Thursday, March 17, 2022
8:00AM - 8:36AM
|
|
S49.00001: Parallel Physics-Informed Neural Networks
Invited Speaker:
George E Karniadakis
|
Thursday, March 17, 2022
8:36AM - 8:48AM
|
|
S49.00002: Machine Learning to Discover Interpretable Models in Fluids and Plasmas
Alan Kaptanoglu, Jared Callaham, Christopher J Hansen, Steven L Brunton
|
Thursday, March 17, 2022
8:48AM - 9:00AM
|
|
S49.00003: Adjoint-based optimization of large-scale reacting turbulent flow simulations
Ali Kord, JESSE S CAPECELATRO
|
Thursday, March 17, 2022
9:00AM - 9:12AM
|
|
S49.00004: Machine-Learning-Enabled Prediction of Spatiotemporal Boundary Conditions in Multiphase Flow Simulations
Gina M Magnotti, Sudeepta Mondal, Roberto Torelli, Bethany A Lusch
|
Thursday, March 17, 2022
9:12AM - 9:24AM
|
|
S49.00005: Predicting Boundary-Layer Transition (BLT) using Artificial Intelligence (AI) Causality Inference
Arturo Rodriguez, Andres Enriquez, Jose Terrazas, Daniel Villanueva, Brandon Paez, Nicholas Dudu, Rafael Baez, Christopher Harris, Vinod Kumar
|
Thursday, March 17, 2022
9:24AM - 9:36AM
|
|
S49.00006: Physics-informed Machine Learning for Reduced-order Modeling of Lagrangian Turbulence
Yifeng Tian, Michael Woodward, Mikhail Stepanov, Chris Fryer, Criston M Hyett, Michael Chertkov, Daniel Livescu
|
Thursday, March 17, 2022
9:36AM - 9:48AM
|
|
S49.00007: Sparse identification of multiphase turbulence closures for strongly-coupled gas-particle flows
Sarah Beetham, Rodney O Fox, JESSE S CAPECELATRO
|
Thursday, March 17, 2022
9:48AM - 10:00AM
|
|
S49.00008: Computational Investigation of the Effects of Chemistry on Mars Retropropulsion Environments
eric j nielsen, gabriel c nastac, aaron c walden, ashley m korzun, chris stone, patrick j moran
|
Thursday, March 17, 2022
10:00AM - 10:12AM
|
|
S49.00009: A Discrete Ion Stochastic Continuum Overdamped Solvent Algorithm for Modeling Electrolytes
Daniel R Ladiges, J. Galen Wang, Ishan Srivastava, Sean P Carney, Andrew J Nonaka, Katherine Klymko, Guy C Moore, Alejandro L Garcia, Sachin R Natesh, Aleksandar Donev, John B Bell
|
Thursday, March 17, 2022
10:12AM - 10:24AM
Withdrawn
|
|
S49.00010: Coupling melt-pool fluid dynamics to microstructure development to process-aware material model in the Exascale Additive Manufacturing project
James F Belak, John Coleman, Robert Carson, Matthew Rolchigo, Samuel T Reeve
|
Thursday, March 17, 2022
10:24AM - 10:36AM
|
|
S49.00011: A Quantum Inspired Approach to Exploit Turbulence Structures
Peyman Givi, Nikita Gourianov, Martin Kiffner, Michael Lubasch, Hessam Babaee, Sergey Dolgov, Quincy van den Berg, Dieter Jaksch
|
Thursday, March 17, 2022
10:36AM - 10:48AM
|
|
S49.00012: High-Fidelity Numerical Simulations of Fire Using Adaptive Mesh Refinement
Peter Hamlington, Caelan B Lapointe, Michael Meehan, Sam Simons-Wellin, Nicholas T Wimer, Jeffrey F Glusman
|
Thursday, March 17, 2022
10:48AM - 11:00AM
|
|
S49.00013: Stability of a phase boundary with heat and mass fluxes
Snezhana I Abarzhi, D.V. Ilyin
|
