1. Compound Knowledge Graph-Enabled AI Assistant for Accelerated Materials Discovery

   • Kareem S. Aggour
   • Andrew Detor
   • Vijay S. Kumar

   Thematic Section: First World Congress on Artificial Intelligence in Materials & Manufacturing 2022 Open access 08 December 2022 Pages: 467 - 478

   

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

   • Mohammadreza Yaghoobi
   • John E. Allison
   • Veera Sundararaghavan

   Technical Article 28 September 2022 Pages: 479 - 496

   

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

   • Robert Saunders
   • Anna Rawlings
   • Alaa Elwany

   Technical Article 20 September 2022 Pages: 497 - 515

   

4. Uncertainty Quantification Framework for Predicting Material Response with Large Number of Parameters: Application to Creep Prediction in Ferritic-Martensitic Steels Using Combined Crystal Plasticity and Grain Boundary Models

   • Amirfarzad Behnam
   • Timothy J. Truster
   • Varun Gupta

   Technical Article 28 September 2022 Pages: 516 - 531

   

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

   • Zhening Yang
   • Amit K. Verma
   • Anthony D. Rollett

   Technical Article 19 October 2022 Pages: 532 - 544

   

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

   • Yue Chen
   • Markus Schilling
   • Jürgen Olbricht

   Technical Article Open access 17 October 2022 Pages: 545 - 556

   

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

   • Rohan Casukhela
   • Sriram Vijayan
   • Stephen R. Niezgoda

   Technical Article 31 October 2022 Pages: 557 - 567

   

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

   • Daniel P. Banco
   • Eric Miller
   • Kamalika Chatterjee

   Technical Article Open access 04 November 2022 Pages: 568 - 586

   

9. Reduced-Order Damage Assessment Model for Dual-Phase Steels

   • Sanket Thakre
   • Anand K. Kanjarla

   Technical Article 31 October 2022 Pages: 587 - 606

   

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

    • B. V. S. S. Bharadwaja
    • Mohammad Amin Nabian
    • Alankar Alankar

    Technical Article 04 November 2022 Pages: 607 - 627

    

11. On the Effect of Nucleation Undercooling on Phase Transformation Kinetics

    • José Mancias
    • Vahid Attari
    • Damien Tourret

    Technical Article 03 November 2022 Pages: 628 - 636

    

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

    • Yuwei Mao
    • Zijiang Yang
    • Ankit Agrawal

    Technical Article Open access 08 November 2022 Pages: 637 - 647

    

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

    • Jennifer K. Semple
    • Daniel H. Bechetti
    • Charles R. Fisher

    Technical Article 23 November 2022 Pages: 648 - 674