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A Methodology for the Rapid Qualification of Additively Manufactured Materials Based on Pore Defect Structures Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2024-02-27 Krzysztof S. Stopka, Andrew Desrosiers, Amber Andreaco, Michael D. Sangid
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A General Materials Data Science Framework for Quantitative 2D Analysis of Particle Growth from Image Sequences Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2024-02-20 Sameera Nalin Venkat, Thomas G. Ciardi, Mingjian Lu, Preston C. DeLeo, Jube Augustino, Adam Goodman, Jayvic Cristian Jimenez, Anirban Mondal, Frank Ernst, Christine A. Orme, Yinghui Wu, Roger H. French, Laura S. Bruckman
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MICRO2D: A Large, Statistically Diverse, Heterogeneous Microstructure Dataset Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2024-02-12 Andreas E. Robertson, Adam P. Generale, Conlain Kelly, Michael O. Buzzy, Surya R. Kalidindi
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A Common Data Dictionary and Common Data Model for Additive Manufacturing Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2024-02-07 Alexander Kuan, Kareem S. Aggour, Shengyen Li, Yan Lu, Luke Mohr, Alex Kitt, Hunter Macdonald
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Temperature-Dependent Material Property Databases for Marine Steels—Part 6: HY-100 Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2024-02-07
Abstract Integrated Computational Materials Engineering (ICME)-based tools and techniques have been identified as the best path forward for distortion mitigation in thin-plate steel construction at shipyards. ICME tools require temperature-dependent material properties—including specific heat, thermal conductivity, coefficient of thermal expansion, elastic modulus, yield strength, flow stress, and
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Blockchain-Based Security Access Control System for Sharing Squeeze Casting Process Database Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2024-02-06 Jianxin Deng, Gang Liu, Xiangming Zeng
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Phase Composition and Phase Transformation of Additively Manufactured Nickel Alloy 718 AM Bench Artifacts Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2024-02-05 Fan Zhang, Aaron C. Johnston-Peck, Lyle E. Levine, Michael B. Katz, Kil-Won Moon, Maureen E. Williams, Sandra W. Young, Andrew J. Allen, Olaf Borkiewicz, Jan Ilavsky
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Ability to Simulate Absorption and Melt Pool Dynamics for Laser Melting of Bare Aluminum Plate: Results and Insights from the 2022 Asynchronous AM-Bench Challenge Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2024-02-01 Brian J. Simonds, Jack Tanner, Alexandra Artusio-Glimpse, Niranjan Parab, Cang Zhao, Tao Sun, Paul A. Williams
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Heat Source Model Development for Thermal Analysis of Laser Powder Bed Fusion Using Bayesian Optimization and Machine Learning Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2024-01-19 Masahiro Kusano, Makoto Watanabe
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Reconstructing Microstructures From Statistical Descriptors Using Neural Cellular Automata Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2024-01-18 Paul Seibert, Alexander Raßloff, Yichi Zhang, Karl Kalina, Paul Reck, Daniel Peterseim, Markus Kästner
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Enhancing Reproducibility in Precipitate Analysis: A FAIR Approach with Automated Dark-Field Transmission Electron Microscope Image Processing Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2024-01-18
Abstract High-strength aluminum alloys used in aerospace and automotive applications obtain their strength through precipitation hardening. Achieving the desired mechanical properties requires precise control over the nanometer-sized precipitates. However, the microstructure of these alloys changes over time due to aging, leading to a deterioration in strength. Typically, the size, number, and distribution
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PRISMS-Indentation: Multi-scale Elasto-Plastic Virtual Indentation Module Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2024-01-17
Abstract Indentation testing has played a major role for many materials design processes as a convenient and relatively cheap experiment. However, extracting the data from indentation tests requires complex post-processing or an integrated simulation and experiment framework. Accordingly, the simulation of indentation has become a post-processing routine for indentation tests. Providing a highly efficient
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Phase Identification in Synchrotron X-ray Diffraction Patterns of Ti–6Al–4V Using Computer Vision and Deep Learning Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2024-01-16 Weiqi Yue, Pawan K. Tripathi, Gabriel Ponon, Zhuldyz Ualikhankyzy, Donald W. Brown, Bjorn Clausen, Maria Strantza, Darren C. Pagan, Matthew A. Willard, Frank Ernst, Erman Ayday, Vipin Chaudhary, Roger H. French
