306 citations
- Shanghai Jiao Tong UniversityCN21 papers
- State Key Laboratory of Ocean Engineering8 papers
- Fudan UniversityCN6 papers
- Shanghai UniversityCN4 papers
- Edinburgh Napier UniversityGB3 papers
- Free University of Bozen-BolzanoIT3 papers
- University of DerbyGB3 papers
- Indian Institute of Technology BombayIN2 papers
- Institute of OceanologyCN2 papers
- National Taiwan UniversityTW2 papers
- Qinghai UniversityCN2 papers
- Shanghai Astronomical ObservatoryCN2 papers
48 papers
Privacy-enhanced federated learning via asynchronous aggregation and local differential perturbation
Zhen Zhong, Shini Yang, Liesheng Wei
This study proposes a privacy-enhanced federated learning framework to address secure collaborative training in distributed data environments. The framework integrates Dynamic Diff…
Unexpected limitation of tropical cyclone genesis by subsurface tropical central-north Pacific during El Niño
Cong Gao, Lei Zhou, Chunzai Wang +2
The vast tropical Pacific is home to the majority of tropical cyclones (TCs) which threaten the rim countries every year. The TC genesis is nourished by warm sea surface temperatur…
Crucial role of subsurface ocean variability in tropical cyclone genesis
Cong Gao, Lei Zhou, I. -I. Lin +4
The upper ocean provides thermal energy to tropical cyclones. However, the impacts of the subsurface ocean on tropical cyclogenesis have been largely overlooked. Here, we show that…
Error Growth Dynamic and Predictability of Tropical Cyclone in Machine Learning Weather Prediction Model
Jingchen Pu, Mu Mu, Jie Feng +1
Predictability analysis, which focuses on perturbation growth dynamic, is a key problem in both weather and climate prediction. Among all perturbations, the conditional nonlinear o…
Spatial symmetry invariance of solution of Kolmogorov flow
Shijun Liao
We prove a mathematical theorem that solution for all of the two-dimensional (2D) Kolmogorov flow governed by Navier-Stokes (NS) equations with periodic boundary condition…
Polymer-inspired mechanical metamaterials
Zhenyang Gao, Pengyuan Ren, Yifeng Dong +18
Metamaterials benefit from unique architected patterns to achieve lightweight with exceptional mechanical properties inaccessible to conventional materials. Typical mechanical meta…