Jianxin Hu

Works (9)

Updated: February 13th, 2026 14:16

2025 article

A simple yet powerful dimensionality reduction method for annual daylighting prediction and its inverse process via pix2pix

Wang, D., Place, W., Li, S., Liu, R., & Hu, J. (2025, April 1). Journal of Building Engineering.

By: D. Wang n, W. Place n, S. Li*, R. Liu* & J. Hu n

author keywords: Daylighting Simulation; Conditional generative adversarial networks; Dimensionality reduction; Solar energy
topics (OpenAlex): Building Energy and Comfort Optimization; Color Science and Applications; Image Enhancement Techniques
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (OpenAlex)
Source: Web Of Science
Added: April 28, 2025

2025 article

Beyond the metrics: The discrepancy between indoor air quality benchmarks, outdoor access, and occupant satisfaction in U.S. office buildings

McCormick, E. L., Rider, T. R., & Hu, J. (2025, October 23). Indoor Environments, Vol. 10.

By: E. McCormick n, T. Rider n & J. Hu n

topics (OpenAlex): Noise Effects and Management; Urban Green Space and Health; Building Energy and Comfort Optimization
Sources: NC State University Libraries, NC State University Libraries
Added: February 5, 2026

2024 article

Parametric Modeling and Column Grid Analysis of the Sakyamuni Pagoda at Fogong Temple: Insights into the Yingxian Wooden Pagoda

Wang, D., Li, S. Y., Liu, R., Hu, J., & Wang, A. (2024, August 9). Buildings.

By: D. Wang n, S. Li*, R. Liu*, J. Hu n & A. Wang*

author keywords: Chinese architecture; wooden architecture; Yingxian Wooden Pagoda; preservation; parametric design
topics (OpenAlex): 3D Surveying and Cultural Heritage
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities (OpenAlex)
Source: Web Of Science
Added: September 16, 2024

2023 journal article

Classification of tree forms in aerial LiDAR point clouds using CNN for 3D tree modelling

International Journal of Remote Sensing, 44(22), 7156–7186.

By: V. Vivek Nanda n, P. Baran n, L. Tateosian n, S. Nelson n & J. Hu n

topics (OpenAlex): Remote Sensing and LiDAR Applications; Remote Sensing in Agriculture; Forest ecology and management
TL;DR: The trained CNN model can be used to classify non-overlapping deciduous trees from discrete return ALS data and subsequently visualize near-realistic 3D tree models of trees. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
15. Life on Land (Web of Science)
Sources: Web Of Science, NC State University Libraries, Crossref
Added: December 18, 2023

2022 book

Building Environmental Control Systems Illustrated

San Diego, CA: Cognella Academic Publishing.

By: J. Hu

Source: NC State University Libraries
Added: November 24, 2023

2022 article

The bacterial community of childcare centers: potential implications for microbial dispersal and child exposure

Beasley, D. E., Monsur, M., Hu, J., Dunn, R. R., & Madden, A. A. (2022, March 4). Environmental Microbiome, Vol. 3.

By: D. Beasley n, M. Monsur n, J. Hu n, R. Dunn n & A. Madden n

author keywords: Built environment; Childcare centers; Early childhood education centers; Microbiome; Preschool children; Fomites
topics (OpenAlex): Pediatric health and respiratory diseases; Gut microbiota and health; Urinary Tract Infections Management
Sources: Web Of Science, NC State University Libraries
Added: March 21, 2022

2017 article

Daylight Prediction In Individual Floors Using Well Index

Mohsenin, M., & Hu, J. (2017, January 1). Architecture Civil Engineering Environment.

By: M. Mohsenin* & J. Hu n

author keywords: Atrium building; Daylight; Daylight Autonomy; Simulation; Well Index
topics (OpenAlex): Building Energy and Comfort Optimization; Urban Heat Island Mitigation; Impact of Light on Environment and Health
Source: Web Of Science
Added: August 6, 2018

2015 journal article

Assessing daylight performance in atrium buildings by using Climate Based Daylight Modeling

Solar Energy, 119, 553–560.

By: M. Mohsenin n & J. Hu n

author keywords: Daylighting Atrium buildings; Climate Based Daylight Modeling; Well Index; Atrium types and roof aperture designs
topics (OpenAlex): Building Energy and Comfort Optimization; Urban Heat Island Mitigation; Impact of Light on Environment and Health
Source: Crossref
Added: November 22, 2020

2013 conference paper

Comparison of climate-based daylighting in two integrated simulation tools: DIVA and OpenStudio

PLEA2013 - 29th Conference, Sustainable Architecture for a Renewable Future, 1–7.

By: A. Ardakan, L. Ghobad, J. Hu & W. Place

Source: NC State University Libraries
Added: August 6, 2018

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