Alec M. Dunton

1. Pass-efficient methods for compression of high-dimensional turbulent flow data
   2020/07/09 by Alec M. Dunton, Lluís Jofre, Gianluca Iaccarino +1 · 3 citations
   Computer Science · #Advanced Data Compression Techniques #Computer Graphics and Visualization Techniques #Advanced Image Processing Techniques
2. Scalable Gaussian Process Hyperparameter Optimization via Coverage Regularization
   2022/09/22 by Killian Wood, Alec M. Dunton, Wood, Killian +5 · 1 citation
   Computer Science · #60G15 #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #G.3 #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Numerical Analysis (math.NA)
3. Pass-efficient methods for compression of high-dimensional turbulent flow data
   2017/01/01 by Alec M. Dunton, Lluís Jofre, Dunton, Alec M. +5 · 1 citation
   Mathematics · Computer Science · Physics and Astronomy · #Tensor decomposition and applications #Computational Physics and Python Applications #Model Reduction and Neural Networks
4. 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
5. Deterministic matrix sketches for low-rank compression of high-dimensional simulation data
   2021/05/04 by Alec M. Dunton, Alireza Doostan, Dunton, Alec Michael +1 · 1 citation
   Computer Science · Engineering · Physics and Astronomy · #65F30 #Electromagnetic Scattering and Analysis #FOS: Mathematics #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques