Peyman Givi

According to our database, Peyman Givi authored at least 14 papers between 2011 and 2025.

Collaborative distances:

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

2025

Reduced order modeling of turbulent reacting flows on low-rank matrix manifolds.

Aidyn Aitzhan, Arash G. Nouri, Peyman Givi, Hessam Babaee

J. Comput. Phys., 2025

2024

Reconstructing Turbulent Flows Using Spatio-temporal Physical Dynamics.

Shengyu Chen, Tianshu Bao, Peyman Givi, Can Zheng, Xiaowei Jia

ACM Trans. Intell. Syst. Technol., February, 2024

Physics-enhanced Neural Operator for Simulating Turbulent Transport.

Shengyu Chen, Peyman Givi, Can Zheng, Xiaowei Jia

CoRR, 2024

2023

Reconstructing Turbulent Flows Using Physics-Aware Spatio-Temporal Dynamics and Test-Time Refinement.

Shengyu Chen, Tianshu Bao, Peyman Givi, Can Zheng, Xiaowei Jia

CoRR, 2023

2022

A quantum-inspired approach to exploit turbulence structures.

Nikita Gourianov, Michael Lubasch, Sergey Dolgov, Quincy Y. van den Berg, Hessam Babaee, Peyman Givi, Martin Kiffner, Dieter Jaksch

Nat. Comput. Sci., 2022

Physics guided neural networks for spatio-temporal super-resolution of turbulent flows.

Tianshu Bao, Shengyu Chen, Taylor T. Johnson, Peyman Givi, Shervin Sammak, Xiaowei Jia

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Reconstructing High-resolution Turbulent Flows Using Physics-Guided Neural Networks.

Shengyu Chen, Shervin Sammak, Peyman Givi, Joseph P. Yurko, Xiaowei Jia

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2018

Deep Learning of Turbulent Scalar Mixing.

Maziar Raissi, Hessam Babaee, Peyman Givi

CoRR, 2018

2016

PARAGON: Parallel Architecture-Aware Graph Partition Refinement Algorithm.

Angen Zheng, Alexandros Labrinidis, Patrick H. Pisciuneri, Panos K. Chrysanthis, Peyman Givi

Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015

A Clustering Method for Identifying Regions of Interest in Turbulent Combustion Tensor Fields.

Adrian Maries, Timothy Luciani, Patrick H. Pisciuneri, Mehdi B. Nik, Server Levent Yilmaz, Peyman Givi, G. Elisabeta Marai

Proceedings of the Visualization and Processing of Higher Order Descriptors for Multi-Valued Data, 2015

2013

An Irregularly Portioned FDF Simulator.

Patrick H. Pisciuneri, Server L. Yilmaz, P. A. Strakey, Peyman Givi

SIAM J. Sci. Comput., 2013

2011

An Irregularly Portioned Lagrangian Monte Carlo Method for Turbulent Flow Simulation.

Server L. Yilmaz, Mehdi B. Nik, Mohammad Reza H. Sheikhi, P. A. Strakey, Peyman Givi

J. Sci. Comput., 2011

Filtered density function simulator on unstructured meshes.

Naseem Ansari, G. M. Goldin, Mohammad Reza H. Sheikhi, Peyman Givi

J. Comput. Phys., 2011

Modern, scalable, reliable modeling of turbulent combustion.

Server Levent Yilmaz, Patrick H. Pisciuneri, Mehdi B. Nik, Peyman Givi

Proceedings of the 2011 TeraGrid Conference - Extreme Digital Discovery, 2011