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AM Bench 2022 Macroscale Tensile Challenge at Different Orientations (CHAL-AMB2022-04-MaTTO) and Summary of Predictions Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2024-01-16 Newell Moser, Jake Benzing, Orion L. Kafka, Jordan Weaver, Nicholas Derimow, Ross Rentz, Nikolas Hrabe
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Automated Grain Boundary (GB) Segmentation and Microstructural Analysis in 347H Stainless Steel Using Deep Learning and Multimodal Microscopy Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2024-01-08 Shoieb Ahmed Chowdhury, M. F. N. Taufique, Jing Wang, Marissa Masden, Madison Wenzlick, Ram Devanathan, Alan L. Schemer-Kohrn, Keerti S. Kappagantula
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Beyond Combinatorial Materials Science: The 100 Prisoners Problem Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2024-01-08
Abstract Advancements in high-throughput data generation and physics-informed artificial intelligence and machine-learning algorithms are rapidly challenging the status quo for how materials data is collected, analyzed, and communicated with the world. Machine-learning algorithms can be executed in just a few lines of code by researchers with minimal data science expertise. This perspective addresses
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Robust, Co-design Exploration of Multilevel Product, Material, and Manufacturing Process Systems Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-12-29
Abstract Achieving targeted product performance requires the integrated exploration of design spaces across multiple levels of decision-making in systems comprising products, materials, and manufacturing processes—product-material-manufacturing process (PMMP) systems. This demands the capability to co-design PMMP systems, that is, share ranged sets of design solutions among distributed product, material
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Automated Segmentation and Chord Length Distribution of Melt Pools in Complex 3D Printed Metal Artifacts Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-12-27
Abstract We present a new computational approach for large-scale segmentation and spatially-resolved analysis of melt pools in complex 3D printed parts and qualification artifacts. Our hybrid segmentation includes human-in-the-loop image processing of a few representative optical images of melt pools that are then used for training machine learning models for automated segmentation of melt pool boundaries
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Temperature-Dependent Material Property Databases for Marine Steels—Part 5: HY-80 Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-12-21 Jennifer K. Semple, Daniel H. Bechetti, Wei Zhang, Justin E. Norkett, Charles R. Fisher
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Coupled Thermal Solidification Process Simulation of Sapphire Growth Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-12-14
Abstract Thermal distribution during the sapphire growth process determines to a great extent the thermal stresses and dislocation density in sapphire. In this work, thermal and defect simulations of sapphire growth in a simplified single-boule furnace are presented. The heat transfer in the furnace is modeled via ANSYS Fluent® by considering conduction, convection and radiation effects. A dislocation
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An Integrated Multiscale Model to Study the Marangoni Effect on Molten Pool and Microstructure Evolution Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-12-14 Chuanzhen Ma, Ruijie Zhang, Zixin Li, Xue Jiang, Yongwei Wang, Cong Zhang, Haiqing Yin, Xuanhui Qu
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Laser Powder Bed Fusion Process and Structure Data Set for Process Model Validations Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-12-13 Nathaniel Wood, Edwin Schwalbach, Andrew Gillman, David J. Hoelzle
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Image Processing Pipeline for Fluoroelastomer Crystallite Detection in Atomic Force Microscopy Images Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-12-08 Mingjian Lu, Sameera Nalin Venkat, Jube Augustino, David Meshnick, Jayvic Cristian Jimenez, Pawan K. Tripathi, Arafath Nihar, Christine A. Orme, Roger H. French, Laura S. Bruckman, Yinghui Wu
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Temperature-Dependent Material Property Database for C63200 Nickel-Aluminum Bronze (NAB) Plate Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-12-06 Sean M. Orzolek, Justin E. Norkett, Charles R. Fisher
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A Transformer and Random Forest Hybrid Model for the Prediction of Non-metallic Inclusions in Continuous Casting Slabs Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-11-27 Zexian Deng, Yungui Zhang, Lin Zhang, Junqiang Cong
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Lifetime and Degradation Study of Poly(Methyl Methacrylate) via a Data-Driven Study Protocol Approach Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-11-22 Hein Htet Aung, Donghui Li, Jiqi Liu, Chiara Barretta, Yiyang Sheng, Yea Jin Jo, Jayvic C. Jimenez, Erika I. Barcelos, Gernot Oreski, Roger H. French, Laura S. Bruckman
