Peyman Givi

21 papers A 1B 1Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
PEST: Physics-Enhanced Swin Transformer for 3D Turbulence Simulation.
CoRR
Yilong Dai, Shengyu Chen, Xiaowei Jia, Peyman Givi, Runlong Yu
2026 — conf
Physics-enhanced Neural Operator: An Application in Simulating Turbulent Transport.
KDD (1)
Shengyu Chen, Peyman Givi, Can Zheng, Xiaowei Jia
2025 J jnl
Provably Efficient Quantum Algorithms for Solving Nonlinear Differential Equations Using Multiple Bosonic Modes Coupled with Qubits.
CoRR
Yu Gan, Hirad Alipanah, Jinglei Cheng, Zeguan Wu, Guangyi Li, Juan José Mendoza-Arenas, Peyman Givi, Mujeeb R. Malik, Brian J. McDermott, Junyu Liu
2025 J jnl
Quantum Dynamics Simulation of the Advection-Diffusion Equation.
CoRR
Hirad Alipanah, Feng Zhang, Yongxin Yao, Richard Thompson, Nam Nguyen, Junyu Liu, Peyman Givi, Brian J. McDermott, Juan José Mendoza-Arenas
2025 J jnl
Reduced order modeling of turbulent reacting flows on low-rank matrix manifolds.
J. Comput. Phys.
Aidyn Aitzhan, Arash G. Nouri, Peyman Givi, Hessam Babaee
2025 J jnl
Skeletal Reaction Models for Gasoline Surrogate Combustion.
CoRR
Yinmin Liu, Hessam Babaee, Peyman Givi, Daniel Livescu, Arash G. Nouri
2024 J jnl
Modeling Continuous Spatial-temporal Dynamics of Turbulent Flow with Test-time Refinement.
CoRR
Shengyu Chen, Peyman Givi, Can Zheng, Xiaowei Jia
2024 J jnl
Physics-enhanced Neural Operator for Simulating Turbulent Transport.
CoRR
Shengyu Chen, Peyman Givi, Can Zheng, Xiaowei Jia
2024 J jnl
Reconstructing Turbulent Flows Using Spatio-temporal Physical Dynamics.
ACM Trans. Intell. Syst. Technol.
Shengyu Chen, Tianshu Bao, Peyman Givi, Can Zheng, Xiaowei Jia
2023 J jnl
Reconstructing Turbulent Flows Using Physics-Aware Spatio-Temporal Dynamics and Test-Time Refinement.
CoRR
Shengyu Chen, Tianshu Bao, Peyman Givi, Can Zheng, Xiaowei Jia
2022 J jnl
A quantum-inspired approach to exploit turbulence structures.
Nat. Comput. Sci.
Nikita Gourianov, Michael Lubasch, Sergey Dolgov, Quincy Y. van den Berg, Hessam Babaee, Peyman Givi, Martin Kiffner, Dieter Jaksch
2022 A conf
Physics guided neural networks for spatio-temporal super-resolution of turbulent flows.
UAI
Tianshu Bao, Shengyu Chen, Taylor T. Johnson, Peyman Givi, Shervin Sammak, Xiaowei Jia
2021 — conf
Reconstructing High-resolution Turbulent Flows Using Physics-Guided Neural Networks.
IEEE BigData
Shengyu Chen, Shervin Sammak, Peyman Givi, Joseph P. Yurko, Xiaowei Jia
2021 J jnl
Reconstructing High-resolution Turbulent Flows Using Physics-Guided Neural Networks.
CoRR
Shengyu Chen, Shervin Sammak, Peyman Givi, Joseph P. Yurko, Xiaowei Jia
2018 J jnl
Deep Learning of Turbulent Scalar Mixing.
CoRR
Maziar Raissi, Hessam Babaee, Peyman Givi
2016 B conf
PARAGON: Parallel Architecture-Aware Graph Partition Refinement Algorithm.
EDBT
Angen Zheng, Alexandros Labrinidis, Patrick H. Pisciuneri, Panos K. Chrysanthis, Peyman Givi
2015 — ch.
A Clustering Method for Identifying Regions of Interest in Turbulent Combustion Tensor Fields.
Visualization and Processing of Higher Order Descriptors for Multi-Valued Data
Adrian Maries, Timothy Luciani, Patrick H. Pisciuneri, Mehdi B. Nik, Server Levent Yilmaz, Peyman Givi, G. Elisabeta Marai
2013 J jnl
An Irregularly Portioned FDF Simulator.
SIAM J. Sci. Comput.
Patrick H. Pisciuneri, Server L. Yilmaz, P. A. Strakey, Peyman Givi
2011 J jnl
An Irregularly Portioned Lagrangian Monte Carlo Method for Turbulent Flow Simulation.
J. Sci. Comput.
Server L. Yilmaz, Mehdi B. Nik, Mohammad Reza H. Sheikhi, P. A. Strakey, Peyman Givi
2011 J jnl
Filtered density function simulator on unstructured meshes.
J. Comput. Phys.
Naseem Ansari, G. M. Goldin, Mohammad Reza H. Sheikhi, Peyman Givi
2011 — conf
Modern, scalable, reliable modeling of turbulent combustion.
TG
Server Levent Yilmaz, Patrick H. Pisciuneri, Mehdi B. Nik, Peyman Givi