Materials Science
Paper Review Records
All Paper Review Records
10 valid samples · Newest publication first
Review days = acceptance date − received date. PDF, DOI, and publisher-page sources are retained.
A Computational Homogenization Framework for Predicting Properties from Multifield Processing Conditions in Polymer Matrix Particle Composites
AuthorsDenise Widdowson; Dashiell Papula; Anil Erol; Zoubeida Ounaies; Paris von Lockette
Affiliations1. State College, The Pennsylvania State University, University Park, USA; 2. Fredericks Company, Huntingdon Valley, USA; 3. Northrop Grumman Corporation, Linthicum, USA; 4. University of Maryland, Baltimore County, Baltimore, USA
Machine Learning Prediction and Experimental Validation of Externally Solidified Crystal Formation in Aluminum Die Casting Process
AuthorsBuwei Chen; Jianyue Zhang; Zhaoliang Yuan; Gabriel Garcia; Qigui Wang; Liang Wang; Chen Chen; Alan A. Luo
Affiliations1. Deparment of Materials Science and Engineering, The Ohio State University, Columbus, USA; 2. Department of Integrated Systems Engineering, The Ohio State University, Columbus, USA; 3. Advanced Materials Technology, General Motors, Warren, USA
KnowMat : An Agentic Approach to Transforming Unstructured Materials Science Literature into Structured Data
AuthorsHasan M. Sayeed; Casey Clark; Trupti Mohanty; Taylor D. Sparks
Affiliations1. Department of Materials Science and Engineering, University of Utah, Salt Lake City, USA
Expert-Grounded Automatic Prompt Engineering for Extracting Lattice Constants of High-Entropy Alloys from Scientific Publications Using Large Language Models
AuthorsShunshun Liu; Talon R. Booth; Yangfeng Ji; Wesley Reinhart; Prasanna V. Balachandran
Affiliations1. Department of Materials Science and Engineering, University of Virginia, Charlottesville, USA; 2. Department of Computer Science, University of Virginia, Charlottesville, USA; 3. Department of Materials Science and Engineering, Pennsylvania State University, State College, USA; 4. Institute for Computational and Data Sciences, Pennsylvania State University, State College, USA
A Dual-Model Approach to Industrial Safety: Computer Vision for PPE Compliance and Hazard-Zone Monitoring in Steel Production
AuthorsKyle Toth; Monika Singhal; Dhwanil Chauhan; Jay Polra; Chenn Zhou; Garrett Page; Conrad Fisher
Affiliations1. Center for Innovation Through Visualization and Simulation, Purdue University Northwest, Hammond, USA; 2. Steel Dynamics Inc. Flat Roll Group Butler Division, Butler, USA
Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys
AuthorsAngelos Theofilatos; Alexandre Viardin; Laszlo Sturz
Affiliations1. ACCESS e.V., Aachen, Germany
Discovering Hidden Relationships of Alloy Properties with Manifold Learning
AuthorsMohammad Abu-Mualla; Ellis Crabtree; Fredrick Michael; Yayue Pan; Jida Huang
Affiliations1. University of Illinois Chicago, Chicago, USA; 2. Johns Hopkins All Children’s Research and Education Building, Petersburg, USA; 3. NASA Marshall Space Flight Center, Huntsville, USA
Graph Neural Networks for Fast Prediction of Plastic Metal Deformation in Hot Forging
AuthorsSam St. John; Joshua Groves; Ananya Kameswari; Jordan Huff; Tara Wagoner; Barton Gattis; Faezeh Bagheri; Michael Groeber; Steve Niezgoda; Anahita Khojandi
Affiliations1. Department of Industrial and Systems Engineering, University of Tennessee, Knoxville, USA; 2. Department of Integrated Systems Engineering, The Ohio State University, Columbus, USA; 3. Department of Materials Science and Engineering, The Ohio State University, Columbus, USA
Mining Multimodal Fatigue Data Using Reasoning Foundation Models and Formalized Domain Knowledge
AuthorsJyoti Prakash Mohanty; Akhil Thomas; Tresa M. Pollock; Ali Riza Durmaz
Affiliations1. Fraunhofer Institute for Mechanics of Materials IWM, Freiburg im Breisgau, Germany; 2. University of California, Santa Barbara (UCSB), Santa Barbara, USA
CrysText: A Generative AI Approach for Text-Conditioned Crystal Structure Generation Using LLM
AuthorsTrupti Mohanty; Maitrey Mehta; Hasan M. Sayeed; Bat-El Oded; Itay Pitussi; Arie Borenstein; Vivek Srikumar; Taylor D. Sparks
Affiliations1. Department of Materials Science & Engineering, University of Utah, Salt Lake City, USA; 2. Kahlert School of Computing, University of Utah, Salt Lake City, USA; 3. Department of Chemical Sciences, Ariel University, Ariel, Israel
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