction

H Zhou, T Lan, GP Venkataramani… - Advances in Neural …, 2024 - proceedings.neurips.cc
Abstract Cross-device Federated Learning (FL) faces significant challenges where low-end
clients that could potentially make unique contributions are excluded from training large …

Structural Superlubricity of Two-Dimensional Materials: Mechanisms, Properties, Influencing Factors, and Applications

FB Wu, SJ Zhou, JH Ouyang, SQ Wang, L Chen - Lubricants, 2024 - mdpi.com
Structural superlubricity refers to the lubrication state in which the friction between two
crystalline surfaces in incommensurate contact is nearly zero; this has become an important …

3D printing of release-agent retaining molds

X Yang, T Wu, D Liu, J Wu, Y Wang, Y Lu, Z Ji, X Jia… - Additive …, 2023 - Elsevier
Interest in 3D-printed molds has continued to increase due to their flexible design, freeform
fabrication, and rapid prototyping; however, they still rely on extra surface treatment with …

Unveiling the site-dependent characteristics and atomic mechanism of graphene growth on the polycrystalline diamond: Insight from the experiments and ReaxFF …

S Chen, Q Bai, H Wang, S Wang - Carbon, 2023 - Elsevier
The synthesis of graphene on functional materials has been an issue of great interest in the
field of new-functional nanomaterials. As a promising semiconductor and mechanical …

Oleic acid modified oxide graphene/triazine-based covalent-organic frameworks composite: cooperation between heterostructure and electrical double layer to …

Q Yan, H Ma, D Zhang, P Wen, M Fan - Tribology International, 2023 - Elsevier
Designing novel additives to construct the lubrication film integrating multi-configuration
provides a promising solution for developing the lubricants with the excellent tribological …

Tribological evaluation of few-layer nitrogen-doped graphene as an efficient lubricant additive on engine cylinder liner: experiment and mechanism investigation

W Lei, W Tang, X Mo, Z Tian… - Journal of …, 2023 - asmedigitalcollection.asme.org
The restricted adsorption capacity of ordinary graphene at high temperature limits its
application in engine lubrication. To address this, nitrogen-doped element-modified …

Effects of the transfer method and interfacial adhesion on the frictional and wear resistance properties of a graphene-coated polymer

TB Yallew, P Narute, RS Sharbidre, JC Byen, J Park… - Nanomaterials, 2023 - mdpi.com
Graphene is a promising candidate used to reduce friction and wear in micro-and nano-
device applications owing to its superior mechanical robustness and intrinsic lubrication …

High throughput theoretical prediction of the low friction at the interfaces of homo-and heterojunction composed of C3N

Z Cui, M Yang, X Ruan, X Fan, F Zhou, W Liu - Applied Surface Science, 2023 - Elsevier
Recently, single crystalline two-dimensional (2D) carbonitride, C 3 N has been synthesized.
It has demonstrated outstanding physical properties, including ultra-high stiffness and …

Fedssc: Shared supervised-contrastive federated learning

S Hu, L Feng, X Yang, Y Chen - arXiv preprint arXiv:2301.05797, 2023 - arxiv.org
Federated learning is widely used to perform decentralized training of a global model on
multiple devices while preserving the data privacy of each device. However, it suffers from …

Ion-beam radiation-induced Eshelby transformations: The mean and variance in hydrostatic and shear residual stresses

Y Chen, QJ Li, AD O'Brien, Y Yang, Q He… - Extreme Mechanics …, 2023 - Elsevier
Ion beam plays a pivotal role in ion implantations and the fabrication of nanostructures.
However, there lacks a quantitative model to describe the residual stresses associated with …