| Perspectives on the Impact of Machine Learning, Deep Learning, and Artificial Intelligence on Materials, Processes, and Structures Engineering |
29 |
| Benchmark Study of Thermal Behavior, Surface Topography, and Dendritic Microstructure in Selective Laser Melting of Inconel 625 |
19 |
| Microstructure Cluster Analysis with Transfer Learning and Unsupervised Learning |
10 |
| Machine Learning Prediction of Heat Capacity for Solid Inorganics |
10 |
| Dictionary Indexing of Electron Back-Scatter Diffraction Patterns: a Hands-On Tutorial |
7 |
| A Comparative Study of Feature Selection Methods for Stress Hotspot Classification in Materials |
6 |
| AMB2018-04: Benchmark Physical Property Measurements for Powder Bed Fusion Additive Manufacturing of Polyamide 12 |
5 |
| Three-dimensional Analysis and Reconstruction of Additively Manufactured Materials in the Cloud-Based BisQue Infrastructure |
5 |
| Topographic Measurement of Individual Laser Tracks in Alloy 625 Bare Plates |
5 |
| A Comparative Study of the Efficacy of Local/Global and Parametric/Nonparametric Machine Learning Methods for Establishing Structure-Property Linkages in High-Contrast 3D Elastic Composites |
5 |
| Reduced-Order Microstructure-Sensitive Models for Damage Initiation in Two-Phase Composites |
5 |
| Multivariate Calibration and Experimental Validation of a 3D Finite Element Thermal Model for Laser Powder Bed Fusion Metal Additive Manufacturing |
5 |
| Crystal Plasticity Model Calibration for Ti-7Al Alloy with a Multi-fidelity Computational Scheme |
4 |
| Process-Structure-Property Modeling for Severe Plastic Deformation Processes Using Orientation Imaging Microscopy and Data-Driven Techniques |
4 |
| Meshfree Simulations for Additive Manufacturing Process of Metals |
4 |
| Non-destructive Characterization of Polycrystalline Materials in 3D by Laboratory Diffraction Contrast Tomography |
4 |
| Residual Strain Predictions for a Powder Bed Fusion Inconel 625 Single Cantilever Part |
4 |
| Elastic Residual Strain and Stress Measurements and Corresponding Part Deflections of 3D Additive Manufacturing Builds of IN625 AM-Bench Artifacts Using Neutron Diffraction, Synchrotron X-Ray Diffraction, and Contour Method |
4 |
| Accurate Prediction of Melt Pool Shapes in Laser Powder Bed Fusion by the Non-Linear Temperature Equation Including Phase Changes: Model validity: isotropic versus anisotropic conductivity to capture AM Benchmark Test AMB2018-02 |
3 |
| Uncertainty Quantification for Parameter Estimation and Response Prediction Generalizing the Random Effects Bayesian Inferential Framework to Account for Material and Experimental Variability |
3 |
| Phase Fraction and Evolution of Additively Manufactured (AM) 15-5 Stainless Steel and Inconel 625 AM-Bench Artifacts |
3 |
| PolyProc: A Modular Processing Pipeline for X-ray Diffraction Tomography |
3 |
| BisQue for 3D Materials Science in the Cloud: Microstructure-Property Linkages |
3 |
| Automatic Crack Detection and Analysis for Biological Cellular Materials in X-Ray In Situ Tomography Measurements |
2 |
| Machine Learning-Based Reduce Order Crystal Plasticity Modeling for ICME Applications |
2 |
| Data Infrastructure Elements in Support of Accelerated Materials Innovation: ELA, PyMKS, and MATIN |
2 |
| A Graph Theory-Based Automated Twin Recognition Technique for Electron Backscatter Diffraction Analysis |
2 |
| Cloud-Based Materials and Product RealizationFostering ICME Via Industry 4.0 |
2 |
| Predicting Precipitation Kinetics During the Annealing of Additive Manufactured Inconel 625 Components |
2 |
| An ICME Process Chain for Diffusion Brazing of Alloy 247 |
2 |
| LPBF Right the First Timethe Right Mix Between Modeling and Experiments |
2 |
| Probing Local Mechanical Properties in Polymer-Ceramic Hybrid Acetabular Sockets Using Spherical Indentation Stress-Strain Protocols |
2 |
| Development of a Versatile Mechanical Testing Device for In Situ Synchrotron Tomography and Diffraction Experiments |
2 |
| ModLayer: A MATLAB GUI Drawing Segmentation Tool for Visualizing and Classifying 3D Data |
2 |
| Statistical Characterization of Intragrain Misorientations at Large Strains Using High-Energy X-Ray Diffraction: Application to Hydrogen Embrittlement |
1 |
| Integrated Computational Materials Engineering to Predict Melt-Pool Dimensions and 3D Grain Structures for Selective Laser Melting of Inconel 625 |
1 |
| On the Origin of the Anisotropic Damage of X100 Line Pipe Steel: Part I-In Situ Synchrotron Tomography Experiments |
1 |
| AixViPMaP((R))an Operational Platform for Microstructure Modeling Workflows |
1 |
| Study of Local Mechanical Responses in an Epoxy-Carbon Fiber Laminate Composite Using Spherical Indentation Stress-Strain Protocols |
1 |
| Modeling Strain Localization in Microtextured Regions in a Titanium Alloy: Ti-6Al-4V |
1 |
| Recent Tomographic Imaging Developments at the PSICHE Beamline |
1 |
| Integrative Materials Design of Three-Phase Mo-Si-B Alloys |
1 |
| A Relation Aware Search Engine for Materials Science |
1 |
| Computational Design of Functionally Graded Materials from Sintered Powders |
1 |
| An ICME Framework for Design of Stainless Steel for Sintering |
1 |
| ICME Framework for Damage Assessment and Remaining Creep Life Prediction of In-Service Turbine Blades Manufactured with Ni-Based Superalloys |
0 |
| Bayesian Framework for Inverse Inference in Manufacturing Process Chains |
0 |
| Integrated Modeling of Carburizing-Quenching-Tempering of Steel Gears for an ICME Framework |
0 |
| Numerical Prediction of the Microstructure and Stress Evolution During Surface Grinding of AISI 52100 (DIN 100Cr6) |
0 |
| An ICME Framework for Incorporating Bulk Residual Stresses in Rotor Component Design |
0 |
