A novel robust multi-objective evolutionary optimization algorithm based on surviving rate by Wenxiang Jiang, Kai Gao, Shuwei Zhu, Lihong Xu

“…Despite the success of multi-objective evolutionary optimization algorithms in addressing complex optimization problems, research focusing on input disturbances remains limited. …”
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The belt and road initiative and risk transmission mechanisms in China's manufacturing global industry chain: a structural vulnerability analysis by Xue Chen, Maoqiang Zhang, Gongyan Yang

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Detecting schizophrenia, bipolar disorder, psychosis vulnerability and major depressive disorder from 5 minutes of online-collected speech by Julianna Olah, Win Lee Edwin Wong, Atta-ul Raheem Rana Chaudhry, Omar Mena, Sunny X. Tang

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The Complex Bidirectional Relationship Between Depression and Cardiovascular Disease by Jakub Robak, Stanisław Telega, Paweł Bollin, Urszula Szymczak, Wojciech Wiesław Lachór, Monika Barbara Solarz, Julia Piekarska, Justyna Maria Solarz, Jakub Tomasz Wawrzyńców, Weronika Cyrkler

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Family protection motivation and economic vulnerability: a network analysis of public influenza risk perception, education and mitigation strategies in China by Cheng Yang, Cheng Yang, Jiawei Li, Jiawei Li, Xianqiong Feng, Xianqiong Feng, Shaoyu Su, Shaoyu Su, Qin Zeng, Qin Zeng

“…Conventional linear models fail to capture the complex interactions between risk cognition, family protection motivation, and socioeconomic vulnerability—particularly within collectivist contexts like China. …”
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Integrative radiomics analyses identify universal signature for predicting prognosis and therapeutic vulnerabilities across primary and secondary liver cancers: A multi-cohort stud... by Hongjie Xin, Qianwei Lai, Yanping Liu, Naying Liao, Ying Wang, Bihong Liao, Keyang Zhou, Yuchen Zhou, Yang Bai, Zhihua Chen, Yuanping Zhou

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Using a robust decision making (RDM) approach to explore current and future vulnerabilities of a semi-arid coastal basin: a case study of the Quilimarí basin in Chile by David Poblete, David Poblete, Sebastián Vicuña, Sebastián Vicuña, Sebastián Vicuña, Sebastián Aedo, Edmundo Molina-Perez, Hermilo Cortés, Oscar Melo, Oscar Melo, Anahí Ocampo-Melgar, Kiara Tesen, Kiara Tesen, Francisco Suárez, Francisco Suárez, Juan Pablo Herane, Francisco Meza, Francisco Meza, Francisco Meza, Katherine Duarte, Diego González, Sarah Leray, Sarah Leray, Megan Williams, Megan Williams, Megan Williams, Aurora Gaxiola, Aurora Gaxiola, Aurora Gaxiola, Gabriela Alfaro, David Morales-Moraga, David Morales-Moraga

“…The model simulates trade-offs between different objectives, such as groundwater extraction for agriculture and job creation versus potable water for rural communities. The vulnerability exploration scenarios suggest a complex future, with up to a 40% reduction in precipitation and increased water demand from household and tourism use. …”
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Non-pharmaceutical interventions to optimize cancer immunotherapy by Maximilian Boesch, Florent Baty, Frank Rassouli, Tobias Kowatsch, Markus Joerger, Martin Früh, Martin H. Brutsche

“…Too much focus on the medical side and one’s own vulnerability and mortality might be counterproductive and not doing justice to the complexity of human nature. …”
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Influence of model selection on optimal control of traffic for emissions minimisation by Khatun E Zannat, Judith Y T Wang, David P Watling

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STID-Net: Optimizing Intrusion Detection in IoT with Gradient Descent by James Deva Koresh Hezekiah, Usha Nandini Duraisamy, Kalaichelvi Nallusamy, Avudaiammal Ramalingam, Saranya Chandran, Murugesan Rajeswari Thiyagupriyadharsan, Periasamy Selvaraju, Rajagopal Maheswar

“…The STID-Net is also experimented with the MBGD and SGD optimizers, and we are satisfied with the performance of the SGD optimizer in both the IoMT and IIoT datasets. …”
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Adaptive software sensor for intelligent control in photovoltaic system optimization by Hsen Abidi, Lilia Sidhom, Math Bollen, Inès Chihi

“…This paper addresses the critical challenge of reducing dependence on multiple physical sensors in photovoltaic energy systems, which often leads to increased cost, system complexity, and vulnerability to noise and sensor failures. …”
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Integrating IT and OT for Cybersecurity: A Stochastic Optimization Approach via Attack Graphs by Gonzalo Martinez Medina, Krystel K. Castillo-Villar, Tanveer Hossain Bhuiyan

“…The defense strategies identified by our approach demonstrate that robust security protection can be achieved with optimal resource allocation, providing robust protection while minimizing implementation costs across the most critical vulnerabilities in the manufacturing network.…”
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Using the particle finite element method for predicting edge-cracking in complex phase high-strength steel sheets by Sandin Olle, Larour Patrick, Rodríguez Juan Manuel, Kajberg Jörgen, Casellas Daniel

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Evaluation of the impact of land-use change on earthquake risk distribution in different periods: An empirical analysis from Sichuan Province by Wang Jun, Yang Fengshuo, Kang Junmei, Liu Yang, Fang Dengmao

“…The study advances methodological innovation and theoretical foundations for regional earthquake risk assessment and sustainable land-use optimization.…”
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Optimizing firefighting resilience in airports through genetic algorithms and decision-making frameworks by Yulong Zhu, Wei Tian, Xuhong Jia, Quanyi Liu

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Assessment and Optimization of Hydrological Connectivity for Effective Management of Water Resources in the Samian Watershed by Zeinab Hazbavi, Nazila Alaei

“…Discussion of Results & ConclusionResults of the assessment and optimization of hydrological connectivity are significant for the protection of vulnerable and discrete water bodies in watersheds and improvement of ecological processes in these water bodies. …”
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Analysis of Agricultural Water Security Based on Network Invulnerability: A Case Study in China's Virtual Water Trade Networks by X. Liang, A. Long, X. Han, X. Lai, Y. Meng

“…Abstract “Invulnerability” of complex network was firstly introduced to virtual water (VW) research, aiming to broaden the scope of studies on water use and management. …”
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Analysis of Structural Performance and Design Optimization of Prefabricated Cantilever Systems Under Traffic Loads by Liang Chen, Shengwei Yang, Haihui Xie, Zhifei Tan

“…This study provides a systematic framework for PCS optimization, promoting its application in complex engineering environments.…”
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Urban flood hazard assessment using FLA-optimized boost algorithms in Ankara, Türkiye by Enes Gul

“…The analysis utilizes an extensive dataset that integrates topographic, meteorological, hydrological, and anthropogenic variables to provide critical insights into the dynamics of urban flooding with a focus on Ankara’s vulnerability. This approach is novel in that it incorporates FLA for hyperparameter optimization, marking a significant advancement in flood hazard modeling and achieving higher model accuracy and generalizability. …”
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Optimizing energy and load management in island microgrids for enhancing resilience against resource interruptions by Majid Hosseina, Mahmoud Samiei Moghaddam, Amir Hassannia

“…However, the operational complexity and vulnerability of islanded microgrids to disruptions, especially during renewable energy fluctuations, pose critical challenges. …”
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