Graph augmentation guided federated knowledge distillation for multisite functional MRI analysis

Pattern Recognition, Journal Year: 2025, Volume and Issue: unknown, P. 111559 - 111559

Published: March 1, 2025

Language: Английский

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The influence of global gallium trade network dynamics on price: A complex network and panel regression approach

Resources Policy, Journal Year: 2024, Volume and Issue: 93, P. 105091 - 105091

Published: May 23, 2024

Language: Английский

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Accounting carbon emission responsibility on China's ICT sector under different principles based on the EE-MRIO model

Environmental Technology, Journal Year: 2025, Volume and Issue: unknown, P. 1 - 12

Published: March 4, 2025

The purpose of this study is to investigate and compare the ICT sector's carbon emission responsibility under production-based (PBA), consumption-based (CBA), income-based accounting principle (IBA) shared-responsibility approach (SRA), focusing on case China. We utilise environmentally extended multiregional input-output (EE-MRIO) model based China's 2012 2017 provincial MRIO table. empirical finding demonstrate that responsibilities assigned sector CBA greater than those SRA, IBA PBA. Regional emissions are highly concentrated PBA IBA. absolute amount increased all method, but increase in national share varied significantly. inter-sectoral transfer pattern, shows exhibits dual lock-in effects, demonstrates strong supply-chain dependencies, upstream procurement anchored energy-intensive sectors (S23, S14, S13), while downstream consumption path-dependent concentration S23, S29. Inter-regional significant regional heterogeneity. In economically developed provinces like Guangdong, Beijing Zhejiang, has a downstream-pushing effect notable upstream-pulling other regions. Conversely, less northeastern northwestern provinces, sector, mainly serving local consumption, leads minimal effect. These results provide supportive references for China develop more integrated policies, supporting common differentiated reduction targets.

Language: Английский

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Cascading failure prediction and recovery in large-scale critical infrastructure networks: A survey

Information and Software Technology, Journal Year: 2025, Volume and Issue: unknown, P. 107705 - 107705

Published: March 1, 2025

Language: Английский

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Study of Potential Embodied Carbon Transfer Flows Based on Link Prediction Model

Energies, Journal Year: 2025, Volume and Issue: 18(8), P. 2068 - 2068

Published: April 17, 2025

In the increasingly severe situation of global climate change, reducing CO2 emissions has become consensus governments. Grounded in principle consumer responsibility, policymakers are focusing on cross-regional transfer carbon to delineate responsibilities more clearly. Evaluating embodied (ECs) goods and services forecasting pathways is essential for driving energy transition devising effective carbon-reduction strategies. This study summarizes evolutionary characteristics EC-transfer network from 2013 2022 analyzes underlying causes. Further, a link prediction model incorporating both endogenous exogenous factors developed investigate potential pathways. The findings reveal following: (1) Since 2013, China, Russia, India have dominated net EC out-strength, accounting over 70% total strength, primarily directed towards European Union (EU) United States (USA). (2) analysis out-intensity in-intensity indicates that countries like Russia South Africa carbon-emitting export-oriented industries their economic structure should corresponding carbon-emission responsibility downstream consuming countries. Countries Mexico Switzerland, due reliance importing EC-intensive products, assume responsibility. (3) Economies such as Germany, USA, France, characterized by high efficiency, serve key drivers implementation emission-reduction (4) based proposed hybrid similarity indicator highest accuracy. results higher probability forming stable links between importers, importers exporters. enhances policymakers’ understanding international trade management, facilitates development long-term strategies cross-national collaborative emission reduction.

Language: Английский

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Identifying influential nodes based on hybrid centrality of receivers in the second-order dissemination

Information Sciences, Journal Year: 2025, Volume and Issue: unknown, P. 122208 - 122208

Published: April 1, 2025

Language: Английский

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Invisible chains: Tracking urban carbon-economic inequality in China

Cities, Journal Year: 2025, Volume and Issue: 164, P. 106075 - 106075

Published: May 30, 2025

Language: Английский

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Identifying the optimal node group of carbon emission efficiency correlation network in China based on pinning control theory

Applied Energy, Journal Year: 2024, Volume and Issue: 368, P. 123353 - 123353

Published: May 28, 2024

Language: Английский

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