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Process–Structure–Property Simulation Approach to the Estimation of Tensile Anisotropy in 3D Printed Meta-stable $$\beta $$ Titanium Alloy Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-11-15 Luis M. Reig Buades, Martin P. Persson
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Review of Material Modeling and Digitalization in Industry: Barriers and Perspectives Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-11-10 Lucia Scotti, Hector Basoalto, James Moffat, Daniel Cogswell
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Study of TIG Weld Microstructure Formation in Inconel 718 Alloy Using ICME Approach Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-11-07 Shambhu Kushwaha, M. Agilan, M. R. Rahul, Gandham Phanikumar
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Design and Optimization of Manufacturing Process of Polymer Composites Through Multiscale Cure Analysis and NSGA-II Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-11-03 Yagnik Kalariya, Soban Babu Beemaraj, Amit Salvi
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Multi-physics Approach to Predict Fatigue Behavior of High Strength Aluminum Alloy Repaired via Additive Friction Stir Deposition Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-11-01 N. I. Palya, K. A. Fraser, Y. Hong, N. Zhu, M. B. Williams, K. Doherty, P. G. Allison, J. B. Jordon
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Tempered Hardness Optimization of Martensitic Alloy Steels Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-10-26 Heather A. Murdoch, Daniel M. Field, Benjamin A. Szajewski, Levi D. McClenny, Andrew Garza, Berend C. Rinderspacher, Mulugeta A. Haile, Krista R. Limmer
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A Workflow for Accelerating Multimodal Data Collection for Electrodeposited Films Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-10-26 Kimberly L. Bassett, Tylan Watkins, Jonathan Coleman, Nathan Bianco, Lauren S. Bailey, Jamin Pillars, Samuel Garrett Williams, Tomas F. Babuska, John Curry, Frank W. DelRio, Amelia A. Henriksen, Anthony Garland, Justin Hall, Brandon A. Krick, Brad L. Boyce
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Predicting Sintering Window of Binder Jet Additively Manufactured Parts Using a Coupled Data Analytics and CALPHAD Approach Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-10-25 Rangasayee Kannan, Peeyush Nandwana
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CAROUSEL: An Open-Source Framework for High-Throughput Microstructure Simulations Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-10-23 Sebastian Carrion Ständer, Nora Barschkett, Evgeniya Kabliman
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Part Deflection Measurements of AM‑Bench IN718 3D Build Artifacts Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-10-06 Maxwell Praniewicz, Jason C. Fox, Jared Tarr
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VAMPYR: A MATLAB-Based Toolset Leveraging MTEX for Automating VPSC Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-10-03 B. A. Begley, V. M. Miller
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Additive Manufacturing Benchmark 2022 Subcontinuum Mesoscale Tensile Challenge (CHAL-AMB2022-04-MeTT) and Summary of Predictions Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-09-11 Orion L. Kafka, Jake Benzing, Newell Moser, Li-Anne Liew, Jordan Weaver, Nikolas Hrabe
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A Case Study of Beta-Variational Auto-encoders, Disentanglement Impacts of Input Distribution and Beta-Variation Based Upon a Computational Multi-modal Particle Packing Simulation Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-09-07 Jason R. Hall, Taylor D. Sparks
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Restoration of Noisy Orientation Maps from Electron Backscatter Diffraction Imaging Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-08-28 Emmanuel Atindama, Peter Lef, Günay Doğan, Prashant Athavale
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A Process-Structure-Property Simulation Framework for Quantifying Uncertainty in Additive Manufacturing: Application to Fatigue in Ti-6Al-4V Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-08-22 Joshua D. Pribe, Brodan Richter, Patrick E. Leser, Saikumar R. Yeratapally, George R. Weber, Andrew R. Kitahara, Edward H. Glaessgen
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Molecular Dynamics Simulation of Hygroscopic Aging Effects in Epoxy Polymer Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-07-31 M. F. N. Taufique, Martin Losada, Sebastien Hamel, Nir Goldman, Matthew J. DiTucci, Loubna Pagnotti, Daniel Willis, Matthew Torres, Ram Devanathan
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Numerical and Experimental Characterization of Melt Pool in Laser Powder Bed Fusion of SS316l Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-07-05 Ahsan Khan, Syed Hussain Imran Jaffery, Syed Zahid Hussain, Zahid Anwar, Shakeel Dilawar
