Koric, Seid
- Advanced Deep Operator Networks to Predict Multiphysics Solution Fields in Materials Processing and Additive Manufacturing
2024/03/21 by Shashank Kushwaha, Kushwaha, Shashank, Jaewan Park +9 · 7 citations
Engineering · #Additive Manufacturing Materials and Processes #Additive Manufacturing and 3D Printing Technologies #Computational Engineering #FOS: Computer and information sciences #Finance #Manufacturing Process and Optimization #and Science (cs.CE)
- Virtual Sensing-Enabled Digital Twin Framework for Real-Time Monitoring of Nuclear Systems Leveraging Deep Neural Operators
2024/10/17 by Raisa Bentay Hossain, Hossain, Raisa Bentay, Farid Ahmed +9 · 5 citations
Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Nuclear Physics and Applications #Radiation Detection and Scintillator Technologies
- Geometry-Informed Neural Operator Transformer
2025/04/28 by Qibang Liu, Weiheng Zhong, Liu, Qibang +9 · 4 citations
Computer Science · Materials Science · Physics and Astronomy · #Advanced Graph Neural Networks #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Model Reduction and Neural Networks
- Nonlinear Inverse Design of Mechanical Multi-Material Metamaterials Enabled by Video Denoising Diffusion and Structure Identifier
2024/09/20 by Park, Jaewan, Kushwaha, Shashank, He, Junyan +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #Finance #and Science (cs.CE)
- Towards Signed Distance Function based Metamaterial Design: Neural Operator Transformer for Forward Prediction and Diffusion Model for Inverse Design
2025/04/01 by Qibang Liu, Seid Korić, Liu, Qibang +7 · 2 citations
Engineering · Materials Science · #Cellular and Composite Structures #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Topology Optimization in Engineering