Integrating Materials and Manufacturing Innovation

Papers
(The median citation count of Integrating Materials and Manufacturing Innovation is 3. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-05-01 to 2025-05-01.)
ArticleCitations
Parameters, Properties, and Process: Conditional Neural Generation of Realistic SEM Imagery Toward ML-Assisted Advanced Manufacturing48
VAMPYR: A MATLAB-Based Toolset Leveraging MTEX for Automating VPSC33
Multi-physics Approach to Predict Fatigue Behavior of High Strength Aluminum Alloy Repaired via Additive Friction Stir Deposition31
PRISMS-Indentation: Multi-scale Elasto-Plastic Virtual Indentation Module29
Computational Alloy Design for Process-Related Uncertainties in Powder Metallurgy26
An Open Combinatorial Diffraction Dataset Including Consensus Human and Machine Learning Labels with Quantified Uncertainty for Training New Machine Learning Models21
A Common Data Dictionary and Common Data Model for Additive Manufacturing19
Natural Language Processing-Driven Microscopy Ontology Development18
MAUD Rietveld Refinement Software for Neutron Diffraction Texture Studies of Single- and Dual-Phase Materials18
Generative Adversarial Networks and Mixture Density Networks-Based Inverse Modeling for Microstructural Materials Design18
Effects of Boundary Conditions on Microstructure-Sensitive Fatigue Crystal Plasticity Analysis17
Enhancing Reproducibility in Precipitate Analysis: A FAIR Approach with Automated Dark-Field Transmission Electron Microscope Image Processing16
New Paradigms in Model Based Materials Definitions for Titanium Alloys in Aerospace Applications16
Microstructure Characterization and Reconstruction in Python: MCRpy15
The AFRL Additive Manufacturing Modeling Challenge: Predicting Micromechanical Fields in AM IN625 Using an FFT-Based Method with Direct Input from a 3D Microstructural Image15
Cross-Sectional Melt Pool Geometry of Laser Scanned Tracks and Pads on Nickel Alloy 718 for the 2022 Additive Manufacturing Benchmark Challenges15
Blockchain-Based Security Access Control System for Sharing Squeeze Casting Process Database14
Microscale Structure to Property Prediction for Additively Manufactured IN625 through Advanced Material Model Parameter Identification14
Data-Driven Surrogate Modeling with Microstructure-Sensitivity of Viscoplastic Creep in Grade 91 Steel13
High-Throughput Microstructural Characterization and Process Correlation Using Automated Electron Backscatter Diffraction13
3D Grain Shape Generation in Polycrystals Using Generative Adversarial Networks12
AM Bench 2022 Macroscale Tensile Challenge at Different Orientations (CHAL-AMB2022-04-MaTTO) and Summary of Predictions12
3D Minimum Channel Width Distribution in a Ni-Base Superalloy11
Phase Composition and Phase Transformation of Additively Manufactured Nickel Alloy 718 AM Bench Artifacts11
Location-Specific Microstructure Characterization Within AM Bench 2022 Laser Tracks on Bare Nickel Alloy 718 Plates11
Reverse AFM Height Map Search: Content-Based Topography Retrieval via Self-Supervised Deep Learning11
Application of a Chained-ANN for Learning the Process–Structure Mapping in Mg2SixSn1−x Spinodal Decomposition10
Crystal Elasticity Simulations of Polycrystalline Material Using Rank-One Approximation10
Toward a Physical Basis for a Predictive Finite Element Thermal Model of the LENS™ Process Leveraging Dual-Wavelength Pyrometer Datasets10
On the Fidelity of the Scaling Laws for Melt Pool Depth Analysis During Laser Powder Bed Fusion9
Consistent Quantification of Precipitate Shapes and Sizes in Two and Three Dimensions Using Central Moments9
Automated Grain Boundary (GB) Segmentation and Microstructural Analysis in 347H Stainless Steel Using Deep Learning and Multimodal Microscopy9
Image Processing Pipeline for Fluoroelastomer Crystallite Detection in Atomic Force Microscopy Images9
