Anuj Kumar

College of Engineering

Works (5)

Updated: August 20th, 2024 05:01

2024 journal article

A PINN-DeepONet framework for extracting turbulent combustion closure from multiscalar measurements

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 429.

By: A. Taassob*, A. Kumar*, K. Gitushi*, R. Ranade*  & T. Echekki* 

author keywords: DeepONet; PINN; Turbulent combustion
Sources: Web Of Science, ORCID, NC State University Libraries
Added: July 1, 2024

2024 journal article

Combustion chemistry acceleration with DeepONets

FUEL, 365.

By: A. Kumar n & T. Echekki n 

author keywords: Operator learning; Machine learning; Stiff chemistry integration; Surrogate modeling; Latent space kinetics identification
Sources: Web Of Science, ORCID, NC State University Libraries
Added: February 15, 2024

2024 article

Synthesis of ZnO/CZTS Hetero-Structure Junction by Sol-Gel Spin Coating Technique

Narwal, V., Dalal, D., Singh, A., Kumar, D., Swami, S. K., Chaturvedi, N., … Kumar, A. (2024, July 20). IETE JOURNAL OF RESEARCH.

By: V. Narwal *, D. Dalal, A. Singh *, D. Kumar *, S. Swami *, N. Chaturvedi n, M. Kumar *, A. Kumar, A. Kumar*

author keywords: CZTS; Heterostructure; Kesterite; ZnO
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 14, 2024

2023 journal article

Acceleration of turbulent combustion DNS via principal component transport

COMBUSTION AND FLAME, 255.

By: A. Kumar n, M. Rieth *, O. Owoyele *, J. Chen * & T. Echekki n 

author keywords: Turbulent combustion simulation; Machine learning; Direct numerical simulation (DNS); Reduced order modeling; Principal component transport
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: June 16, 2023

2023 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. Kumar n, T. Echekki n  & J. Chen *

author keywords: Principal component analysis; Homogeneous charge compression ignition; Direct numerical simulation; Artificial neural network; Reduced order model
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: November 29, 2023

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