Negin Alemazkoor

According to our database, Negin Alemazkoor authored at least 14 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

G-PARC: Graph-Physics Aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics on Unstructured Meshes.

Jack T. Beerman, Tyler J. Abele, Mehdi Taghizadeh, Andrew Davis, Zoë J. Gray, Negin Alemazkoor, Xinfeng Gao, H. S. Udaykumar, Stephen S. Baek

CoRR, April, 2026

2025

Multifidelity graph neural networks for efficient and accurate mesh-based partial differential equations surrogate modeling.

Mehdi Taghizadeh, Mohammad Amin Nabian, Negin Alemazkoor

Comput. Aided Civ. Infrastructure Eng., March, 2025

Multi-fidelity graph neural networks for efficient and accurate flood hazard mapping.

Mehdi Taghizadeh, Zanko Zandsalimi, Majid Shafiee-Jood, Negin Alemazkoor

Environ. Model. Softw., 2025

Interpretable physics-informed graph neural networks for flood forecasting.

Mehdi Taghizadeh, Zanko Zandsalimi, Mohammad Amin Nabian, Majid Shafiee-Jood, Negin Alemazkoor

Comput. Aided Civ. Infrastructure Eng., 2025

2024

Multi-Fidelity Physics-Informed Generative Adversarial Network for Solving Partial Differential Equations.

Mehdi Taghizadeh, Mohammad Amin Nabian, Negin Alemazkoor

J. Comput. Inf. Sci. Eng., 2024

Multi-fidelity Machine Learning for Uncertainty Quantification and Optimization.

Ruda Zhang, Negin Alemazkoor

CoRR, 2024

Graph Neural Networks for Precision-Guaranteed Compression of Large-scale Data.

Kamiar Khayambashi, Negin Alemazkoor

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Perspicuity of Evacuation Behavior in Communities during Hurricanes using Large-scale Mobility Patterns and Communal Characteristics.

Harsh Anand, Majid Shafiee-Jood, Negin Alemazkoor

Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

2022

Smart-Meter Big Data for Load Forecasting: An Alternative Approach to Clustering.

Negin Alemazkoor, Mazdak Tootkaboni, Roshanak Nateghi, Arghavan Louhghalam

IEEE Access, 2022

2021

A Data-Driven Multi-Fidelity Approach for Traffic State Estimation Using Data From Multiple Sources.

Negin Alemazkoor, Hadi Meidani

IEEE Access, 2021

2020

Efficient Collection of Connected Vehicles Data With Precision Guarantees.

Negin Alemazkoor, Hadi Meidani

IEEE Trans. Intell. Transp. Syst., 2020

Fast Probabilistic Voltage Control for Distribution Networks With Distributed Generation Using Polynomial Surrogates.

Negin Alemazkoor, Hadi Meidani

IEEE Access, 2020

2018

A near-optimal sampling strategy for sparse recovery of polynomial chaos expansions.

Negin Alemazkoor, Hadi Meidani

J. Comput. Phys., 2018

A Recursive Data-driven Model for Traffic Flow Predictions for Locations with Faulty Sensors.

Negin Alemazkoor, Shiyu Wang, Hadi Meidani

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018