Anuj Kumar

College of Engineering

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Works (3)

Updated: April 6th, 2024 05:02

2024 journal article

Combustion chemistry acceleration with DeepONets

FUEL, 365.

By: A. Kumarⁿ & T. Echekkiⁿ

author keywords: Operator learning; Machine learning; Stiff chemistry integration; Surrogate modeling; Latent space kinetics identification

10.1016/j.fuel.2024.131212

Find Text @ NCSU

Sources: Web Of Science, ORCID, NC State University Libraries

Added: February 15, 2024

2024 article

On the application of principal component transport for compression ignition of lean fuel/air mixtures under engine relevant conditions

Jung, K. S., Kumar, A., Echekki, T., & Chen, J. H. (2024, February). COMBUSTION AND FLAME, Vol. 260.

By: K. Jung ^*, A. Kumarⁿ, T. Echekkiⁿ & J. Chen ^*

author keywords: Principal component analysis; Homogeneous charge compression ignition; Direct numerical simulation; Artificial neural network; Reduced order model

10.1016/j.combustflame.2023.113204

Find Text @ NCSU

UN Sustainable Development Goal Categories

7. Affordable and Clean Energy (OpenAlex)

Sources: Web Of Science, ORCID, NC State University Libraries

Added: November 29, 2023

2023 journal article

Acceleration of turbulent combustion DNS via principal component transport

COMBUSTION AND FLAME, 255.

By: A. Kumarⁿ, M. Rieth^*, O. Owoyele^*, J. Chen ^* & T. Echekkiⁿ

author keywords: Turbulent combustion simulation; Machine learning; Direct numerical simulation (DNS); Reduced order modeling; Principal component transport

10.1016/j.combustflame.2023.112903

Find Text @ NCSU

UN Sustainable Development Goal Categories

7. Affordable and Clean Energy (OpenAlex)

Sources: Web Of Science, ORCID, NC State University Libraries

Added: June 16, 2023

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