Stochastic Modeling and identification of material parameters on structures produced by additive manufacturing

Statistical modelling of microsegregation in laser powder-bed fusion

(2020) Supriyo Ghosh et al.   PHILOSOPHICAL MAGAZINE LETTERS

Snap-buckling of functionally graded multilayer graphene platelet-reinforced composite curved nanobeams with geometrical imperfections

(2020) Yang Gao et al.   EUROPEAN JOURNAL OF MECHANICS A-SOLIDS

Uncertainty quantification and reduction in metal additive manufacturing

(2020) Zhuo Wang et al.   npj Computational Materials

Topology optimization under topologically dependent material uncertainties

(2019) Johann Guilleminot et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Uncertainty analysis of microsegregation during laser powder bed fusion

(2019) Supriyo Ghosh et al.   MODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING

Stochastic multiscale modeling with random fields of material properties defined on nonconvex domains

(2019) S. Chu et al.   MECHANICS RESEARCH COMMUNICATIONS

A Review of Model Inaccuracy and Parameter Uncertainty in Laser Powder Bed Fusion Models and Simulations

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

A Bayesian General Linear Modeling Approach to Cortical Surface fMRI Data Analysis

(2019) Amanda F. Mejia et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Thermal postbuckling behavior of CNT-reinforced composite sandwich plate models resting on elastic foundations with tangentially restrained edges and temperature-dependent properties

(2019) Vu Thanh Long et al.   JOURNAL OF THERMOPLASTIC COMPOSITE MATERIALS

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

(2019) Zhuo Wang et al.   JOM

The rational SPDE approach for Gaussian random fields with general smoothness

(2019) David Bolin et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Multivariate type G Matérn stochastic partial differential equation random fields

(2019) David Bolin et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

A random field model for anisotropic strain energy functions and its application for uncertainty quantification in vascular mechanics

(2018) B. Staber et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Validation of a Laser-Based Powder Bed Fusion thermal model via Uncertainty Propagation and generalized Polynomial Chaos Expansions

(2018) Gustavo Tapia et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Regulating 3D-printed medical products

(2018) Laura M. Ricles et al.   Science Translational Medicine

Random field simulation over curved surfaces: Applications to computational structural mechanics

(2018) Carl Scarth 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

Fast Bayesian whole-brain fMRI analysis with spatial 3D priors

(2017) Per Sidén et al.   NEUROIMAGE

UNCERTAINTY QUANTIFICATION OF MANUFACTURING PROCESS EFFECTS ON MACROSCALE MATERIAL PROPERTIES

(2016) Guowei Cai et al.   International Journal for Multiscale Computational Engineering

Data mining and statistical inference in selective laser melting

(2016) Chandrika Kamath   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

The Bayesian formulation of EIT: Analysis and algorithms

(2016) Matthew M. Dunlop et al.   Inverse Problems and Imaging

Identifying Uncertainty in Laser Powder Bed Fusion Additive Manufacturing Models

(2016) Felipe Lopez et al.   JOURNAL OF MECHANICAL DESIGN

Whittle-Matérn priors for Bayesian statistical inversion with applications in electrical impedance tomography

(2014) Sari Lasanen et al.   Inverse Problems and Imaging

Preconditioned Krylov Subspace Methods for Sampling Multivariate Gaussian Distributions

(2014) Edmond Chow et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Stochastic Model and Generator for Random Fields with Symmetry Properties: Application to the Mesoscopic Modeling of Elastic Random Media

(2013) J. Guilleminot et al.   MULTISCALE MODELING & SIMULATION

Spatial models generated by nested stochastic partial differential equations, with an application to global ozone mapping

(2011) David Bolin et al.   Annals of Applied Statistics

Influence of process parameters on part quality and mechanical properties for DMLS and SLM with iron-based materials

(2011) Jordi Delgado et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach

(2011) Finn Lindgren et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Stochastic modeling of anisotropy in multiscale analysis of heterogeneous materials: A comprehensive overview on random matrix approaches

(2011) Johann Guilleminot et al.   MECHANICS OF MATERIALS