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Federated Automatic Latent Variable Selection in Multi-output Gaussian Processes

This paper explores a federated learning approach that automatically selects the number of latent processes in multi-output Gaussian processes (MGPs). The MGP has seen great success as a transfer learning tool when data is generated from multiple sou

Externí odkaz: http://arxiv.org/abs/2407.16935

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Fractal scaling and the aesthetics of trees

Autor: Gao, Jingyi, Newberry, Mitchell

Trees in works of art have stirred emotions in viewers for millennia. Leonardo da Vinci described geometric proportions in trees to provide both guidelines for painting and insights into tree form and function. Da Vinci's Rule of trees further implie

Externí odkaz: http://arxiv.org/abs/2402.13520

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Maximum Power of Coupled-Qubit Otto Engines

Autor: Gao, Jingyi, Hatano, Naomichi

Publikováno v: Phys. Rev. Research 6, 023172 (2024)

We put forward four schemes of coupled-qubit quantum Otto machine, a generalization of the single-qubit quantum Otto machine, based on work and heat transfer between an internal system consisting of a coupled pair of qubits and an external environmen

Externí odkaz: http://arxiv.org/abs/2305.08440

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Akademický článek

How did COVID-19 case distribution associate with the urban built environment? A community-level exploration in Shanghai focusing on non-linear relationship.

Autor: Gao, Jingyi¹ (AUTHOR), Ge, Yifu² (AUTHOR), Murao, Osamu³ (AUTHOR), Dong, Yitong^1,4 (AUTHOR), Zhai, Guofang² (AUTHOR) guofang_zhai@nju.edu.cn

Publikováno v: PLoS ONE. 10/16/2024, Vol. 19 Issue 10, p1-17. 17p.