San, Omer
- Digital Twin: Values, Challenges and Enablers
2019/10/03 by Adil Rasheed, Rasheed, Adil, Omer San +3 · 9 citations
Computer Science · Engineering · #Digital Transformation in Industry #Engineering Education and Technology #FOS: Electrical engineering #Signal Processing (eess.SP) #Technology Assessment and Management #electronic engineering #information engineering
- Physics guided neural networks for modelling of non-linear dynamics
2022/05/13 by Haakon Robinson, Robinson, Haakon, Suraj Pawar +5 · 5 citations
Computer Science · Physics and Astronomy · #Chaotic Dynamics (nlin.CD) #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
- SuperBench: A Super-Resolution Benchmark Dataset for Scientific Machine Learning
2023/06/24 by Pu Ren, N. Benjamin Erichson, Ren, Pu +10 · 4 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Image and Signal Denoising Methods
- Data-driven deconvolution for large eddy simulations of Kraichnan turbulence
2018/12/05 by Maulik, Romit, San, Omer, Rasheed, Adil +1 · 2 citations
#Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
- Bridging Large Eddy Simulation and Reduced Order Modeling of Convection-Dominated Flows through Spatial Filtering: Review and Perspectives
2024/06/28 by Quaini, Annalisa, San, Omer, Veneziani, Alessandro +1 · 3 citations
#FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Numerical Analysis (math.NA)
- Generalized deconvolution procedure for structural modeling of turbulence
2017/07/28 by San, Omer, Vedula, Prakash · 1 citation
#FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Numerical Analysis (math.NA)
- COLREG-Compliant Collision Avoidance for Unmanned Surface Vehicle using Deep Reinforcement Learning
2020/06/16 by Eivind Meyer, Meyer, Eivind, Amalie Heiberg +5 · 2 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Maritime Navigation and Safety #Robotic Path Planning Algorithms #Robotics (cs.RO) #Underwater Vehicles and Communication Systems
- An Energy-Based Lengthscale for Reduced Order Models of Turbulent Flows
2022/11/08 by Changhong Mou, Mou, Changhong, Elia Merzari +5 · 2 citations
Engineering · Mathematics · Physics and Astronomy · #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Vibration Analysis #Fractional Differential Equations Solutions #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
- Forward sensitivity analysis of the FitzHugh-Nagumo system: Parameter estimation
2021/02/05 by Shady E. Ahmed, Omer San, Ahmed, Shady E. +3 · 1 citation
Neuroscience · Physics and Astronomy · Computer Science · #Neural dynamics and brain function #stochastic dynamics and bifurcation #Nonlinear Dynamics and Pattern Formation
- Multi-fidelity information fusion with concatenated neural networks
2021/10/08 by Pawar, Suraj, San, Omer, Vedula, Prakash +2 · 1 citation
#Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
- Physics Guided Machine Learning for Variational Multiscale Reduced Order Modeling
2022/05/25 by Shady E. Ahmed, Omer San, Ahmed, Shady E. +7 · 1 citation
Engineering · Physics and Astronomy · #Electromagnetic Simulation and Numerical Methods #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Pattern Formation and Solitons (nlin.PS)
- Combining physics-based and data-driven techniques for reliable hybrid analysis and modeling using the corrective source term approach
2022/06/07 by Sindre Stenen Blakseth, Adil Rasheed, Blakseth, Sindre Stenen +5 · 2 citations
Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Heat Transfer and Optimization #Nuclear reactor physics and engineering
- Hybrid analysis and modeling, eclecticism, and multifidelity computing toward digital twin revolution
2021/03/26 by Omer San, San, Omer, Adil Rasheed +3 · 1 citation
Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Electromagnetic Simulation and Numerical Methods #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Systems and Control (eess.SY) #electronic engineering #information engineering
- Hybrid Modeling, Sim-to-Real Reinforcement Learning, and Large Language Model Driven Control for Digital Twins
2025/10/27 by Rasheed, Adil, Ravik, Oscar, San, Omer · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Large Language Models for Control
2025/11/01 by Adil Rasheed, Rasheed, Adil, Oscar Ravik +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Electrical engineering #Multimodal Machine Learning Applications #Systems and Control (eess.SY) #Topic Modeling #electronic engineering #information engineering