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Works (7)
Updated: July 22nd, 2024 08:05
2024 journal article
A Data-Based Hybrid Chemistry Acceleration Framework for the Low-Temperature Oxidation of Complex Fuels
ENERGIES, 17(3).
author keywords: chemistry reduction; data-based hybrid chemistry model; artificial neural network; principal component analysis
www.mdpi.com (publisher PDF)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: February 7, 2024
2024 journal article
A PINN-DeepONet framework for extracting turbulent combustion closure from multiscalar measurements
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 429.
author keywords: DeepONet; PINN; Turbulent combustion
Sources: Web Of Science, ORCID, NC State University Libraries
Added: July 1, 2024
2024 journal article
Comparisons of Different Representative Species Selection Schemes for Reduced-Order Modeling and Chemistry Acceleration of Complex Hydrocarbon Fuels
ENERGIES, 17(11).
author keywords: representative species; principal component analysis; directed relation graphs; global pathway selection; manifold-informed method
Sources: Web Of Science, ORCID, NC State University Libraries
Added: June 1, 2024
2023 article
Deep Learning of Joint Scalar PDFs in Turbulent Flames from Sparse Multiscalar Data
Ranade, R., Gitushi, K. M., & Echekki, T. (2023, November 25). COMBUSTION SCIENCE AND TECHNOLOGY, Vol. 11.
author keywords: DeepONet; kernel density estimation; principal component analysis; joint scalar PDFs; turbulent combustion
Sources: Web Of Science, NC State University Libraries
Added: December 18, 2023
2023 journal article
Simulations for Planning of Liquid Hydrogen Spill Test
ENERGIES, 16(4).
author keywords: liquid hydrogen; CFD; crosswind; concentrations
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
11. Sustainable Cities and Communities
(Web of Science)
13. Climate Action
(Web of Science)
Source: Web Of Science
Added: March 27, 2023
2022 journal article
Hydrogen gas dispersion studies for hydrogen fuel cell vessels II: Fuel cell room releases and the influence of ventilation
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 47(50), 21492–21505.
author keywords: Hydrogen gas dispersion; Room ventilation; Hydrogen fuel cells; Hydrogen vessels; Hydrogen leak detection
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Source: Web Of Science
Added: August 1, 2022
2022 journal article
Investigation of deep learning methods for efficient high-fidelity simulations in turbulent combustion
COMBUSTION AND FLAME, 236.
author keywords: DeepONet; Kernel density estimation; Principal component analysis; Independent component analysis
Sources: Web Of Science, ORCID, NC State University Libraries
Added: November 1, 2021
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