Ausgabe 4/2022
Inhalt (13 Artikel)
Compound Knowledge Graph-Enabled AI Assistant for Accelerated Materials Discovery
- Open Access
- Thematic Section: First World Congress on Artificial Intelligence in Materials & Manufacturing 2022
Kareem S. Aggour, Andrew Detor, Alfredo Gabaldon, Varish Mulwad, Abha Moitra, Paul Cuddihy, Vijay S. Kumar
PRISMS-Plasticity TM: An Open-Source Rapid Texture Evolution Analysis Pipeline
- Technical Article
Mohammadreza Yaghoobi, John E. Allison, Veera Sundararaghavan
Additive Manufacturing Melt Pool Prediction and Classification via Multifidelity Gaussian Process Surrogates
- Technical Article
Robert Saunders, Anna Rawlings, Andrew Birnbaum, Athanasios Iliopoulos, John Michopoulos, Dimitris Lagoudas, Alaa Elwany
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
- Technical Article
Amirfarzad Behnam, Timothy J. Truster, Ramakrishna Tipireddy, Mark C. Messner, Varun Gupta
Predicting Melt Pool Dimensions for Wire-Feed Directed Energy Deposition Process
- Technical Article
Zhening Yang, Amit K. Verma, Lonnie Smith, Ali Guzel, Hangman Chen, P. Christiaan Pistorius, Anthony D. Rollett
Ontopanel: A Tool for Domain Experts Facilitating Visual Ontology Development and Mapping for FAIR Data Sharing in Materials Testing
- Open Access
- Technical Article
Yue Chen, Markus Schilling, Philipp von Hartrott, Hossein Beygi Nasrabadi, Birgit Skrotzki, Jürgen Olbricht
A Framework for the Optimal Selection of High-Throughput Data Collection Workflows by Autonomous Experimentation Systems
- Technical Article
Rohan Casukhela, Sriram Vijayan, Joerg R. Jinschek, Stephen R. Niezgoda
Quantifying Dynamic Signal Spread in Real-Time High-Energy X-ray Diffraction
- Open Access
- Technical Article
Daniel P. Banco, Eric Miller, Armand Beaudoin, Matthew P. Miller, Kamalika Chatterjee
Reduced-Order Damage Assessment Model for Dual-Phase Steels
- Technical Article
Sanket Thakre, Anand K. Kanjarla
Physics-Informed Machine Learning and Uncertainty Quantification for Mechanics of Heterogeneous Materials
- Technical Article
B. V. S. S. Bharadwaja, Mohammad Amin Nabian, Bharatkumar Sharma, Sanjay Choudhry, Alankar Alankar
On the Effect of Nucleation Undercooling on Phase Transformation Kinetics
- Technical Article
José Mancias, Vahid Attari, Raymundo Arróyave, Damien Tourret
Generative Adversarial Networks and Mixture Density Networks-Based Inverse Modeling for Microstructural Materials Design
- Open Access
- Technical Article
Yuwei Mao, Zijiang Yang, Dipendra Jha, Arindam Paul, Wei-keng Liao, Alok Choudhary, Ankit Agrawal
Temperature-Dependent Material Property Databases for Marine Steels—Part 3: HSLA-80
- Technical Article
Jennifer K. Semple, Daniel H. Bechetti, Wei Zhang, Charles R. Fisher
