Calibration and Validation Framework for Selective Laser Melting Process Based on Multi-Fidelity Models and Limited Experiment Data

A Data-driven Approach for Process Optimization of Metallic Additive Manufacturing under Uncertainty

(2019) Zhuo Wang et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

A new method for reliability analysis of structures with mixed random and convex variables

(2019) Jinhao Zhang et al.   APPLIED MATHEMATICAL MODELLING

Uncertainty Quantification in Metallic Additive Manufacturing Through Physics-Informed Data-Driven Modeling

(2019) Zhuo Wang et al.   JOM

A novel projection outline based active learning method and its combination with Kriging metamodel for hybrid reliability analysis with random and interval variables

(2018) Jinhao Zhang et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

State of health prediction of lithium-ion batteries: Multiscale logic regression and Gaussian process regression ensemble

(2018) Jianbo Yu   RELIABILITY ENGINEERING & SYSTEM SAFETY

Reliability-based design optimization under sampling uncertainty: shifting design versus shaping uncertainty

(2018) Sangjune Bae et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Model-Based Reliability Analysis With Both Model Uncertainty and Parameter Uncertainty

(2018) Zhimin Xi   JOURNAL OF MECHANICAL DESIGN

A combined projection-outline-based active learning Kriging and adaptive importance sampling method for hybrid reliability analysis with small failure probabilities

(2018) Jinhao Zhang et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Uncertainty quantification and management in additive manufacturing: current status, needs, and opportunities

(2017) Zhen Hu et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Optimization of an auxetic jounce bumper based on Gaussian process metamodel and series hybrid GA-SQP algorithm

(2017) Yuanlong Wang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Time dependent model bias correction for model based reliability analysis

(2017) Zhimin Xi et al.   STRUCTURAL SAFETY

Influence of defects on mechanical properties of Ti–6Al–4V components produced by selective laser melting and electron beam melting

(2015) Haijun Gong et al.   MATERIALS & DESIGN

Observation of keyhole-mode laser melting in laser powder-bed fusion additive manufacturing

(2014) Wayne E. King et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

A framework of model validation and virtual product qualification with limited experimental data based on statistical inference

(2014) Byung C. Jung et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

On the mechanical behaviour of titanium alloy TiAl6V4 manufactured by selective laser melting: Fatigue resistance and crack growth performance

(2012) S. Leuders et al.   INTERNATIONAL JOURNAL OF FATIGUE

Effects of processing parameters on microstructure and mechanical property of selective laser melted Ti6Al4V

(2011) Bo Song et al.   MATERIALS & DESIGN

A comparative study of probability estimation methods for reliability analysis

(2011) Zhimin Xi et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A study of the microstructural evolution during selective laser melting of Ti–6Al–4V

(2010) Lore Thijs et al.   ACTA MATERIALIA

Adaptive-sparse polynomial chaos expansion for reliability analysis and design of complex engineering systems

(2010) Chao Hu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A three-dimensional finite element analysis of the temperature field during laser melting of metal powders in additive layer manufacturing

(2009) I.A. Roberts et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE

Locating acoustic emission sources in complex structures using Gaussian processes

(2009) J. Hensman et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An adaptive algorithm to build up sparse polynomial chaos expansions for stochastic finite element analysis

(2009) Géraud Blatman et al.   PROBABILISTIC ENGINEERING MECHANICS

A better understanding of model updating strategies in validating engineering models

(2008) Ying Xiong et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Model validation and predictive capability for the thermal challenge problem

(2007) Scott Ferson et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING