Sandu, Adrian

1. Efficient methods for computing observation impact in 4D-Var data\n assimilation
   2013/05/24 by Alexandru Cioaca, Adrian Sandu, Cioaca, Alexandru +3 · 2 citations
   Earth and Planetary Sciences · Environmental Science · #Climate variability and models #Computational Engineering #FOS: Computer and information sciences #FOS: Mathematics #Finance #Meteorological Phenomena and Simulations #Numerical Analysis (math.NA) #Oceanographic and Atmospheric Processes #and Science (cs.CE)
2. A fast time-stepping strategy for dynamical systems equipped with a surrogate model
   2020/11/07 by Steven A. Roberts, Andrey A. Popov, Roberts, Steven +5 · 2 citations
   Engineering · Mathematics · Physics and Astronomy · #65F99 #65L05 #Advanced Numerical Methods in Computational Mathematics #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations
3. A Parallel Implementation of the Ensemble Kalman Filter Based on Modified Cholesky Decomposition
   2016/05/31 by Nino, Elias D., Sandu, Adrian, Deng, Xinwei · 1 citation
   #62L20 #62M05 #62M20 #62P35 #FOS: Mathematics #Numerical Analysis (math.NA)
4. An Ensemble Kalman Filter Implementation Based on Modified Cholesky Decomposition for Inverse Covariance Matrix Estimation
   2016/05/28 by Nino, Elias D., Sandu, Adrian, Deng, Xinwei · 1 citation
   #FOS: Mathematics #Statistics Theory (math.ST)
5. A Multifidelity Ensemble Kalman Filter with Reduced Order Control\n Variates
   2020/07/01 by Andrey A. Popov, Popov, Andrey A, Changhong Mou +5 · 1 citation
   Computer Science · Earth and Planetary Sciences · #62F15 #FOS: Mathematics #Meteorological Phenomena and Simulations #Numerical Analysis (math.NA) #Oceanographic and Atmospheric Processes #Optimization and Control (math.OC) #Target Tracking and Data Fusion in Sensor Networks
6. Physics-informed neural networks for PDE-constrained optimization and control
   2022/05/06 by Jostein Barry-Straume, Barry-Straume, Jostein, Arash Sarshar +5 · 1 voice · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Advanced Thermodynamics and Statistical Mechanics #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #G.1.8 #I.2.6 #I.2.8 #I.5.1 #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Optimization and Control (math.OC) #cs.LG #math.OC
7. Adversarial Training Using Feedback Loops
   2023/08/23 by Ali Haisam Muhammad Rafid, Adrian Sandu, Rafid, Ali Haisam Muhammad +1 · 1 citation
   Computer Science · Engineering · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Model Reduction and Neural Networks