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Proceedings Papers

Physics-Informed Long-Short Term Memory Neural Network Performance on Holloman High-Speed Test Track Sled Study

José Pérez, Rafael Baez, Jose Terrazas, Arturo Rodríguez, Daniel Villanueva, Olac Fuentes, Vinod Kumar, Brandon Paez, Abdiel Cruz
Proc. ASME. FEDSM2022, Volume 2: Multiphase Flow (MFTC); Computational Fluid Dynamics (CFDTC); Micro and Nano Fluid Dynamics (MNFDTC), V002T05A014, August 3–5, 2022
Paper No: FEDSM2022-86953
DOI: https://doi.org/10.1115/FEDSM2022-86953
...-informed networks that leverage sequential information may have at speeding up computational fluid dynamics simulations and serves as a first step towards adapting PINNs for more advanced network architectures. PINNs LSTM HHSTT Proceedings of the ASME 2022 Fluids Engineering Division Summer...
View Paper titled, Physics-Informed Long-Short Term Memory Neural Network Performance on Holloman High-Speed Test Track Sled Study
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Topics: Artificial neural networks, Physics, Simulation, Braking, Fluid dynamics, Architecture, Computational fluid dynamics, Errors, Fluids, Geometry
Proceedings Papers

Three-Dimensional Two-Phase Flow Simulations of Water Braking Phenomena for High-Speed Test Track Sled

Jose Terrazas, Arturo Rodriguez, Vinod Kumar, Richard Adansi, V. M. Krushnarao Kotteda
Proc. ASME. FEDSM2021, Volume 1: Aerospace Engineering Division Joint Track; Computational Fluid Dynamics, V001T02A009, August 10–12, 2021
Paper No: FEDSM2021-65799
DOI: https://doi.org/10.1115/FEDSM2021-65799
... Abstract Specializing in high-speed testing, Holloman High-Speed Test Track (HHSTT) uses a process called ‘water braking’ as a method to bring vehicles at the test track to a stop. This method takes advantage of the higher density of water, compared to air, to increase braking capability...
View Paper titled, Three-Dimensional Two-Phase Flow Simulations of Water Braking Phenomena for High-Speed Test Track Sled
Click here to open pdf in another window PDF for Three-Dimensional Two-Phase Flow Simulations of Water Braking Phenomena for High-Speed Test Track Sled
Topics: Braking, Computational fluid dynamics, Engineering simulation, Multiphase flow, Simulation, Two-phase flow, Water, Brakes, Inflow, Vehicles
Proceedings Papers

The CFD Modeling of the Water Braking Phenomena for the Holloman High-Speed Test Track

Jose Terrazas, V. M. Krushnarao Kotteda, Vinod Kumar, Robert Edmonds, Michelle Zeisset
Proc. ASME. AJKFluids2019, Volume 1: Fluid Mechanics, V001T01A053, July 28–August 1, 2019
Paper No: AJKFluids2019-5506
DOI: https://doi.org/10.1115/AJKFluids2019-5506
... Abstract At the Holloman High-Speed Test Track (HHSTT), momentum exchange with water is used to decelerate sleds from very high speeds (> Mach 1). This process, at the HHSTT, is called ‘water braking’. Improving the prediction capabilities of water braking phenomena has the potential...
View Paper titled, The CFD Modeling of the Water Braking Phenomena for the Holloman High-Speed Test Track
Click here to open pdf in another window PDF for The CFD Modeling of the Water Braking Phenomena for the Holloman High-Speed Test Track
Topics: Braking, Computational fluid dynamics, Modeling, Water