Modern, scalable, reliable modeling of turbulent combustion. - Server Levent Yilmaz; Patrick H. Pisciuneri; Mehdi B. Nik; Peyman Givi (TG, 2011)

Filtered density function simulator on unstructured meshes. - Naseem Ansari; G. M. Goldin; Mohammad Reza H. Sheikhi; Peyman Givi (J. Comput. Phys., 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)

An Irregularly Portioned FDF Simulator. - Patrick H. Pisciuneri; Server L. Yilmaz; P. A. Strakey; Peyman Givi (SIAM J. Sci. Comput., 2013)

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 (Visualization and Processing of Higher Order Descriptors for Multi-Valued Data, 2015)

PARAGON: Parallel Architecture-Aware Graph Partition Refinement Algorithm. - Angen Zheng; Alexandros Labrinidis; Patrick H. Pisciuneri; Panos K. Chrysanthis; Peyman Givi (EDBT, 2016)

Deep Learning of Turbulent Scalar Mixing. - Maziar Raissi; Hessam Babaee; Peyman Givi (CoRR, 2018)

Reconstructing High-resolution Turbulent Flows Using Physics-Guided Neural Networks. - Shengyu Chen; Shervin Sammak; Peyman Givi; Joseph P. Yurko; Xiaowei Jia (IEEE BigData, 2021)

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 (UAI, 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)

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)

Physics-enhanced Neural Operator for Simulating Turbulent Transport. - Shengyu Chen; Peyman Givi; Can Zheng; Xiaowei Jia (CoRR, 2024)

Modeling Continuous Spatial-temporal Dynamics of Turbulent Flow with Test-time Refinement. - Shengyu Chen; Peyman Givi; Can Zheng; Xiaowei Jia (CoRR, 2024)

Reconstructing Turbulent Flows Using Spatio-temporal Physical Dynamics. - Shengyu Chen; Tianshu Bao; Peyman Givi; Can Zheng; Xiaowei Jia (ACM Trans. Intell. Syst. Technol., 2024)

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)

Quantum Dynamics Simulation of the Advection-Diffusion Equation. - Hirad Alipanah; Feng Zhang; Yongxin Yao; Richard Thompson; Nam Nguyen; Junyu Liu; Peyman Givi; Brian J. McDermott; Juan José Mendoza-Arenas (CoRR, 2025)

Skeletal Reaction Models for Gasoline Surrogate Combustion. - Yinmin Liu; Hessam Babaee; Peyman Givi; Daniel Livescu; Arash G. Nouri (CoRR, 2025)