Temperature-Dependent Material Property Databases for Marine Steels—Part 5: HY-808
A Novel Methodology for the Thermographic Cooling Rate Measurement during Powder Bed Fusion of Metals Using a Laser Beam8
Quantitative Benchmarking of Acoustic Emission Machine Learning Frameworks for Damage Mechanism Identification8
Benchmark Study of Melted Track Geometries in Laser Powder Bed Fusion of Inconel 6258
Prediction of Glass Forming Ability of Bulk Metallic Glasses Using Machine Learning8
AFRL Additive Manufacturing Modeling Series: Challenge 4, 3D Reconstruction of an IN625 High-Energy Diffraction Microscopy Sample Using Multi-modal Serial Sectioning8
Restoration of Noisy Orientation Maps from Electron Backscatter Diffraction Imaging8
Framework for the Generation of 3D Fiber Composite Structures from 2D Observations7
Community-Scale Problem-Solving: Reflections on a Decade of Infrastructure Development in the MGI7
Equivariant Neural Networks for Controlling Dynamic Spatial Light Modulators7
Location-Specific Microstructure Characterization Within AM Bench 2022 Nickel Alloy 718 3D Builds7
On the Prediction of Uniaxial Tensile Behavior Beyond the Yield Point of Wrought and Additively Manufactured Ti-6Al-4V7
Temperature-Dependent Material Property Databases for Marine Steels—Part 3: HSLA-807
A Case Study of Beta-Variational Auto-encoders, Disentanglement Impacts of Input Distribution and Beta-Variation Based Upon a Computational Multi-modal Particle Packing Simulation7
Automatic Determination of the Weak-Beam Condition in Dark Field X-ray Microscopy7
Imputation Method Based on Collaborative Filtering and Clustering for the Missing Data of the Squeeze Casting Process Parameters7
Interpretable Machine Learning for Texture-Dependent Constitutive Models with Automatic Code Generation for Topological Optimization7
Phase Identification in Synchrotron X-ray Diffraction Patterns of Ti–6Al–4V Using Computer Vision and Deep Learning6
An Easy, Simple, and Accessible Web-based Machine Learning Platform, SimPL-ML6
Automated Segmentation and Chord Length Distribution of Melt Pools in Complex 3D Printed Metal Artifacts6
AFRL Additive Manufacturing Modeling Series: Challenge 2, Microscale Process-to-Structure Data Description6
On the Effect of Nucleation Undercooling on Phase Transformation Kinetics6
A Case Study of Multimodal, Multi-institutional Data Management for the Combinatorial Materials Science Community6
Semantics-Enabled Data Federation: Bringing Materials Scientists Closer to FAIR Data6
A Novel Additive Manufacturing Process Metric for Predicting Spatter-Related Porosity in Laser Powder Bed Fusion6
Macroscale Property Prediction for Additively Manufactured IN625 from Microstructure Through Advanced Homogenization5
Physics-Informed Machine Learning and Uncertainty Quantification for Mechanics of Heterogeneous Materials5
Estimation of Local Strain Fields in Two-Phase Elastic Composite Materials Using UNet-Based Deep Learning5
3D Reconstruction of a High-Energy Diffraction Microscopy Sample Using Multi-modal Serial Sectioning with High-Precision EBSD and Surface Profilometry5
Review of Material Modeling and Digitalization in Industry: Barriers and Perspectives5
Random Generation of Lattice Structures with Short-Range Order5
Ontopanel: A Tool for Domain Experts Facilitating Visual Ontology Development and Mapping for FAIR Data Sharing in Materials Testing5
Validity of Thermal Simulation Models for Different Laser Beam Shapes in Bead-on-Plate Melting5
Numerical and Experimental Characterization of Melt Pool in Laser Powder Bed Fusion of SS316l5
XtalMesh Toolkit: High-Fidelity Mesh Generation of Polycrystals5
Multi-fidelity Modeling for Uncertainty Quantification in Laser Powder Bed Fusion Additive Manufacturing5
