标题
Review of artificial intelligence applications in engineering design perspective
作者
关键词
-
出版物
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
Volume 118, Issue -, Pages 105697
出版商
Elsevier BV
发表日期
2022-12-10
DOI
10.1016/j.engappai.2022.105697
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Deep Unsupervised Learning for Joint Antenna Selection and Hybrid Beamforming
- (2022) Zhiyan Liu et al. IEEE TRANSACTIONS ON COMMUNICATIONS
- A Systematic Review of Explainable Artificial Intelligence in Terms of Different Application Domains and Tasks
- (2022) Mir Riyanul Islam et al. Applied Sciences-Basel
- Data-driven product design evaluation method based on multi-stage artificial neural network
- (2021) Lei Wang et al. APPLIED SOFT COMPUTING
- Accelerating Large-scale Topology Optimization: State-of-the-Art and Challenges
- (2021) Sougata Mukherjee et al. ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
- Machine Learning for industrial applications: a comprehensive literature review
- (2021) Massimo Bertolini et al. EXPERT SYSTEMS WITH APPLICATIONS
- A Systematic Review on Social Sustainability of Artificial Intelligence in Product Design
- (2021) Keeheon Lee Sustainability
- Machine learning: principles and applications for thoracic surgery
- (2021) Nicolai P Ostberg et al. EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY
- A data-driven artificial neural network model for predicting wind load of buildings using GSM-CFD solver
- (2021) Jianbing Sang et al. EUROPEAN JOURNAL OF MECHANICS B-FLUIDS
- Product modeling design based on genetic algorithm and BP neural network
- (2021) Jia-Xuan Han et al. NEURAL COMPUTING & APPLICATIONS
- A hierarchical method based on improved deep forest and case-based reasoning for railway turnout fault diagnosis
- (2021) Yao Zhang et al. ENGINEERING FAILURE ANALYSIS
- Explainable Deep Neural Network for Design of Electric Motors
- (2021) Hidenori Sasaki et al. IEEE TRANSACTIONS ON MAGNETICS
- Data-driven design exploration method using conditional variational autoencoder for airfoil design
- (2021) Kazuo Yonekura et al. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
- Machine learning in predicting mechanical behavior of additively manufactured parts
- (2021) Sara Nasiri et al. Journal of Materials Research and Technology-JMR&T
- Optimal design of truss structures using a hybrid method based on particle swarm optimizer and cultural algorithm
- (2021) Malihe Jafari et al. Structures
- Explainable artificial intelligence: a comprehensive review
- (2021) Dang Minh et al. ARTIFICIAL INTELLIGENCE REVIEW
- Explainable artificial intelligence for manufacturing cost estimation and machining feature visualization
- (2021) Soyoung Yoo et al. EXPERT SYSTEMS WITH APPLICATIONS
- Data-Driven Concept Network for Inspiring Designers’ Idea Generation
- (2020) Qiyu Liu et al. JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING
- A novel architecture: Using convolutional neural networks for Kansei attributes automatic evaluation and labeling
- (2020) Zhaojing Su et al. ADVANCED ENGINEERING INFORMATICS
- A framework of artificial intelligence augmented design support
- (2020) Jing Liao et al. HUMAN-COMPUTER INTERACTION
- Machine Learning in Additive Manufacturing: A Review
- (2020) Lingbin Meng et al. JOM
- Innovation and Design in the Age of Artificial Intelligence
- (2020) Roberto Verganti et al. JOURNAL OF PRODUCT INNOVATION MANAGEMENT
- Machine learning methods to support personalized neuromusculoskeletal modelling
- (2020) David J. Saxby et al. Biomechanics and Modeling in Mechanobiology
- Artificial intelligence in software engineering and inverse: review
- (2020) Mohammad Shehab et al. INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING
- Forecasting of water level in multiple temperate lakes using machine learning models
- (2020) Senlin Zhu et al. JOURNAL OF HYDROLOGY
- A comprehensive survey of the Grasshopper optimization algorithm: results, variants, and applications
- (2020) Laith Abualigah et al. NEURAL COMPUTING & APPLICATIONS
- Generative Adversarial Network Technologies and Applications in Computer Vision
- (2020) Lianchao Jin et al. Computational Intelligence and Neuroscience
- MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems
- (2020) Mohammad H. Nadimi-Shahraki et al. APPLIED SOFT COMPUTING
- Deriving design feature vectors for patent images using convolutional neural networks
- (2020) Shuo Jiang et al. JOURNAL OF MECHANICAL DESIGN
- Roles of artificial intelligence in construction engineering and management: A critical review and future trends
- (2020) Yue Pan et al. AUTOMATION IN CONSTRUCTION
- Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review
- (2020) Essam H. Houssein et al. EXPERT SYSTEMS WITH APPLICATIONS
- Q-learning-based simulated annealing algorithm for constrained engineering design problems
- (2019) Hussein Samma et al. NEURAL COMPUTING & APPLICATIONS
- Evaluating Different Machine Learning Models for Runoff and Suspended Sediment Simulation
- (2019) Ashish Kumar et al. WATER RESOURCES MANAGEMENT
