32 citations · 55 across the 5 of their papers we have counts for
5 papers
Efficient Propagation of Uncertainty via Reordering Monte Carlo Samples
Danial Khatamsaz, Vahid Attari, Raymundo Arroyave +1
Uncertainty analysis in the outcomes of model predictions is a key element in decision-based material design to establish confidence in the models and evaluate the fidelity of mode…
Uncertainty Propagation in a Multiscale CALPHAD-Reinforced Elastochemical Phase-field Model
Vahid Attari, Pejman Honarmandi, Thien Duong +3
ICME approaches provide decision support for materials design by establishing quantitative process-structure-property relations. Confidence in the decision support, however, must b…
Uncertainty Analysis of Microsegregation during Laser Powder Bed Fusion
Supriyo Ghosh, Mohamad Mahmoudi, Luke Johnson +3
Quality control in additive manufacturing can be achieved through variation control of the quantity of interest (QoI). We choose in this work the microstructural microsegregation t…
Multi-Information Source Fusion and Optimization to Realize ICME: Application to Dual Phase Materials
Seyede Fatemeh Ghoreishi, Abhilash Molkeri, Ankit Srivastava +2
Integrated Computational Materials Engineering (ICME) calls for the integration of computational tools into the materials and parts development cycle, while the Materials Genome In…
Bayesian Uncertainty Quantification and Information Fusion in CALPHAD-based Thermodynamic Modeling
Pejman Honarmandi, Thien Chi Duong, Seyede Fatemeh Ghoreishi +2
Calculation of phase diagrams is one of the fundamental tools in alloy design---more specifically under the framework of Integrated Computational Materials Engineering. Uncertainty…