OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Crashworthiness is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-01-01 to 2026-01-01.)

Article	Citations
Correction	38
Development of impact characteristics response model for combined tube expansion axial splitting module	35
Crashworthiness performance of novel pre-deformation method applied square aluminum tubes	28
Vehicle collisions analysis on highways based on multi-user driving simulator and multinomial logistic regression model on US highways in Michigan	23
Crashworthy subfloor structure with shock absorbers using fixed-to-hinged transforming joints and inward-folding composite tube filled with foam	21
Investigate the elastoplastic deformation behaviour of a motorcycle frame under different mechanical load configurations	19
Dynamic response of large PEM fuel cell stacks to the impact load based on a novel simplified finite element model	17
Crash behavior and optimization of double tubes with different cross section	15
Experimental investigation on the effect of printing parameters on the impact response of thin-walled tubes produced by additive manufacturing method	15
How does the driver reaction behavior affect the safety benefit of intelligent safety systems?	14
Pedestrian safety at urban intersections: lighting conditions is the question	14
A non-linear and interaction effect analysis of various risk factors influencing mobile phone use while driving among long-haul truck drivers travelling across India	12
Design and optimization of bio-inspired thin-walled structures for energy absorption applications	12
Angle-side impact velocity of the car based on impact deformation analysis	10
Prediction of extent of damage in vehicle during crash using improved XGBoost model	10
A comparative analysis of factors affecting injury severity in speeding-related crashes on rural and urban roads	9
Applicability analysis and integrated optimization of an overhead airbag for full frontal crash	9
A machine learning based optimisation method to evaluate the crushing behaviours of square tubes with rectangular-hole-type initiators	9
Crashworthiness analysis and uncertainty optimization of novel multi-wall tube	8
Numerical study on the injury mechanism of blunt aortic rupture of the occupant in frontal and side-impact	8
An organized review of micromobility factors contributing to accidents, market and service trend, and related mishaps	8
Product performance prediction and optimisation based on generative design: a case study of the collision of automotive front bumper beam	8
Correction	8
Effectiveness analysis of a foldable booster safety seat with integrated seatbelt buckle for reducing children’s vehicle accident injury risk	8
Evaluation of risk injury in pedestrians’ head and chest region during collision with an autonomous bus	8

In-plane crushing of a novel sinusoid-curved honeycomb under static and dynamic loadings	7
Modelling injury severity of victims in collisions involving public transit in Dhaka, Bangladesh	7
Improvements aiming at a safer living environment by analyzing crash severity through the use of boosting-based ensemble learning techniques	7
A comprehensive review of human body model in different crash scenarios: active and passive models	7
Design and optimization of anti-climber device for light rail transit crash energy management system	7
An improved XGBoost model to predict the injury severity of person in road crash	7
Effects of impact angles and shapes on CAI strength of composite honeycomb structure	7
Evaluating bicycle lanes and stations safety in Barcelona: a Bayesian network approach to analyse injury severity	7
Road safety using time-series classification algorithms	6
Analyzing factors and interaction terms affecting urban fatal crash types based on a hybrid framework of econometric model and machine learning approaches	6
Design principles of energy absorbing structures subjected to combined shear-compression loading	6
Head and neck injury risk resulting from impact with small unmanned aerial vehicles: effect of impact speed, angle, and location	6
Prediction model of crash severity in imbalanced dataset using data leveling methods and metaheuristic optimization algorithms	6
Pedestrian-ground contact injury protection method under the constraint of the vehicle-front end shape and its robust analysis	6
Network space analysis–based identification of road traffic accident hotspots: a case study	6
Optimisation of crashworthy passenger train seat structure to reduce injury risks	6
Optimization of multiple collision characteristics using an innovative crashworthiness diagram	6
Safety of children in commercial aircraft: a review	6
Study of thermal load-induced supersonic aeroelasticity in a foam-filled corrugated sandwich plate using refined shear deformation theory	6
Road crash analysis and countermeasures on hilly roads in a developing country using iRAP	6
Crashworthiness performance of thin-walled structures towards design configuration in vehicle crash boxes application: a review	6
Developing a crash severity model based on multi objective evolutionary feature selection approaches	6
Incorporating risky driving behaviour in the injury severity analysis of at-fault and not-at-fault novice driver involved crashes: a correlated random parameters logit model with heterogeneity in mean	5
Experimental and numerical comparative crashworthiness analysis of innovative renewable hybrid barrier with conventional roadside barriers	5
Improved whale optimization algorithm and its application in vehicle structural crashworthiness	5
Cork/aluminium double-layer sandwich panels under impact loading for lightweight ship structures	5
On the response of re-entrant auxetic structures under dynamic crushing: analytical approach and finite element simulations	5
Performance design, development and verification of honeycomb aluminium barrier for vehicle side impact	5
An efficient material selection method driven by structural crashworthiness for lightweight design of vehicle parts	5
An empirical analysis on the effects of alcohol-impairment in injury severities of motorcyclists	5
Predictive analysis of injury severity of person across angle crashes using machine learning models	5
A study on the cyclist lower extremity injury risk by using German in-depth accident data	5
A novel adaptive dynamic weight distribution (ADWD) strategy applied to support vector regression (SVR)-based framework for dynamic load identification problems	4
Axial crashworthiness of double-hat beams with various ribs	4
How does the safety performance of different vehicle types and weights affect the severity of a driver’s injury?	4
From crash data to a ”virtual injury assessment”	4
Multi-objective optimization design of post-soil system for enhanced W-beam guardrail containment performance	4
An integrated energy absorbing module for battery protection of electric vehicle under lateral pole impact	4
Differences in society’s acceptance of automobile intelligent protection technologies for pedestrians/occupants and the influence of empathy	4
Application of a deep neural network for the response characteristics of a hydrostatic buffer	4
Impact resistance and structural optimization of POZD coated composite plates	4
Controlling aeroplane crashing through aviation infrastructure using multi-agent technology	4
Design and evaluation of compressive properties of 3D-printed PLA stochastic open-cell foam	4
Experimental study on the impact resistance of hollow thin-walled aluminum alloy tubes and foam-filled aluminum tubes (6063-T5)	4
Investigating the impact of pavement condition and weather characteristics on road accidents (Review paper)	4
Risk of head and neck injuries to passengers in rollover crashes of military armoured vehicles	4
Crashworthiness design of additively manufactured lattice-reinforced sandwich tube	4
Optimization of vehicle pulse index parameters based on validated vehicle-occupant finite element model	4