Bravo, Luis
- Deep neural operators can serve as accurate surrogates for shape optimization: A case study for airfoils
2023/02/02 by Khemraj Shukla, Vivek Oommen, Shukla, Khemraj +13 · 2 citations
Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Fluid Dynamics and Turbulent Flows #Heat Transfer Mechanisms
- Characterization of partial wetting by CMAS droplets using multiphase many-body dissipative particle dynamics and data-driven discovery based on PINNs
2023/07/18 by Elham Kiyani, Kiyani, Elham, Mahdi Kooshkbaghi +15 · 1 citation
Engineering · Materials Science · #Block Copolymer Self-Assembly #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Material Dynamics and Properties
- Deep operator learning-based surrogate models for aerothermodynamic analysis of AEDC hypersonic waverider
2024/05/21 by Khemraj Shukla, Jasmine Ratchford, Shukla, Khemraj +11 · 1 citation
Engineering · #Combustion and flame dynamics #Computational Fluid Dynamics and Aerodynamics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Plasma and Flow Control in Aerodynamics