Urban road collapse risk assessment based on the extended xLSTM Network
December 2025
Rapid urbanization has substantially increased the complexity of urban underground spaces. This complexity leads to frequent road collapse incidents that pose significant threats to the safety and property...
The value of structured occupational safety data and cluster analysis: A case study from the Italian National Surveillance System
December 2025
The collection and analysis of accident data are crucial steps towards the application of effective preventive measures in the occupational safety context. The analysis of work-related accidents/injuries...
Studying the dynamics of crowd panic propagation during emergency evacuation
December 2025
•Patterns of panic propagation in emergency evacuation were studied.•The weight of panic influence factors was quantified by statistical means.•System dynamics model and evacuation simulation for panic...
Systematic literature review of Ergonomic evaluation methods in the mining sector (2015-2024)
December 2025
Musculoskeletal disorders (MSDs) in the mining sector are frequently associated with exposure to ergonomic risk factors, leading to decreased productivity and increased absenteeism. This study presents...
TriFireNet: A multi-stage framework for robust real-time fire and smoke detection
December 2025
This study presents TriFireNet, a modular framework designed to address the challenges of smoke and fire detection in complex and dynamic environments. TriFireNet efficiently captures multiscale variability,...
Community vulnerability to cyclones: An empirical evidence from rural India to improve resilience
December 2025
India experiences various natural disasters each year, leaving communities with significant consequences. The eastern coast, particularly Odisha, is the most cyclone-prone region globally. Rural and...
Development of a framework for safety and resilience in overhead power cables: Use of a fuzzy inference system for risk and reliability analysis
December 2025
Ensuring the safety, resilience, and reliability of overhead low-voltage (LV) and medium-voltage (MV) power cables in aging infrastructure is vital for maintaining essential services and mitigating...
Study on emergency evacuation guidance in the subway station hall
December 2025
In recent years, with continued urbanization, subway stations with complex structures have developed rapidly, posing serious challenges to daily crowd management and emergency evacuation safety. A social...
Resilience assessment of public health system at multi-levels: An emergency management capacity quantification model for pandemic response
December 2025
Facing the global pandemic of coronavirus disease 2019 (COVID-19), countries and regions have implemented different policies and non-pharmacological interventions (NPIs) according to their circumstances....
Extending the STPA to model the control structure with Finite State Machine
December 2025
Cyber–physical systems (CPSs) are becoming increasingly complex, integrating physical entities with diverse computing and communication resources, multiple processors, networks, and devices. One example...
An analysis of relationships between occupational injury, job satisfaction and turnover intention among stone, sand, and gravel mine workers
December 2025
Stone, sand, and gravel mining accounts for 80 % of all mining operations. Maintaining a skilled labor force is essential for this large and growing mining sector. Occupational injuries negatively impact...
Association analysis of causative factors of fall from height accidents
December 2025
Working at height is widespread across various industries, with frequent and hazardous falls occurring regularly. Such tasks are often linked to multifactorial issues, where the interplay of diverse...
Machine Learning and the Economic Losses in Disasters: Progress and Future Trends
Available online 6 December 2025
Climate change-induced disasters pose a significant global societal challenge, resulting in disruption and substantial economic losses. To combat such challenges, it is crucial to develop resilience...
Assessing and enhancing the fire resilience of urban road tunnels: A New framework and case study
Available online 6 December 2025
Fire is one of the most common hazards in urban road tunnels. However, due to a lack of a systematic understanding of the full evolution of tunnel fires, existing studies often struggle to accurately...
A multi-parameter fire detection method for aircraft cargo compartments based on CNN-Swin Transformer
Available online 5 December 2025
This study proposes a multi-parameter fire detection method for aircraft cargo compartments based on a convolutional neural network (CNN)-Swin Transformer fusion architecture, aiming to address the...
Identifying Critical Safety Links under Different Scenarios in Urban Roadway Network
Available online 3 December 2025
The urban roadway network is vulnerable to disruptions when providing services to the movement of people and goods. Identifying critical links is an essential aspect of criticality analysis, which enables...
An adaptive recurrent neural network model for carbon emission trading market risk prediction
Available online 2 December 2025
Accurately predicting carbon emission trading market risk is significantly important for governments to dynamically monitor market trends and provide scientific decision-making support for market participants...
Geographical network analysis of drug trafficking in China (2012–2024): A method based on large language models
Available online 19 November 2025
This article analyzes the geographical spatial model of drug trafficking crimes (domestic transportation in China and cross-border transportation involving China) from 2012 to 2024. Based on 8,357 cases...
A state-of-the-art review of safety leading indicators across diverse industries
Available online 11 November 2025
•Key safety leading indicators are identified and prioritised using comprehensive bibliometric and scientometric analysis.•Complex interrelationships among the safety leading indicators are unravelled.•The...
Reliability assessment and cascading failures analysis of mine cyber-physical systems considering state transfer
Available online 7 November 2025
With the advancement of the intelligent transformation of coal mines, the cyber-physical system (CPS) has been applied to all aspects of coal mining, and this transformation has brought new technical...
AI for safety: Physics-inspired data-driven approach for cost-saving seismic fragility analysis
Available online 6 November 2025
Seismic fragility analysis is crucial for loss assessment of earthquake disaster. This study aims to leverage the advantages of physics-inspired AI methodologies to reduce the cost of collecting datasets...
Enhancing resilience in UAV swarms: A literature review
Available online 27 October 2025
Unmanned aerial vehicles (UAVs) are widely used in both civilian and military applications, operating individually or collaboratively in swarms to enhance coverage, adaptability, and fault tolerance....
A mechanistic framework for assessing the resilience of urban energy pipelines against third-party damages
Available online 11 October 2025
Third-Party Damages (TPDs) have been documented as primary threats to the functional integrity and operational safety of urban energy pipelines. However, a mechanistic framework for assessing the resilience...
Maritime Man-Overboard Search Using a Lightweight and Efficient End-to-End Detection Transformer
Available online 2 October 2025
Maritime transportation plays a crucial role in global economic trade. However, maritime accidents occur frequently, posing significant threats to the safety of seafarers. In search and rescue scenarios...
Selecting vehicle dispatching plan for typhoon emergency evacuation based on fault-tolerance analysis
September 2025
Unexpected scenarios often occur during typhoon response, which is likely to cause the failure of evacuation vehicle dispatching and other preparedness plans. To solve this problem, a vehicle dispatching...
