How can DMD be used for analyzing climate variability and extreme weather events?

Abstract. Originally introduced in the fluid mechanics community, dynamic mode decomposition (DMD) has emerged as a powerful tool for analyzing the dynamics of ... Oct 26, 2023 ... Dynamic mode decomposition (DMD) is an equation-free method originally developed in the field of fluid dynamics to investigate coherent ... ... dynamics in extended wind farms. In order to better understand these flow dynamics, we use dynamic mode decomposition (DMD) to analyze and reconstruct the ... Jul 19, 2023 ... Time-extrapolation techniques based on reduced-order models (ROMs), such as dynamic mode decomposition (DMD) can be used not only to reduce the ... Aug 20, 2019 ... Dynamic Mode Decomposition [DMD] - Wrapper ... Wrapper function to perform DMD in N-Dimensional data sets. Reshapes data back and forth to ... Feb 8, 2025 ... Huang, Qiuxiang, Kou, Jiaqing, Tian, Fang Bao, Young, John, Lai, Joseph C.S., & Ravi, Sridhar (2023) Dynamic mode decomposition for unsteady ... The presence of cyclic expansions and contractions in the economy has been known for over a century. The work reported here searches for similar cyclic ... May 30, 2024 ... Dive into the research topics of 'Camera-Based Dynamic Vibration Analysis Using Transformer-Based Model CoTracker and Dynamic Mode Decomposition ... In this paper, we will propose an extension of DMD that exploits low-rank tensor decompositions of potentially high-dimensional data sets. Nov 13, 2019 ... Semantic Scholar extracted view of "Dynamic mode decomposition based analysis of flow over a sinusoidally pitching airfoil" by Karthik Menon ...