Ausgabe 4/2022
Inhalt (13 Artikel)
- 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
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, Ramakrishna Tipireddy, Mark C. Messner, Varun Gupta
- 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
