Standout Papers
Citation Impact
Citing Papers
Myths and legends in learning classification rules
1990
Digital twin-driven machine learning: ball bearings fault severity classification
2020
Methodology to develop Digital Twins for energy efficient customizable IoT-Products
2021
Advancing digital twin implementation: a toolbox for modelling and simulation
2021
Conceptual digital twin modeling based on an integrated five-dimensional framework and TRIZ function model
2020
Digital twins: Understanding the added value of integrated models for through-life engineering services
2018
Applications of Machine Learning to Friction Stir Welding Process Optimization
2020
Giga-voxel computational morphogenesis for structural design
2017 StandoutNature
Machine-learning techniques and their applications in manufacturing
2005
An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics
2013 Standout
Enabling technologies and tools for digital twin
2019 Standout
Computer Vision Enabled Building Digital Twin Using Building Information Model
2022 Standout
RUSBoost: A Hybrid Approach to Alleviating Class Imbalance
2009 Standout
A Bayesian method for the induction of probabilistic networks from data
1992 Standout
Digital Twin for the Oil and Gas Industry: Overview, Research Trends, Opportunities, and Challenges
2020 Standout
Industry 4.0: A bibliometric analysis and detailed overview
2018
Industry 4.0 and Industry 5.0—Inception, conception and perception
2021 Standout
Characterising the Digital Twin: A systematic literature review
2020 Standout
Artificial intelligence and expert systems applications in new product development—a survey
1999
Digital Twin Reference Model Development to Prevent Operators’ Risk in Process Plants
2020
Robust Classification for Imprecise Environments
2001
On design optimization for structural crashworthiness and its state of the art
2016 Standout
An introduction to ROC analysis
2005 Standout
Automating design with intelligent human–machine integration
2015
Deep learning for smart manufacturing: Methods and applications
2018 Standout
Wrappers for feature subset selection
1997 Standout
Testing the fluctuations of oil resource price volatility: A hurdle for economic recovery
2022 Standout
Learning and optimization of machining operations using computing abilities of neural networks
1989
Ensemble-based classifiers
2009 Standout
Review of digital twin about concepts, technologies, and industrial applications
2020 Standout
Machine learning based digital twin for dynamical systems with multiple time-scales
2021
Digital Twin: Values, Challenges and Enablers From a Modeling Perspective
2020
Modular based flexible digital twin for factory design
2018
Digital twin modeling
2022 Standout
Cost-Sensitive Classification: Empirical Evaluation of a Hybrid Genetic Decision Tree Induction Algorithm
1995
Recursive automatic bias selection for classifier construction
1995
Recent advances on industrial data-driven energy savings: Digital twins and infrastructures
2020
Digital twin enhanced human-machine interaction in product lifecycle
2019
Visualisation of the Digital Twin data in manufacturing by using Augmented Reality
2019
Machine Learning based Digital Twin Framework for Production Optimization in Petrochemical Industry
2019
Manufacturing big data ecosystem: A systematic literature review
2019
IoT and digital twin enabled smart tracking for safety management
2020
A unified digital twin framework for shop floor design in industry 4.0 manufacturing systems
2021
Digital Twin in Industry: State-of-the-Art
2019 Standout
Digital Twin-enabled Collaborative Data Management for Metal Additive Manufacturing Systems
2020
Collaborative design: what is it?
2000 Standout
External knowledge search, opportunity recognition and industry 4.0 adoption in SMEs
2021
Inductive policy: The pragmatics of bias selection
1995
A BIM-data mining integrated digital twin framework for advanced project management
2021
Predictive maintenance in the Industry 4.0: A systematic literature review
2020 Standout
Emergent Synthesis Methodologies for Manufacturing
2001
Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0
2020 Standout
Design of multiphysics actuators using topology optimization – Part I: One-material structures
2001 Standout
Design for Additive Manufacturing: Trends, opportunities, considerations, and constraints
2016 Standout
A Survey on AI-Driven Digital Twins in Industry 4.0: Smart Manufacturing and Advanced Robotics
2021
Cyber-physical systems in manufacturing
2016 Standout
AUC: a misleading measure of the performance of predictive distribution models
2007 Standout
The use of grey relational analysis in solving multiple attribute decision-making problems
2008 Standout
A Methodology for Digital Twin Modeling and Deployment for Industry 4.0
2020
Stress-based topology optimization for continua
2009 Standout
Multiscale Modelling and Analysis for Design and Development of a High-Precision Aerostatic Bearing Slideway and Its Digital Twin
2021
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
2021 Standout
Process chain modeling and selection in an additive manufacturing context
2015
Digital Twin: Enabling Technologies, Challenges and Open Research
2020 Standout
Digital twin-based designing of the configuration, motion, control, and optimization model of a flow-type smart manufacturing system
2020
Review of Metamodeling Techniques in Support of Engineering Design Optimization
2006 Standout
Digital Twins and Cyber–Physical Systems toward Smart Manufacturing and Industry 4.0: Correlation and Comparison
2019
Digital twin-enabled Graduation Intelligent Manufacturing System for fixed-position assembly islands
2019
A construction method of digital twin model for contact characteristics of assembly interface
2021
