Hangjin Liu

College of Engineering

Works (3)

Updated: August 20th, 2024 05:00

2024 journal article

Predicting sweetpotato traits using machine learning: Impact of environmental and agronomic factors on shape and size

COMPUTERS AND ELECTRONICS IN AGRICULTURE, 225.

By: H. Liu n, S. Hunt n, G. Yencho  n, K. Pecota n , R. Mierop n, C. Williams n , D. Jones n 

author keywords: Machine learning; Feature engineering; Variable selection; Agriculture analytics; Sweetpotato
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (Web of Science; OpenAlex)
13. Climate Action (Web of Science)
15. Life on Land (Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 1, 2024

2023 journal article

Experimental characterization of ammonia, methane, and gasoline fuel mixtures in small scale spark ignited engines

APPLICATIONS IN ENERGY AND COMBUSTION SCIENCE, 16.

By: K. Vinod  n, M. Gore n, H. Liu n & T. Fang n 

author keywords: Ammonia; Spark ignition engines; Engine combustion; Power generator; Ammonia -methane -gasoline blends
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: September 9, 2023

2022 journal article

Rigorous State Evolution Analysis for Approximate Message Passing With Side Information

IEEE TRANSACTIONS ON INFORMATION THEORY, 69(6), 3989–4013.

By: H. Liu n, C. Rush * & D. Baron n 

author keywords: Channel estimation; Noise measurement; Task analysis; Message passing; Testing; Predictive models; Estimation; Approximate message passing (AMP); compressed sensing; side information (SI); state evolution (SE)
TL;DR: This work provides rigorous performance guarantees for AMP-SI when there are statistical dependencies between the signal and SI pairs and the entries of the measurement matrix are independent and identically distributed (i.i.d.) Gaussian. (via Semantic Scholar)
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UN Sustainable Development Goal Categories
Sources: Web Of Science, ORCID, NC State University Libraries
Added: November 10, 2022

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