Data Mining and Visualization of High-Dimensional ICME Data for Additive Manufacturing5
Workflow for Robotic Point-of-Care Manufacturing of Personalized Maxillofacial Graft Fixation Hardware5
Heterogeneous Deformation of As-Built Nickel Alloy 625 with Checkered Columnar Grains at Different Strain Rates (AMB2022-04)5
Coupled Process Modeling of Flow and Transport Phenomena in LCM Processing4
Time-Resolved Geometric Feature Tracking Elucidates Laser-Induced Keyhole Dynamics4
Online Measurement for Parameter Discovery in Fused Filament Fabrication4
Correction: AM Bench 2022 Macroscale Tensile Challenge at Different Orientations (CHAL-AMB2022-04-MaTTO) and Summary of Predictions4
Heat Source Model Development for Thermal Analysis of Laser Powder Bed Fusion Using Bayesian Optimization and Machine Learning4
Deep Learning Methods for Microstructural Image Analysis: The State-of-the-Art and Future Perspectives4
Tackling Structured Knowledge Extraction from Polymer Nanocomposite Literature as an NER/RE Task with seq2seq4
Advanced Acquisition Strategies for Lab-Based Diffraction Contrast Tomography4
Evolution of Model-Based Materials Definitions4
Temperature-Dependent Material Property Databases for Nickel-Aluminum Bronze, HY-80 and HY-100 Steels4
Automatic Detection of Dendritic Microstructure Using Computer Vision Deep Learning Models Trained with Phase Field Simulations4
Outcomes and Conclusions from the 2022 AM Bench Measurements, Challenge Problems, Modeling Submissions, and Conference4
A Process-Structure-Property Simulation Framework for Quantifying Uncertainty in Additive Manufacturing: Application to Fatigue in Ti-6Al-4V4
A Bayesian Approach to the Eagar–Tsai Model for Melt Pool Geometry Prediction with Implications in Additive Manufacturing of Metals4
An Active Learning Approach for the Design of Doped LLZO Ceramic Garnets for Battery Applications4
Additive Manufacturing Benchmark 2022 Subcontinuum Mesoscale Tensile Challenge (CHAL-AMB2022-04-MeTT) and Summary of Predictions4
A Machine Learning Strategy for Race-Tracking Detection During Manufacturing of Composites by Liquid Moulding4
Ability to Simulate Absorption and Melt Pool Dynamics for Laser Melting of Bare Aluminum Plate: Results and Insights from the 2022 Asynchronous AM-Bench Challenge3
MICRO2D: A Large, Statistically Diverse, Heterogeneous Microstructure Dataset3
AFRL Additive Manufacturing Modeling Series: Challenge 4, In Situ Mechanical Test of an IN625 Sample with Concurrent High-Energy Diffraction Microscopy Characterization3
Temperature-Dependent Material Property Databases for Marine Steels—Part 6: HY-1003
CAROUSEL: An Open-Source Framework for High-Throughput Microstructure Simulations3
Model-Based Material and Process Definitions for Additive Manufactured Component Design and Qualification3
Lifetime and Degradation Study of Poly(Methyl Methacrylate) via a Data-Driven Study Protocol Approach3
Microstructure Image Classification: A Classifier Combination Approach Using Fuzzy Integral Measure3
Bi-directional Scan Pattern Effects on Residual Stresses and Distortion in As-built Nitinol Parts: A Trend Analysis Simulation Study3
Emerging Opportunities in Distributed Manufacturing: Results and Analysis of an Expert Study3
Part Deflection Measurements of AM‑Bench IN718 3D Build Artifacts3
High-Throughput Extraction of Phase–Property Relationships from Literature Using Natural Language Processing and Large Language Models3
Data-Driven Multi-Scale Modeling and Optimization for Elastic Properties of Cubic Microstructures3
An Integrated Multiscale Model to Study the Marangoni Effect on Molten Pool and Microstructure Evolution3
DRAGON: A Tool for Extracting Quantitative Data from Pole Figure Representations of Crystallographic Texture in Literature3
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