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Search Results - simulation utilization interaction
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Model selection-regression and time series applications
Published 2016“…ICOMP guards against collinearity by considering the interaction between the parameters being estimated in a model. …”
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Leveraging the microbiome in host genome wide association studies
Published 2021“…Philosophically, the non-parametric specification amounts to the addition of an infinite amount of prior information about all fine details of the parameters being modelled; thus represents an attractive strategy. The utility of the method is demonstrated through simulation experiments and application to real microbiome datasets for schizophrenia, HIV/AIDS, and atherosclerosis diseases, where it is shown that the method is not only robust but also has high statistical power for association inference, resulting in a framework that can contribute to our understanding of the link between the microbiome and human diseases. …”
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Modelling methodology for assessing the impact of new technology on complex sociotechnical systems
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Techno-economic analysis of seaweed biorefinery scenarios for production of high-value products and biogas
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Multi-agent analysis of industrial networks : a South African bio-energy case study
Published 2024“…Industrial networks are complex structures consisting of multiple interacting enterprises, differing in nature, each with independent (often conflicting) objectives, producing numerous, possibly competing products. …”
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Dynamics of co-behaviour of climate processes over Southern Africa
Published 2021“…This study details the development of such a methodology and demonstrates its utility in the analysis of the co-behaviour of largescale process interactions on regional precipitation and temperature variability over southern Africa. …”
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Generalized time-frequency representations and their application to quantum control
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Path planning for an unmanned terrestrial vehicle in an obstacle ridden environment
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Simplified approaches for portfolio decision analysis
Published 2022“…Secondly, we use a simulation experiment to test the performance of the heuristics in two novel environments: those involving multiple criteria, and those in which interactions between projects may be positive (the value of selecting two alternatives is more than the sum of their individual values) or negative (the opposite). …”
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Navigating the Rules: Integrating TD3 and Sensor Fusion for Traffic-Aware Autonomous Vehicle Path Planning
Published 2024“…The algorithm integrates the Twin Delayed Deep Deterministic Policy Gradient (TD3) with sensor fusion based on Nvidia Convolutional Neural Network (NCNN). The study utilizes the CARLA simulator, and real-world datasets, including KITTI and WAYMO, to train and evaluate the proposed algorithm. …”
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Continuum Damage Mechanics to Model Glulam Beams Reinforced with Glued-In Steel Cables
Published 2024“…However, it was unable to accurately represent interactions between the reinforcing steels and timber. …”
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Measuring cross-section data for prompt gammas emitted during proton-nucleus collisions
Published 2018“…The first part of this study was to experimentally measure the interaction cross section for proton-nucleus collisions in both carbon and oxygen. …”
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Extension and verification of the PWM_SA model to incorporate SANI-specific bioprocesses using experimental data from the Hong Kong SANI saline sewage treatment pilot plant.
Published 2025“…The extended model was implemented and verified in the WEST software, utilizing experimental data from the SANI pilot plant in Hong Kong to align the model with real world treatment conditions and verify the accuracy of kinetic rates and parameters. …”
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Determining an appropriate electricity supply mix for the Hessequa Municipality: A system dynamics approach
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Novel Quercetin-Based Sensors for Aluminum Detection in Complex Matrices
Published 2025“…Further research was conducted to test the applicability of the designed sensor for analyzing aluminum in various dietary samples and simulated biological fluids. This study also validated the binding interactions between ions and quercetin theoretically using Density Functional Theory computation, which revealed a strong correlation with experimental findings. …”
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Techno-Economic modelling of hybrid renewable mini-grids for rural electrification planning in Sub-Saharan Africa
Published 2019“…Given the intermittent and location-dependent nature of renewable energy sources, the evolving costs and performance characteristics of individual technologies, and the characteristics of interacting technologies, detailed system simulation and demand modelling is required to determine the cost optimal combinations of technologies for each-and-every potential mini-grid site. …”
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