- An artificial intelligence based data-driven approach for design ideation
- (2019) Liuqing Chen et al. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION
- Deep Generative Design: Integration of Topology Optimization and Generative Models
- (2019) Sangeun Oh et al. JOURNAL OF MECHANICAL DESIGN
- LEARNING TO DESIGN FROM HUMANS: IMITATING HUMAN DESIGNERS THROUGH DEEP LEARNING
- (2019) Ayush Raina et al. JOURNAL OF MECHANICAL DESIGN
- Hybrid teaching–learning-based optimization and neural network algorithm for engineering design optimization problems
- (2019) Yiying Zhang et al. KNOWLEDGE-BASED SYSTEMS
- Multimaterial layout optimization of truss structures via an improved particle swarm optimization algorithm
- (2019) Han Zhengtong et al. COMPUTERS & STRUCTURES
- A Machine Learning Approach to Customer Needs Analysis for Product Ecosystems
- (2019) Feng Zhou et al. JOURNAL OF MECHANICAL DESIGN
- Machine Learning Based Design Concept Evaluation
- (2019) Bradley Camburn et al. JOURNAL OF MECHANICAL DESIGN
- A Comparative Evaluation of Supervised Machine Learning Classification Techniques for Engineering Design Applications
- (2019) Conner Sharpe et al. JOURNAL OF MECHANICAL DESIGN
- Knowledge-Assisted Optimization for Large-Scale Design Problems: A Review and Proposition
- (2019) Di Wu et al. JOURNAL OF MECHANICAL DESIGN
- 3D Design Using Generative Adversarial Networks and Physics-based Validation
- (2019) Dule Shu et al. JOURNAL OF MECHANICAL DESIGN
- A new function-based patent knowledge retrieval tool for conceptual design of innovative products
- (2019) Longfan Liu et al. COMPUTERS IN INDUSTRY
- Creative idea generation method based on deep learning technology
- (2019) Tianjiao Zhao et al. INTERNATIONAL JOURNAL OF TECHNOLOGY AND DESIGN EDUCATION
- Generative adversarial network in medical imaging: A review
- (2019) Xin Yi et al. MEDICAL IMAGE ANALYSIS
- View-Based 3-D CAD Model Retrieval With Deep Residual Networks
- (2019) Chao Zhang et al. IEEE Transactions on Industrial Informatics
- A new data-driven design methodology for mechanical systems with high dimensional design variables
- (2018) Xianping Du et al. ADVANCES IN ENGINEERING SOFTWARE
- State-of-the-art in aerodynamic shape optimisation methods
- (2018) S.N. Skinner et al. APPLIED SOFT COMPUTING
- Emerging artificial intelligence methods in structural engineering
- (2018) Hadi Salehi et al. ENGINEERING STRUCTURES
- A new hybrid GA−ACO−PSO algorithm for solving various engineering design problems
- (2018) Jun Hui Tam et al. INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS
- A practical application for machine design education
- (2018) Hüseyin R. BÖRKLÜ et al. Journal of Advanced Mechanical Design Systems and Manufacturing
- Dynamic mapping of design elements and affective responses: a machine learning based method for affective design
- (2018) Z. Li et al. JOURNAL OF ENGINEERING DESIGN
- Artificial Intelligence in the 21st Century
- (2018) Jiaying Liu et al. IEEE Access
- A computational tool for creative idea generation based on analogical reasoning and ontology
- (2018) Ji Han et al. AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING
- Design opportunity conception using the total technology space map
- (2018) Jianxi Luo et al. AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING
- Affective design using machine learning: a survey and its prospect of conjoining big data
- (2018) Kit Yan Chan et al. INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING
- Using fuzzy logic to reduce risk uncertainty in failure modes and effects analysis
- (2018) Jéssica de Aguiar et al. Journal of the Brazilian Society of Mechanical Sciences and Engineering
- 3D convolutional neural network for object recognition: a review
- (2018) Rahul Dev Singh et al. MULTIMEDIA TOOLS AND APPLICATIONS
- Deep learning for determining a near-optimal topological design without any iteration
- (2018) Yonggyun Yu et al. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
- An evolutionary computation based method for creative design inspiration generation
- (2017) Jia Hao et al. JOURNAL OF INTELLIGENT MANUFACTURING
- A Data-Driven Text Mining and Semantic Network Analysis for Design Information Retrieval
- (2017) Feng Shi et al. JOURNAL OF MECHANICAL DESIGN
- The role of artificial intelligence in photo-voltaic systems design and control: A review
- (2017) Ayman Youssef et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- What can machine learning do? Workforce implications
- (2017) Erik Brynjolfsson et al. SCIENCE
- A genetic algorithm with multi-parent crossover using quaternion representation for numerical function optimization
- (2016) Thanh Tung Khuat et al. APPLIED INTELLIGENCE
- A new Reinforcement Learning-based Memetic Particle Swarm Optimizer
- (2016) Hussein Samma et al. APPLIED SOFT COMPUTING
- Hybrid genetic algorithm for engineering design problems
- (2016) Xuesong Yan et al. Cluster Computing-The Journal of Networks Software Tools and Applications
- Evidence-based design heuristics for idea generation