Machine learning in manufacturing: advantages, challenges, and applications
2016
Digital twin modeling method based on biomimicry for machining aerospace components
2020
SMOTE: Synthetic Minority Over-sampling Technique
2002 Standout
Satellite Communications in the New Space Era: A Survey and Future Challenges
2020 Standout
Intelligent fault diagnosis of machinery using digital twin-assisted deep transfer learning
2021
Digital Twins: State-of-the-Art and Future Directions for Modeling and Simulation in Engineering Dynamics Applications
2020
Augmented reality assisted calibration of digital twins of mobile robots
2020
Quality function deployment: A literature review
2002 Standout
Digital twin paradigm: A systematic literature review
2021 Standout
A review of methods for the assessment of prediction errors in conservation presence/absence models
1997 Standout
Perceived risks and vulnerabilities of employing digitalization and digital data in agriculture – Socially robust orientations from a transdisciplinary process
2022 Standout
Edge-cloud orchestration driven industrial smart product-service systems solution design based on CPS and IIoT
2019
Blockchain-based data management for digital twin of product
2020
Design sensitivity analysis: Overview and review
1994
AI and machine learning techniques for managing complexity, changes and uncertainties in manufacturing
2003
Digital Twins: A Survey on Enabling Technologies, Challenges, Trends and Future Prospects
2022 Standout
Continuum Topology Optimization of Buckling-Sensitive Structures
2003
Agent-Based Systems for Manufacturing
2006
Decision trees: a recent overview
2011 Standout
Benchmarking Classification Models for Software Defect Prediction: A Proposed Framework and Novel Findings
2008 Standout
Smart healthcare and quality of service in IoT using grey filter convolutional based cyber physical system
2020 Standout
Digitization, Digital Twins, Blockchain, and Industry 4.0 as Elements of Management Process in Enterprises in the Energy Sector
2021 Standout
Cooperative and responsive manufacturing enterprises
2011
Tangent operators and design sensitivity formulations for transient non‐linear coupled problems with applications to elastoplasticity
1994
A Bayesian Method for the Induction of Probabilistic Networks from Data
1992 Standout
Federated learning enabled digital twins for smart cities: Concepts, recent advances, and future directions
2022 Standout
Metamodels for Computer-based Engineering Design: Survey and recommendations
2001
A generic tri-model-based approach for product-level digital twin development in a smart manufacturing environment
2020
Observations of teamwork and social processes in design
1995
Machine Learning Approaches to Manufacturing
1996
Data-driven smart manufacturing
2018 Standout
An assembly precision analysis method based on a general part digital twin model
2020
Tool Condition Monitoring (TCM) — The Status of Research and Industrial Application
1995 Standout
Topology optimization of non-linear elastic structures and compliant mechanisms
2001 Standout
Digital twin application in the construction industry: A literature review
2021
Digital Twin Service towards Smart Manufacturing
2018
The Role of AI, Machine Learning, and Big Data in Digital Twinning: A Systematic Literature Review, Challenges, and Opportunities
2021 Standout
A Review of Further Directions for Artificial Intelligence, Machine Learning, and Deep Learning in Smart Logistics
2020 Standout
Intelligent Manufacturing in the Context of Industry 4.0: A Review
2017 Standout
Optimization of machining parameters of Wire-EDM based on Grey relational and statistical analyses
2003
Digital Twins for the built environment: learning from conceptual and process models in manufacturing
2021
Digital Twin-driven smart manufacturing: Connotation, reference model, applications and research issues
2019 Standout
A state-of-the-art survey of Digital Twin: techniques, engineering product lifecycle management and business innovation perspectives
2019
Works of Stephen C.-Y. Lu being referenced
Building robust learning systems by combining induction and optimization
1989
Digital twin-driven product design framework
2018 Standout
Adjoint sensitivity analysis for nonlinear dynamic thermoelastic systems
1991
Application of the Stage Gate Model in Production Supporting Quality Management
2014
Design in the New e-Commerce Era
2003
Developing empirical models from observational data using artificial neural networks
1993
Hierarchical and interactive decision refinement methodology for engineering design
1992
Machine learning approaches to knowledge synthesis and integration tasks for advanced engineering automation
1990
Design sensitivity analysis for nonlinear thermal systems
1989
A crowdsourcing design framework for concept generation
2016
Machine learning in engineering automation —The present and the future
1991
A Backward Mapping Approach For Complex System Design
2000
Machine Learning Techniques for Group Technology Applications
1989
An Axiomatic Approach for “Target Cascading” of Parametric Design of Engineering Systems
2002
Computer-Aided Process Planning: The Present and the Future
1988
Conflict resolution in cooperative design
1989
An Expert System Framework for Economic Evaluation of Machining Operation Planning
1990
An Opportunistic Approach to Process Planning within a Concurrent Engineering Environment
1993
An Agent-Supported Approach to Collaborative Design
1998
A machine learning approach to the automatic synthesis of mechanistic knowledge for engineering decision-making
1987
Design Sensitivity Analysis for Elastodynamic Systems*
1990
Sensitivity analysis for coupled thermoelastic systems
1991
A combined inductive learning and experimental design approach to manufacturing operation planning
1990