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Calcium-Treated Steel Cleanliness Prediction Using High-Dimensional Steelmaking Process Data Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-06-13 Stephano Piva, Andre Nogueira Assis, Petrus Christiaan Pistorius, Michael Kan
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Faux-Data Injection Optimization for Accelerating Data-Driven Discovery of Materials Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-06-05 Abdul Wahab Ziaullah, Sanjay Chawla, Fedwa El-Mellouhi
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Temperature-Dependent Material Property Databases for Marine Steels—Part 4: HSLA-100 Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-05-18 Jennifer K. Semple, Daniel H. Bechetti, Wei Zhang, Charles R. Fisher
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Workflow for Robotic Point-of-Care Manufacturing of Personalized Maxillofacial Graft Fixation Hardware Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-05-08 Javier Vazquez-Armendariz, Luis H. Olivas-Alanis, Tobias Mahan, Ciro A. Rodriguez, Michael Groeber, Stephen Niezgoda, Jonathan M. Morris, Hany Emam, Roman Skoracki, Jian Cao, Beth Ripley, Joseph Iaquinto, Glenn Daehn, David Dean
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Sputter-Deposited Mo Thin Films: Multimodal Characterization of Structure, Surface Morphology, Density, Residual Stress, Electrical Resistivity, and Mechanical Response Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-04-24 M. Kalaswad, J. O. Custer, S. Addamane, R. M. Khan, L. Jauregui, T. F. Babuska, A. Henriksen, F. W. DelRio, R. Dingreville, B. L. Boyce, D. P. Adams
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Automatic Determination of the Weak-Beam Condition in Dark Field X-ray Microscopy Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-04-21 Pin-Hua Huang, Ryan Coffee, Leora Dresselhaus-Marais
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Computational Efficient Modeling of Supersolidus Liquid Phase Sintering in Multi-component Alloys for ICME Applications Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-03-16 Tesfaye T. Molla
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Quantitative Benchmarking of Acoustic Emission Machine Learning Frameworks for Damage Mechanism Identification Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-02-13 C. Muir, N. Tulshibagwale, A. Furst, B. Swaminathan, A. S. Almansour, K. Sevener, M. Presby, J. D. Kiser, T. M. Pollock, S. Daly, C. Smith
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Bi-directional Scan Pattern Effects on Residual Stresses and Distortion in As-built Nitinol Parts: A Trend Analysis Simulation Study Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-01-30 Medad C. C. Monu, Yalda Afkham, Josiah C. Chekotu, Emmanuel J. Ekoi, Hengfeng Gu, Chong Teng, Jon Ginn, Jennifer Gaughran, Dermot Brabazon
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Parameters, Properties, and Process: Conditional Neural Generation of Realistic SEM Imagery Toward ML-Assisted Advanced Manufacturing Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-01-24 Scott Howland, Lara Kassab, Keerti Kappagantula, Henry Kvinge, Tegan Emerson
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A Novel Methodology for the Thermographic Cooling Rate Measurement during Powder Bed Fusion of Metals Using a Laser Beam Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-01-23 David L. Wenzler, Katharina Bergmeier, Siegfried Baehr, Johannes Diller, Michael F. Zaeh
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3D Minimum Channel Width Distribution in a Ni-Base Superalloy Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2023-01-17 Moritz Müller, Bernd Böttger, Felix Schleifer, Michael Fleck, Uwe Glatzel
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On the Fidelity of the Scaling Laws for Melt Pool Depth Analysis During Laser Powder Bed Fusion Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2022-12-27 M. Naderi, J. Weaver, D. Deisenroth, N. Iyyer, R. McCauley
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Compound Knowledge Graph-Enabled AI Assistant for Accelerated Materials Discovery Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2022-12-08 Kareem S. Aggour, Andrew Detor, Alfredo Gabaldon, Varish Mulwad, Abha Moitra, Paul Cuddihy, Vijay S. Kumar
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Temperature-Dependent Material Property Databases for Marine Steels—Part 3: HSLA-80 Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2022-11-23 Jennifer K. Semple, Daniel H. Bechetti, Wei Zhang, Charles R. Fisher
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Generative Adversarial Networks and Mixture Density Networks-Based Inverse Modeling for Microstructural Materials Design Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2022-11-08 Yuwei Mao, Zijiang Yang, Dipendra Jha, Arindam Paul, Wei-keng Liao, Alok Choudhary, Ankit Agrawal
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Physics-Informed Machine Learning and Uncertainty Quantification for Mechanics of Heterogeneous Materials Integr. Mater. Manuf. Innov. (IF 3.3) Pub Date : 2022-11-04 B. V. S. S. Bharadwaja, Mohammad Amin Nabian, Bharatkumar Sharma, Sanjay Choudhry, Alankar Alankar