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IS13 - II -
Machine learning and uncertainty quantification for coupled multi-physics, multi-scale and multi-fidelity modelling
Main Organizer:
Dr.
Irina Tezaur
(
Sandia National Laboratories
, United States
)
Tue, 06/06/2023
08:30 - 10:30
Imperial - Hall IV
IS13 - II -
Chaired by:
Dr.
I.
Irina
Tezaur
(
Sandia National Laboratories
, United States
)
Scheduled presentations:
Graph neural network predictions of energetic and mechanical properties of solid solution alloys
*
M. Lupo Pasini
(Oak Ridge National Laboratory)
,
*
G. Jung
(Oak Ridge National Laboratory)
,
S. Irle
(Oak Ridge National Laboratory)
A Zonal Machine Learning Approach for Predicting Reynolds Stress in Turbulent Flows
*
A. Man
(The University of Manchester)
,
A. Keshmiri
(The University of Manchester)
,
H. Yin
(The University of Manchester)
,
Y. Mahmoudi
(The University of Manchester)
Expressive Surrogate Models via Functional Tensor Networks
*
C. Safta
(Sandia National Laboratories)
,
A. Gorodetsky
(University of Michigan)
,
J. Jakeman
(Sandia National Laboratories)
Component-based model order reduction procedure for large scales Thermo-Hydro-Mechanical systems
A. Iollo
(IMB, UMR 5251, Université de Bordeaux)
,
*
G. Sambataro
(CERMICS (ENPC))
,
T. Taddei
(IMB, UMR 5251, Université de Bordeaux)
Effect of Geometrical and Flow Parameters on the Heat Transfer of Impinging Jet on the Concave Surface
*
S. Salavatidezfouli
(SISSA)
,
S. Rakhsha
(Semnan University)
,
R. Halder
(SISSA)
,
G. Stabile
(University of Urbino Carlo Bo,)
,
G. Rozza
(SISSA)
Layered Model of Fluid-Structure Interaction in Dry Wire Drawing with Coupled Axial Velocity
*
M. Vervaecke
(University Ghent, Faculty of Engineering)
,
D. Fauconnier
(University Ghent, Faculty of Engineering)
,
J. Degroote
(University Ghent, Faculty of Engineering and)
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Transportation - shuttle service
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Download Poster