Babaee, Hessam
- Learning stiff chemical kinetics using extended deep neural operators
2023/02/23 by Somdatta Goswami, Goswami, Somdatta, Ameya D. Jagtap +7 · 9 citations
Engineering · Mathematics · Physics and Astronomy · #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Gas Dynamics and Kinetic Theory #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Phase Equilibria and Thermodynamics
- Cross Interpolation for Solving High-Dimensional Dynamical Systems on Low-Rank Tucker and Tensor Train Manifolds
2024/03/19 by Behzad Ghahremani, Hessam Babaee, Ghahremani, Behzad +1 · 10 citations
Mathematics · Engineering · #Tensor decomposition and applications #Aerodynamics and Fluid Dynamics Research #Fluid Dynamics and Vibration Analysis
- A DEIM Tucker Tensor Cross Algorithm and its Application to Dynamical Low-Rank Approximation
2024/01/08 by Behzad Ghahremani, Hessam Babaee, Ghahremani, Behzad +1 · 4 citations
Mathematics · Computer Science · #Tensor decomposition and applications #Computational Physics and Python Applications
- Computing Sensitivities in Evolutionary Systems: A Real-Time Reduced Order Modeling Strategy
2020/12/27 by Michael Donello, Donello, Michael, Mark G. Carpenter +3 · 2 citations
Physics and Astronomy · #FOS: Mathematics #Model Reduction and Neural Networks #Optimization and Control (math.OC)
- Deep Learning of Turbulent Scalar Mixing
2018/11/17 by Raissi, Maziar, Babaee, Hessam, Givi, Peyman · 1 citation
#Computational Engineering #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #and Science (cs.CE)
- Time-Dependent Low-Rank Input-Output Operator for Forced Linearized Dynamics with Unsteady Base Flows
2023/11/10 by Alireza Amiri-Margavi, Amiri-Margavi, Alireza, Hessam Babaee +1 · 1 citation
Engineering · Physics and Astronomy · #Chaotic Dynamics (nlin.CD) #Dynamical Systems (math.DS) #FOS: Electrical engineering #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Model Reduction and Neural Networks #Structural Health Monitoring Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
- Scalable In Situ Compression of Transient Simulation Data Using Time-Dependent Bases
2022/01/10 by Shaghayegh Zamani Ashtiani, Ashtiani, Shaghayegh Zamani, Mujeeb R. Malik +3 · 1 citation
Computer Science · Engineering · Mathematics · #Computational Engineering #Computational Physics (physics.comp-ph) #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Lattice Boltzmann Simulation Studies #Tensor decomposition and applications #and Science (cs.CE)
- CUR for Implicit Time Integration of Random Partial Differential Equations on Low-Rank Matrix Manifolds
2024/08/29 by Mohammad Hossein Naderi, S. Akhavan, Naderi, Mohammad Hossein +3 · 1 citation
Computer Science · Physics and Astronomy · #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Target Tracking and Data Fusion in Sensor Networks
- Optimally time-dependent modes of vortex gust-airfoil interactions
2025/01/03 by Yonghong Zhong, Alireza Amiri-Margavi, Zhong, Yonghong +5 · 2 citations
Engineering · #Fluid Dynamics and Turbulent Flows #Fluid Dynamics and Vibration Analysis #Plasma and Flow Control in Aerodynamics