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Integrating Materials and Manufacturing Innovation

Issue 4/2022

Content (13 Articles)

  • Open Access
  • Thematic Section: First World Congress on Artificial Intelligence in Materials & Manufacturing 2022

Compound Knowledge Graph-Enabled AI Assistant for Accelerated Materials Discovery

Kareem S. Aggour, Andrew Detor, Alfredo Gabaldon, Varish Mulwad, Abha Moitra, Paul Cuddihy, Vijay S. Kumar

  • Technical Article

PRISMS-Plasticity TM: An Open-Source Rapid Texture Evolution Analysis Pipeline

Mohammadreza Yaghoobi, John E. Allison, Veera Sundararaghavan

  • Technical Article

Additive Manufacturing Melt Pool Prediction and Classification via Multifidelity Gaussian Process Surrogates

Robert Saunders, Anna Rawlings, Andrew Birnbaum, Athanasios Iliopoulos, John Michopoulos, Dimitris Lagoudas, Alaa Elwany

  • Technical Article

Predicting Melt Pool Dimensions for Wire-Feed Directed Energy Deposition Process

Zhening Yang, Amit K. Verma, Lonnie Smith, Ali Guzel, Hangman Chen, P. Christiaan Pistorius, Anthony D. Rollett

  • Open Access
  • Technical Article

Ontopanel: A Tool for Domain Experts Facilitating Visual Ontology Development and Mapping for FAIR Data Sharing in Materials Testing

Yue Chen, Markus Schilling, Philipp von Hartrott, Hossein Beygi Nasrabadi, Birgit Skrotzki, Jürgen Olbricht

  • Technical Article

A Framework for the Optimal Selection of High-Throughput Data Collection Workflows by Autonomous Experimentation Systems

Rohan Casukhela, Sriram Vijayan, Joerg R. Jinschek, Stephen R. Niezgoda

  • Open Access
  • Technical Article

Quantifying Dynamic Signal Spread in Real-Time High-Energy X-ray Diffraction

Daniel P. Banco, Eric Miller, Armand Beaudoin, Matthew P. Miller, Kamalika Chatterjee

  • Technical Article

Reduced-Order Damage Assessment Model for Dual-Phase Steels

Sanket Thakre, Anand K. Kanjarla

  • Technical Article

Physics-Informed Machine Learning and Uncertainty Quantification for Mechanics of Heterogeneous Materials

B. V. S. S. Bharadwaja, Mohammad Amin Nabian, Bharatkumar Sharma, Sanjay Choudhry, Alankar Alankar

  • Technical Article

On the Effect of Nucleation Undercooling on Phase Transformation Kinetics

José Mancias, Vahid Attari, Raymundo Arróyave, Damien Tourret

  • Open Access
  • Technical Article

Generative Adversarial Networks and Mixture Density Networks-Based Inverse Modeling for Microstructural Materials Design

Yuwei Mao, Zijiang Yang, Dipendra Jha, Arindam Paul, Wei-keng Liao, Alok Choudhary, Ankit Agrawal

  • Technical Article

Temperature-Dependent Material Property Databases for Marine Steels—Part 3: HSLA-80

Jennifer K. Semple, Daniel H. Bechetti, Wei Zhang, Charles R. Fisher

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