Gianluca Iaccarino
- Turbulence Modeling in the Age of Data
2018/09/19 by Karthik Duraisamy, Gianluca Iaccarino, Heng Xiao · 77 citations
Physics and Astronomy · Decision Sciences · Engineering · #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design #Fluid Dynamics and Turbulent Flows
- Simultaneous Identification and Denoising of Dynamical Systems
2022/03/25 by Jeffrey M. Hokanson, Hokanson, Jeffrey M., Gianluca Iaccarino +3 · 4 citations
Engineering · Physics and Astronomy · #Control Systems and Identification #Model Reduction and Neural Networks #Fault Detection and Control Systems
- Compositional Generative Inverse Design
2024/01/24 by Tailin Wu, Wu, Tailin, Takashi Maruyama +11 · 4 citations
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #Finance #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks #and Science (cs.CE)
- Bi-fidelity approximation for uncertainty quantification and sensitivity analysis of irradiated particle-laden turbulence
2018/08/17 by Hillary Fairbanks, Lluís Jofre, Fairbanks, Hillary R. +7 · 2 citations
Computer Science · Decision Sciences · Engineering · #Advanced Multi-Objective Optimization Algorithms #Computational Physics (physics.comp-ph) #FOS: Mathematics #FOS: Physical sciences #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design #Water resources management and optimization
- Pass-efficient methods for compression of high-dimensional turbulent flow data
2020/07/09 by Alec M. Dunton, Lluís Jofre, Gianluca Iaccarino +1 · 2 citations
Computer Science · #Advanced Data Compression Techniques #Computer Graphics and Visualization Techniques #Advanced Image Processing Techniques
- An uncertainty estimation module for turbulence model predictions in SU2
2018/03/02 by Aashwin Mishra, Mishra, Aashwin Ananda, Jayant Mukhopadhaya +5 · 1 citation
Computer Science · Decision Sciences · Engineering · #Advanced Multi-Objective Optimization Algorithms #Computational Fluid Dynamics and Aerodynamics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Probabilistic and Robust Engineering Design
- Cutting the Double Loop: Theory and Algorithms for Reliability-Based Design Optimization with Statistical Uncertainty
2018/05/31 by Zachary del Rosario, Richard W. Fenrich, del Rosario, Zachary +3 · 1 citation
Computer Science · Decision Sciences · Mathematics · #62P30 #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Methodology (stat.ME) #Probabilistic and Robust Engineering Design #Statistical Distribution Estimation and Applications
- Pass-efficient methods for compression of high-dimensional turbulent flow data
2017/01/01 by Alec M. Dunton, Dunton, Alec M., Lluís Jofre +5 · 1 citation
Mathematics · Computer Science · Physics and Astronomy · #Tensor decomposition and applications #Computational Physics and Python Applications #Model Reduction and Neural Networks
- Task-parallel in-situ temporal compression of large-scale computational fluid dynamics data
2021/03/02 by Heather Pacella, Alec M. Dunton, Pacella, Heather +5 · 1 citation
Computer Science · #Parallel Computing and Optimization Techniques #Numerical Methods and Algorithms #Advanced Data Storage Technologies