A machine learning based optimization method towards removing undesired deformation of energy-absorbing structures

Crashworthiness optimisation for the rectangular tubes with axisymmetric and uniform thicknesses under offset loading

(2020) Kai Xu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Mechanical performance of bio-inspired corrugated tubes with varying vertex configurations

(2020) Wen Ma et al.   INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES

Multi-objective crashworthiness optimization of lattice structure filled thin-walled tubes

(2020) Adil Baykasoğlu et al.   THIN-WALLED STRUCTURES

Crashworthiness analysis of corrugations reinforced multi-cell square tubes

(2020) Zhixiang Li et al.   THIN-WALLED STRUCTURES

Privacy preservation for machine learning training and classification based on homomorphic encryption schemes

(2020) Jing Li et al.   INFORMATION SCIENCES

Multi-objective optimization of guide vanes for axial flow cyclone using CFD, SVM, and NSGA II algorithm

(2020) Yajun Deng et al.   POWDER TECHNOLOGY

Efficiency of three advanced data-driven models for predicting axial compression capacity of CFDST columns

(2020) Viet-Linh Tran et al.   THIN-WALLED STRUCTURES

A simulator based on artificial neural networks and NSGA-II for prediction and optimization of the grinding process of superalloys with high performance grinding wheels

(2020) Ciniro Aparecido Leite Nametala et al.   CIRP Journal of Manufacturing Science and Technology

Development of an Artificial Neural Network for Predicting Energy Absorption Capability of Thermoplastic Commingled Composites

(2020) R.M. Di Benedetto et al.   COMPOSITE STRUCTURES

A machine-learning-based approach to predict residential annual space heating and cooling loads considering occupant behaviour

(2020) Xinyi Li et al.   ENERGY

Crashworthiness performance of corrugation- reinforced multicell tubular structures

(2020) Zhixiang Li et al.   INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES

An integrated multi-objective optimization method with application to train crashworthiness design

(2020) Lin Hou et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Machine learning for halide perovskite materials

(2020) Lei Zhang et al.   Nano Energy

Numerical and theoretical analysis of honeycomb structure filled with circular aluminum tubes subjected to axial compression

(2019) Zhonggang Wang et al.   COMPOSITES PART B-ENGINEERING

A hybrid multi-objective optimization approach for energy-absorbing structures in train collisions

(2019) Honghao Zhang et al.   INFORMATION SCIENCES

Multi-objective optimisation of a honeycomb-filled composite energy absorber for subway vehicles

(2019) Ping Xu et al.   INTERNATIONAL JOURNAL OF CRASHWORTHINESS

Crashworthiness analysis of a straight-tapered shrink tube

(2019) Shuguang Yao et al.   INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES

Application of ANN in predicting ACC of SCFST column

(2019) Viet-Linh Tran et al.   COMPOSITE STRUCTURES

Crashworthiness analysis of thin-walled bio-inspired multi-cell corrugated tubes under quasi-static axial loading

(2019) Wen Ma et al.   ENGINEERING STRUCTURES

Crashworthiness of multi-cell circumferentially corrugated square tubes with cosine and triangular configurations

(2019) Zhixiang Li et al.   INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES

Experimental and numerical investigations on the energy absorption of shrink circular tube under quasi-static loading

(2018) Jian Li et al.   INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES

Crashworthiness optimisation of a composite energy-absorbing structure for subway vehicles based on hybrid particle swarm optimisation

(2018) Suchao Xie et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Analysis and parameters optimization of an expanding energy-absorbing structure for a rail vehicle coupler

(2018) Shuguang Yao et al.   THIN-WALLED STRUCTURES

Multi-objective robust optimization design of a front-end underframe structure for a high-speed train

(2018) Yong Peng et al.   ENGINEERING OPTIMIZATION

Collision performance and multi-objective robust optimization of a combined multi-cell thin-walled structure for high speed train

(2018) Shiming Wang et al.   THIN-WALLED STRUCTURES

Energy-absorption characteristics of a circumferentially corrugated square tube with a cosine profile

(2018) Zhixiang Li et al.   THIN-WALLED STRUCTURES

Crashworthiness analysis and optimization of fourier varying section tubes

(2017) Shengyin Wu et al.   INTERNATIONAL JOURNAL OF NON-LINEAR MECHANICS

Crashworthiness optimisation of a composite energy-absorbing structure for railway vehicles

(2017) Suchao Xie et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Crashworthiness analysis of octagonal multi-cell tube with functionally graded thickness under multiple loading angles

(2017) Yafeng Chen et al.   THIN-WALLED STRUCTURES

A data-driven dynamics simulation framework for railway vehicles

(2017) Yinyu Nie et al.   VEHICLE SYSTEM DYNAMICS

Comparative analysis of energy absorption capacity of polygonal tubes, multi-cell tubes and honeycombs by utilizing key performance indicators

(2016) Yanfei Xiang et al.   MATERIALS & DESIGN

SUPPORT VECTOR MACHINES IN STRUCTURAL ENGINEERING: A REVIEW

(2015) Abdulkadir Çevik et al.   Journal of Civil Engineering and Management

Crashworthiness optimisation of the front-end structure of the lead car of a high-speed train

(2015) Suchao Xie et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Data-driven method based on particle swarm optimization and k-nearest neighbor regression for estimating capacity of lithium-ion battery

(2014) Chao Hu et al.   APPLIED ENERGY

Quasi-static response and multi-objective crashworthiness optimization of oblong tube under lateral loading

(2014) A. Baroutaji et al.   THIN-WALLED STRUCTURES

Enhanced Gabor Feature Based Classification Using a Regularized Locally Tensor Discriminant Model for Multiview Gait Recognition

(2013) Haifeng Hu   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Predicting hourly cooling load in the building: A comparison of support vector machine and different artificial neural networks

(2008) Qiong Li et al.   ENERGY CONVERSION AND MANAGEMENT