Issue 4/2022
Content (13 Articles)
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
PRISMS-Plasticity TM: An Open-Source Rapid Texture Evolution Analysis Pipeline
Mohammadreza Yaghoobi, John E. Allison, Veera Sundararaghavan
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
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
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
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
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
Quantifying Dynamic Signal Spread in Real-Time High-Energy X-ray Diffraction
Daniel P. Banco, Eric Miller, Armand Beaudoin, Matthew P. Miller, Kamalika Chatterjee
Reduced-Order Damage Assessment Model for Dual-Phase Steels
Sanket Thakre, Anand K. Kanjarla
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
On the Effect of Nucleation Undercooling on Phase Transformation Kinetics
José Mancias, Vahid Attari, Raymundo Arróyave, Damien Tourret
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
Temperature-Dependent Material Property Databases for Marine Steels—Part 3: HSLA-80
Jennifer K. Semple, Daniel H. Bechetti, Wei Zhang, Charles R. Fisher