All Stories

  1. PyOED: An Extensible Suite for Data Assimilation and Model-Constrained Optimal Design of Experiments
  2. A multifidelity deep operator network approach to closure for multiscale systems
  3. Physics Guided Machine Learning for Variational Multiscale Reduced Order Modeling
  4. Dynamic mode decomposition with core sketch
  5. Nonlinear proper orthogonal decomposition for convection-dominated flows
  6. On closures for reduced order models—A spectrum of first-principle to machine-learned avenues
  7. Multifidelity computing for coupling full and reduced order models
  8. Nonlinear Filtering for Simultaneous State Correction and Eddy Viscosity Estimation in Computational Fluid Dynamics
  9. PyDA: A Hands-On Introduction to Dynamical Data Assimilation with Python
  10. Interface learning of multiphysics and multiscale systems
  11. Forward sensitivity approach for estimating eddy viscosity closures in nonlinear model reduction
  12. Interface learning in fluid dynamics: Statistical inference of closures within micro–macro-coupling models
  13. A long short-term memory embedding for hybrid uplifted reduced order models
  14. Long short-term memory embedded nudging schemes for nonlinear data assimilation of geophysical flows
  15. Reduced order modeling of fluid flows: Machine learning, Kolmogorov barrier, closure modeling, and partitioning (Invited)
  16. An Evolve-Then-Correct Reduced Order Model for Hidden Fluid Dynamics
  17. Data-driven recovery of hidden physics in reduced order modeling of fluid flows
  18. Breaking the Kolmogorov Barrier in Model Reduction of Fluid Flows
  19. Numerical Analysis of Magnetohydrodynamic Flows
  20. Sampling and resolution characteristics in reduced order models of shallow water equations: intrusive vs non‐intrusive
  21. Memory embedded non-intrusive reduced order modeling of non-ergodic flows
  22. A dynamic closure modeling framework for model order reduction of geophysical flows
  23. Dynamic model of calcium looping carbonator using alternating bubbling beds with gas switching