- (2016) Seda Yilmaz et al. DESIGN STUDIES
- Inspiration and fixation: Questions, methods, findings, and challenges
- (2016) Luis A. Vasconcelos et al. DESIGN STUDIES
- Learning to Generate Chairs, Tables and Cars with Convolutional Networks
- (2016) Alexey Dosovitskiy et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- A QFD-based approach to support sustainable product-service systems conceptual design
- (2016) Thayla T. Sousa-Zomer et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Desirability-Based Design of Space Structures Using Genetic Algorithm and Fuzzy Logic
- (2016) Mehdi Babaei et al. International Journal of Civil Engineering
- Fuzzy-based Taguchi method for multi-response optimization of product form design in Kansei engineering: a case study on car form design
- (2016) Sugoro Bhakti SUTONO et al. Journal of Advanced Mechanical Design Systems and Manufacturing
- Multi-stage interactive genetic algorithm for collaborative product customization
- (2016) Runliang Dou et al. KNOWLEDGE-BASED SYSTEMS
- Affective product form design using fuzzy Kansei engineering and creativity
- (2016) Hui-Cun Shen et al. Journal of Ambient Intelligence and Humanized Computing
- Learning visual similarity for product design with convolutional neural networks
- (2015) Sean Bell et al. ACM TRANSACTIONS ON GRAPHICS
- Repetitively enhanced neural networks method for complex engineering design optimisation problems
- (2015) N. Van Nguyen et al. AERONAUTICAL JOURNAL
- A rapid life cycle assessment method based on green features in supporting conceptual design
- (2015) Qiang Meng et al. International Journal of Precision Engineering and Manufacturing-Green Technology
- Using Genetic Algorithms to Design Experiments: A Review
- (2014) C. Devon Lin et al. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL
- An effective hybrid cuckoo search and genetic algorithm for constrained engineering design optimization
- (2013) G. Kanagaraj et al. ENGINEERING OPTIMIZATION
- Knowledge Support System for Aesthetics in Product Design
- (2013) Sitaram Soni et al. JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING
- Discovering Structure in Design Databases Through Functional and Surface Based Mapping
- (2013) Katherine Fu et al. JOURNAL OF MECHANICAL DESIGN
- New evaluation methods for conceptual design selection using computational intelligence techniques
- (2013) Hong-Zhong Huang et al. Journal of Mechanical Science and Technology
- Selection of initial designs for multi-objective optimization using classification and regression tree
- (2013) Lei Shi et al. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
- Comparison of evolutionary-based optimization algorithms for structural design optimization
- (2012) Ali R. Yildiz ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- A multi-objective genetic algorithm approach to rule mining for affective product design
- (2012) K.Y. Fung et al. EXPERT SYSTEMS WITH APPLICATIONS
- Artificial Intelligence in Civil Engineering
- (2012) Pengzhen Lu et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- A comparison of creativity and innovation metrics and sample validation through in-class design projects
- (2012) Sarah K. Oman et al. RESEARCH IN ENGINEERING DESIGN
- Product development with data mining techniques: A case on design of digital camera
- (2011) Jae Kwon Bae et al. EXPERT SYSTEMS WITH APPLICATIONS
- A hybrid Kansei engineering design expert system based on grey system theory and support vector regression
- (2011) Kun-Chieh Wang EXPERT SYSTEMS WITH APPLICATIONS
- A heuristic method based on genetic algorithm for the baseline-product design
- (2011) Adam L. Chen et al. EXPERT SYSTEMS WITH APPLICATIONS
- A material selection methodology and expert system for sustainable product design
- (2011) Mohammad Hosein Fazel Zarandi et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Application of neural network in QFD matrix
- (2011) Izabela Kutschenreiter-Praszkiewicz JOURNAL OF INTELLIGENT MANUFACTURING
- Inspiring design ideas with texts
- (2010) Gabriela Goldschmidt et al. DESIGN STUDIES
- Bat-Inspired Wing Aerodynamics and Optimization
- (2010) Emily A. Leylek et al. JOURNAL OF AIRCRAFT
- An integrated fuzzy logic approach to customer-oriented product design
- (2009) Cevdet Gologlu et al. JOURNAL OF ENGINEERING DESIGN
- Survey of modeling and optimization strategies to solve high-dimensional design problems with computationally-expensive black-box functions
- (2009) Songqing Shan et al. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
- A simplified fuzzy logic approach for materials selection in mechanical engineering design
- (2008) R. Sarfaraz Khabbaz et al. MATERIALS & DESIGN
- Soft computing in engineering design – A review
- (2007) K.M. Saridakis et al. ADVANCED ENGINEERING INFORMATICS
- Toward a theory of competencies for the management of product complexity: Six case studies
- (2007) David J. Closs et al. JOURNAL OF OPERATIONS MANAGEMENT
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