Meidani, Hadi

1. End-to-End Heterogeneous Graph Neural Networks for Traffic Assignment
   2023/10/19 by Liu, Tong, Meidani, Hadi · 6 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Physics-Informed Geometry-Aware Neural Operator
   2024/08/02 by Weiheng Zhong, Hadi Meidani, Zhong, Weiheng +1 · 7 citations
   Computer Science · Engineering · #Image Processing and 3D Reconstruction #Advanced Numerical Analysis Techniques #3D Shape Modeling and Analysis
3. GNN-based physics solver for time-independent PDEs
   2023/03/28 by Gladstone, Rini Jasmine, Rahmani, Helia, Suryakumar, Vishvas +3 · 2 citations
   #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
4. IGANI: Iterative Generative Adversarial Networks for Imputation with\n Application to Traffic Data
   2020/08/11 by Hadi Meidani, Kazemi, Amir, Meidani, Hadi · 1 citation
   Computer Science · Engineering · #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Traffic Prediction and Management Techniques #Traffic control and management
5. FO-PINNs: A First-Order formulation for Physics Informed Neural Networks
   2022/10/25 by Gladstone, Rini J., Nabian, Mohammad A., Sukumar, N. +2 · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
6. Time Series Synthesis via Multi-scale Patch-based Generation of Wavelet Scalogram
   2022/10/21 by Kazemi, Amir, Hadi Meidani, Meidani, Hadi · 1 citation
   Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #Data Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Signal Processing (eess.SP) #Statistics and Probability (physics.data-an) #Time Series Analysis and Forecasting #electronic engineering #information engineering
7. Geometry-Informed Neural Operator Transformer
   2025/04/28 by Qibang Liu, Liu, Qibang, Weiheng Zhong +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
8. PINN-FEM: A Hybrid Approach for Enforcing Dirichlet Boundary Conditions in Physics-Informed Neural Networks
   2025/01/14 by Nahil Sobh, Rini Jasmine Gladstone, Sobh, Nahil +3 · 2 citations
   Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
9. Multi-Class Traffic Assignment using Multi-View Heterogeneous Graph Attention Networks
   2025/01/15 by Tong Liu, Liu, Tong, Hadi Meidani +1 · 2 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies #Traffic Prediction and Management Techniques #Web Data Mining and Analysis
10. Heterogeneous Graph Sequence Neural Networks for Dynamic Traffic Assignment
    2024/08/07 by Tong Liu, Liu, Tong, Hadi Meidani +1 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Traffic Prediction and Management Techniques
11. 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
12. Physics-informed Discretization-independent Deep Compositional Operator Network
    2024/04/21 by Weiheng Zhong, Hadi Meidani, Zhong, Weiheng +1 · 1 citation
    Computer Science · Neuroscience · #Neural Networks and Applications #Brain Tumor Detection and Classification