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11:20 - 12:40
Parallel sessions 5
 
11:20 - 12:40
Data-based combustion modeling (II),
Room: Alighieri
Room: {session_room}
Chair/s:
Antonio Attili
11:20 - 11:40
Oral presentation-01
Modeling the filtered progress variable source term in lean hydrogen flames using conditional generative adversarial networks
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Ludovico Nista
{x_abstract}
11:40 - 12:00
Oral presentation-02
RF-PINNs for field reconstruction of laminar and turbulent flames to accelerate high-fidelity numerical simulations
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Abdulla Ghani
{x_abstract}
12:00 - 12:20
Oral presentation-03
Enhancing Reactive Volume Fraction Predictions in Turbulent Combustion Using Kolmogorov-Arnold Networks
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Tamara Osseily
{x_abstract}
12:20 - 12:40
Oral presentation-04
PiMAPNet: A physics-informed multiscale-partitioning network for pre-dicting dynamic behavior of reacting flows with application to hydrogen flames
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Guillaume Vignat
{x_abstract}