The role of sensitivity analysis in the building performance analysis: A critical review

Z Pang, Z O'Neill, Y Li, F Niu - Energy and Buildings, 2020 - Elsevier
A building system is highly nonlinear and commonly includes a variety of parameters
ranging from the architectural design to the building mechanical and energy system. Serving …

Machine-learning-assisted de novo design of organic molecules and polymers: opportunities and challenges

G Chen, Z Shen, A Iyer, UF Ghumman, S Tang, J Bi… - Polymers, 2020 - mdpi.com
Organic molecules and polymers have a broad range of applications in biomedical,
chemical, and materials science fields. Traditional design approaches for organic molecules …

Prediction of compressive strength of geopolymer concrete using a hybrid ensemble of grey wolf optimized machine learning estimators

SK Parhi, SK Patro - Journal of Building Engineering, 2023 - Elsevier
Geopolymer concrete (GPC) has the potential to replace conventional concrete. But, the
mixed proportion of GPC poses several difficulties due to various contributing factors. The …

Soil enzymes as indicators of soil function: A step toward greater realism in microbial ecological modeling

G Wang, Q Gao, Y Yang, SE Hobbie… - Global change …, 2022 - Wiley Online Library
Soil carbon (C) and nitrogen (N) cycles and their complex responses to environmental
changes have received increasing attention. However, large uncertainties in model …

A sensitivity analysis of design parameters of BIPV/T-DSF in relation to building energy and thermal comfort performances

S Yang, F Fiorito, D Prasad, A Sproul… - Journal of building …, 2021 - Elsevier
Abstract In recent years, Building-Integrated Photovoltaic/Thermal Double-Skin Façade
(BIPV/T-DSF) shows great potentials on improving indoor thermal comfort and energy …

Chromium contamination in groundwater and Sobol sensitivity model based human health risk evaluation from leather tanning industrial region of South India

D Karunanidhi, P Aravinthasamy, T Subramani… - Environmental …, 2021 - Elsevier
The present investigation was conducted to find the possible chromium contamination in
groundwater and the related health risks in a leather industrial region of south India using …

To Sobol or not to Sobol? The effects of sampling schemes in systems biology applications

M Renardy, LR Joslyn, JA Millar, DE Kirschner - Mathematical biosciences, 2021 - Elsevier
Computational and mathematical models in biology rely heavily on the parameters that
characterize them. However, robust estimates for their values are typically elusive and thus a …

[HTML][HTML] Understanding the impact of feedback regulations on blood cell production and leukemia dynamics using model analysis and simulation of clinically relevant …

R Kumar, SR Shah, T Stiehl - Applied Mathematical Modelling, 2024 - Elsevier
Acute myeloid leukemia (AML) is a paradigmatic example of a stem cell-driven cancer. AML
belongs to the most aggressive malignancies and has a poor prognosis. A hallmark of AML …

Uncertainty analysis on progressive collapse of RC frame structures under dynamic column removal scenarios

K Lin, Z Chen, Y Li, X Lu - Journal of Building Engineering, 2022 - Elsevier
The progressive collapse of structures often causes serious casualties and property loss.
The intrinsic characteristic of progressive collapse is large-scale domino-like structural …

Effect of local corrosion on the axial compression behavior of circular steel tubes

H Wang, Z Zhang, H Qian, F Fan - Engineering Structures, 2020 - Elsevier
The sustainability of spatial structures, where the main bearing members are steel tubes, is
becoming more and more prominent. In order to investigate the effect of local corrosion on …