Machine Learning-Aided Parametrically Homogenized Crystal Plasticity Model (PHCPM) for Single Crystal Ni-Based Superalloys

Progress toward autonomous experimental systems for alloy development

(2019) Brad L. Boyce et al.   MRS BULLETIN

Parametrically Homogenized Constitutive Models (PHCMs) for Multi-scale Predictions of Fatigue Crack Nucleation in Titanium Alloys

(2019) Deniz Ozturk et al.   JOM

Two-way multi-scaling for predicting fatigue crack nucleation in titanium alloys using parametrically homogenized constitutive models

(2019) Deniz Ozturk et al.   JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

Generating 3D virtual microstructures and statistically equivalent RVEs for subgranular gamma-gamma’ microstructures of nickel-based superalloys

(2019) M. Pinz et al.   COMPUTATIONAL MATERIALS SCIENCE

Parametrically homogenized constitutive models (PHCMs) from micromechanical crystal plasticity FE simulations: Part II: Thermo-elasto-plastic model with experimental validation for titanium alloys

(2019) Shravan Kotha et al.   INTERNATIONAL JOURNAL OF PLASTICITY

Parametrically homogenized constitutive models (PHCMs) from micromechanical crystal plasticity FE simulations, part I: Sensitivity analysis and parameter identification for Titanium alloys

(2019) Shravan Kotha et al.   INTERNATIONAL JOURNAL OF PLASTICITY

Microstructure and property based statistically equivalent RVEs for intragranular γ−γ' microstructures of Ni-based superalloys

(2018) M. Pinz et al.   ACTA MATERIALIA

The Materials Genome Initiative and artificial intelligence

(2018) James A. Warren   MRS BULLETIN

Microstructure and Property-Based Statistically Equivalent Representative Volume Elements for Polycrystalline Ni-Based Superalloys Containing Annealing Twins

(2018) Akbar Bagri et al.   METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE

Modeling cyclic deformation of inconel 718 superalloy by means of crystal plasticity and computational homogenization

(2017) A. Cruzado et al.   INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES

Fulfilling the promise of the materials genome initiative with high-throughput experimental methodologies

(2017) M. L. Green et al.   Applied Physics Reviews

A non-Schmid crystal plasticity finite element approach to multi-scale modeling of nickel-based superalloys

(2016) Shahriyar Keshavarz et al.   ACTA MATERIALIA

Exterior statistics based boundary conditions for representative volume elements of elastic composites

(2016) Somnath Ghosh et al.   JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

Multiscale modeling of polycrystalline nickel-based superalloys accounting for subgrain microstructures

(2016) Somnath Ghosh et al.   MECHANICS RESEARCH COMMUNICATIONS

Multi-scale crystal plasticity finite element model approach to modeling nickel-based superalloys

(2013) Shahriyar Keshavarz et al.   ACTA MATERIALIA

A new TriBeam system for three-dimensional multimodal materials analysis

(2012) McLean P. Echlin et al.   REVIEW OF SCIENTIFIC INSTRUMENTS

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Fatigue crack growth mechanisms in superalloys: overview

(2009) P. A. S. Reed   MATERIALS SCIENCE AND TECHNOLOGY

Strengthening Mechanisms in Polycrystalline Multimodal Nickel-Base Superalloys

(2009) R.W. Kozar et al.   METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE