Derrick Mirindi

Derrick Mirindi
Morgan State University · School of Architecture and Planning

Doctor of Philosophy

About

25
Publications
4,280
Reads
How we measure 'reads'
A 'read' is counted each time someone views a publication summary (such as the title, abstract, and list of authors), clicks on a figure, or views or downloads the full-text. Learn more
49
Citations

Publications

Publications (25)
Article
Full-text available
In order to increase the efficiency of predicting concrete compressive strength, ensemble machine learning (ML) algorithms are required. Considering that each ML algorithm continuously varies in methodology, one ML algorithm cannot generate exhaustive prediction results since limited parameters are available to tune. This research serves as a begin...
Article
Full-text available
The investigations on the performance of concrete incorporating waste materials hold promise in achieving sustainable construction. Although various studies have addressed the mechanical behaviour of concrete containing waste tyre rubber (WTR) and clay brick powder (CBP), an advanced understanding of predicting the compressive strength of such conc...
Article
Full-text available
Although pozzolanic materials exhibit unusual particle properties, their particle size distributions and shape identification remain poorly understood. Approximating these geometrical features using simplified plugins is critical for optimising the use of pozzolans in sustainable construction. In this research, we explore the geometrical features o...
Chapter
Artificial intelligence (AI), machine learning (ML) and deep learning (DL) have been rapidly transforming and innovating the transportation sector in recent years. This is not only enabling greener, safer and more efficient mobility solutions, but also combating climate change. This comprehensive study explores the current applications, ethical con...
Article
Full-text available
Under the effects of waste materials, non-conventional concrete mixes usually exhibit reduced costs, because of the use of waste materials compared with conventional concrete materials. On the other hand, the criteria for reducing the concrete cost should simultaneously incorporate the concrete performance. However, balancing the cost and performan...
Article
Full-text available
Under the turbulence of global change, the production of boards has been influenced by the rising demand and price of wood-based materials. To improve the structural performance of boards, reinforcement materials have been added, such as nanoparticles. The purpose of this review is to explore the application of nanomaterials, including nano-SiO2, n...
Article
Full-text available
The rapid digitization of urban infrastructure and the availability of urban data have created opportunities for developing and using artificial intelligence (AI), machine learning (ML), and deep learning (DL) algorithms to address cities' difficult problems. This research offers a thorough evaluation of state-of-the-art AI, ML, and DL algorithms i...
Article
Full-text available
Considering the prominent attributes of surface roughness parameters, the closer their solutions are to real surfaces, the more appropriate they are for civil engineering applications. One of the steps that can be considered for such applications is to incorporate the bearing ratio curve (BRC) parameters in the study of civil engineering materials....
Article
Full-text available
Population growth and level of urbanization have increased particleboard demand, demonstrating an increase in price and deforestation. The present study reviews the feasibility of three-layer particleboards reinforced with waste fibers as a sustainable and eco-friendly alternative to building material technology. Also, it investigates chemical prop...
Conference Paper
Full-text available
With the rapid ongoing development of our cities, there is a need for alternative approaches to reusing recycled plastics. One of them could be to utilize them in the construction industry. This study aims to review the circular life cycle of plastic, its applications in various fields, and the compressive strength of concrete by mixing polypropyle...
Poster
Full-text available
With the rapid ongoing development of our cities, there is a need for alternative approaches to reusing recycled plastics. One of them could be to utilize them in the construction industry. This study aims to review the circular life cycle of plastic, its applications in various fields, and the compressive strength of concrete by mixing polypropyle...
Article
Full-text available
The popularity of fractal analysis studies is increasing in various fields. However, the literature has neglected the fractal analysis of fly ash (FA)-teff straw ash (TSA)-based geopolymer mortars. This fact inspires us to develop fractal analysis formulations for FA-TSA-based geopolymer mortars that are effective and suitable for characterising se...
Conference Paper
Full-text available
In the fast-paced world of construction, Building Information Modeling (BIM) is revolutionizing offsite construction, leading to significant improvements in efficiency, functionality, and sustainability. This study examines BIM's critical role in enhancing offsite construction, aiming to showcase its potential to transform construction practices to...
Poster
Full-text available
In the fast-paced world of construction, Building Information Modeling (BIM) is revolutionizing offsite construction, leading to significant improvements in efficiency and sustainability. This study examines BIM's critical role in enhancing offsite construction, aiming to showcase its potential to transform construction practices towards better eff...
Conference Paper
Full-text available
Due to the ongoing rapid pace of advancement in information technology, the integration of Artificial Intelligence (AI) and Smart Technologies (ST) in offsite construction is transforming the industry by enhancing efficiency, innovation, and safety. This comprehensive review examines the application of AI and ST subfields, including Machine Learnin...
Article
Full-text available
Fly ash (FA)-based geopolymer mortar is being considered for sustainability since it enjoys peculiar properties such as high mechanical properties and environmental benefits. However, the high curing temperatures of FA-based geopolymer mortar play a complex role in its outstanding mechanical behaviour thereby requiring other precursors, such as tef...
Article
Full-text available
In recent decades, the importance of historical villages has been widely acknowledged because of their aesthetic and ecological contributions. Additionally, they have the potential to promote local socioeconomic growth through heritage valorization. The urban village concept, essential for sustainable urban development, has evolved significantly fr...
Article
Full-text available
In modern times, the rapid expansion of urban populations has intensified the urgency to optimize transportation systems, which has become an alarming issue in the face of urbanization and traffic congestion. This paper reviews the latest applications of Artificial Intelligence (AI) in the transport sector. It explores various AI methodologies, inc...
Article
Full-text available
The excessive use of non-renewable fossil fuels has led to a pressing energy crisis that demands urgent attention. While renewable sources like solar, wind, and water have gained significant attention as alternatives, we must explore additional avenues. This study takes an interdisciplinary approach, investigating the potential of waste streams fro...
Article
Full-text available
Sustainability is a growing concern in architecture and urban planning due to the environmental impact of the built environment. Ecological challenges persist despite the proliferation of sustainable design strategies, prompting a critical reevaluation of existing approaches. This study examines sustainable design practices, focusing on the origins...
Article
Full-text available
The increasing demand and rising price of wood-based materials have led to a need for alternative raw materials in particleboard production. Agricultural waste, such as waste wood and recycled wood waste, as well as food waste, can serve as ideal alternatives to traditional wood chips, which account for more than half of the production cost. Utiliz...
Article
Full-text available
The demand for wood-based materials in particleboard production is increasing, but so are the costs and concerns about the environment and health. As a result, researchers have been exploring alternative raw materials. This review critically examines the development of particleboards using novel adhesives derived from food waste and agricultural by...
Article
Full-text available
Due to the rising prices and high demand for panels and the fact that formaldehyde—a known carcinogen—is used to manufacture conventional particleboard, this study investigated the suitability of particleboard formed from ground macadamia nutshells mixed with 50%, 40%, 30%, and 20% of gum Arabic and determined its physical and mechanical properties...

Questions

Questions (2)
Question
Hello everyone! Please, which professional software can I use to do an online survey for data collection?
I would appreciate a survey that is easy to use and can be used by participants from different backgrounds.
Thanks.
Question
ASTM 1037

Network

Cited By