Skip to main content
OSTI.GOVU.S. Department of Energy Office of Scientific and Technical Information
U.S. Department of Energy
Office of Scientific and Technical Information
 

Data-Driven Mori-Zwanzig: Reduced Order Modeling of Sparse Sensor Measurements for Boundary Layer Transition

Conference ·
DOI:https://doi.org/10.2514/6.2023-4256· OSTI ID:1990083
 [1];  [1];  [1];  [1];  [2];  [2];  [2];  [1]
  1. Los Alamos National Laboratory
  2. The University of Arizona
+ Show Author Affiliations

Research Organization:
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
Sponsoring Organization:
USDOE Laboratory Directed Research and Development (LDRD) Program
DOE Contract Number:
89233218CNA000001
OSTI ID:
1990083
Report Number(s):
LA-UR-23-27814
Resource Relation:
Conference: AIAA Aviation and Aeronautics Forum and Exposition ; 2023-06-12 - 2023-06-16 ;
Country of Publication:
United States
Language:
English

References (15)

Direct numerical simulations of hypersonic boundary-layer transition for a flared cone: fundamental breakdown April 2019
Numerical Investigation of Nonlinear Boundary-Layer Transition for Cones at Mach 6 June 2021
Transport, Collective Motion, and Brownian Motion March 1965
Nonlinear generalized Langevin equations November 1973
Data-Driven Learning for the Mori--Zwanzig Formalism: A Generalization of the Koopman Learning Framework January 2021
Physics-informed machine learning of the Lagrangian dynamics of velocity gradient tensor September 2021
Data-driven learning of Mori–Zwanzig operators for isotropic turbulence December 2021
Towards simulating natural transition in hypersonic boundary layers via random inflow disturbances May 2018
Time-Delay Observables for Koopman: Theory and Applications January 2020
Long Short-Term Memory November 1997
Direct Numerical Simulations (DNS) of Natural Transition in High-Speed Boundary Layers Using a Broadband Random Forcing Approach July 2021
LII. The viscosity of gases and molecular force December 1893
From Streaks to Spots and on to Turbulence: Exploring the Dynamics of Boundary Layer Transition September 2013
A public turbulence database cluster and applications to study Lagrangian evolution of velocity increments in turbulence January 2008
Data exploration of turbulence simulations using a database cluster January 2007

Similar Records

Related Subjects

Reduced Models
Data-Driven
Mori-Zwanzig
Hypersonic Boundary Layer Transition