2019 journal article

Metamodels to assess the thermal performance of naturally ventilated, low-cost houses in Brazil

ENERGY AND BUILDINGS, 204.

By: M. Rossi*, A. Oliveira Favretto*, C. Grassi*, J. DeCarolis n, S. Cho n, D. Hill n, K. Soares Chvatal*, R. Ranjithan n

author keywords: Passive design; Natural ventilation; Metamodel; Multivariate regression; Early design
TL;DR: The proposed metamodels can quickly and accurately assess the thermal performance of naturally ventilated low-cost houses during early design and can be used to guide professionals during the early design stages, and for educational purposes in building design pedagogy. (via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: December 9, 2019

2012 journal article

Multivariate regression as an energy assessment tool in early building design

Building and Environment, 57, 165–175.

By: J. Hygh, J. DeCarolis*, D. Hill n & S. Ranji Ranjithan

author keywords: EnergyPlus; Monte Carlo simulation; Multivariate regression; Sensitivity analysis
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
Sources: Crossref, Web Of Science, NC State University Libraries
Added: August 6, 2018

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