Deep learning resilience inference for complex networked systems

C Liu, F Xu, C Gao, Z Wang, Y Li, J Gao - Nature Communications, 2024 - nature.com
Resilience, the ability to maintain fundamental functionality amidst failures and errors, is
crucial for complex networked systems. Most analytical approaches rely on predefined …

Can a bottleneck capacity enhancement policy postpone infrastructure network collapse?

T Zhu, X Yang, Z Ma, J Gao, J Wu - Transport Policy, 2025 - Elsevier
In the operational processes of infrastructure networks, the occurrence of supply-demand
imbalances can precipitate component overloads, and the rupture of critical bottlenecks may …

A cascade model for the robustness of patient-sharing networks

T Yang, W Gu, L Deng, A Liu, Q Wu, Z Zhang… - Chaos, Solitons & …, 2025 - Elsevier
The rising incidence of chronic diseases and the outbreak of infectious diseases have posed
significant challenges to regional healthcare systems. As critical institutions within these …

Patient flow networks absorb healthcare stress during pandemic crises

L Zhong, S Pei, J Gao - arxiv preprint arxiv:2410.06031, 2024 - arxiv.org
Disasters, such as the recent COVID-19 pandemic, impose recurrent and heterogeneous
stress on healthcare systems, necessitating the redistribution of stress to enhance …

Association and Variation Between the COVID-19 Pandemic and Health Care Quality in the Medicare Shared Savings Program: Insights From a Seven-Year Natural …

X Hu, MH Ouayogodé - Journal of Public Health Management and …, 2024 - journals.lww.com
Potential changes in health care quality resulting from variation in pandemic severity since
2020 have received less attention. This study aims to assess the relationship between the …

Collaboration in organizational borderlands–Achieving seamless care for patients with complex care needs

AT Hedqvist - 2025 - diva-portal.org
Aim: The overall aim was to explore inter-organizational collaboration and adaptability in
care coordination, focusing on seamless care for patients with complex care needs …