Digital twins and civil engineering phases: Reorienting adoption strategies

TA Adebiyi, NA Ajenifuja… - … of Computing and …, 2024 - asmedigitalcollection.asme.org
Digital twin (DT) technology has received immense attention over the years due to the
promises it presents to various stakeholders in science and engineering. As a result …

Epsilon-Greedy Thompson Sampling to Bayesian Optimization

B Do, T Adebiyi, R Zhang - … of Computing and …, 2024 - asmedigitalcollection.asme.org
Bayesian optimization (BO) has become a powerful tool for solving simulation-based
engineering optimization problems thanks to its ability to integrate physical and …

Automated design of nonreciprocal thermal emitters via Bayesian optimization

B Do, SJ Ghalekohneh, T Adebiyi, B Zhao… - Journal of Quantitative …, 2025 - Elsevier
Nonreciprocal thermal emitters that break Kirchhoff's law of thermal radiation promise
exciting applications for thermal and energy applications. The design of the bandwidth and …

Multi-fidelity machine learning for uncertainty quantification and optimization

R Zhang, N Alemazkoor - Journal of Machine Learning for …, 2024 - dl.begellhouse.com
In system analysis and design optimization, multiple computational models are typically
available to represent a given physical system. These models can be broadly classified as …

[PDF][PDF] Retrieval-Augmented Generation in Engineering Design

DP Ghosh, DA Team - 2024 - researchgate.net
This paper explores the application of Retrieval-Augmented Generation (RAG) in
engineering design, examining its potential to revolutionize the design process through …

OPTIMIZATION IN SYSTEMS ENGINEERING: A REVIEW OF HOW DATA ANALYTICS AND OPTIMIZATION ALGORITHMS ARE APPLIED

OJ Adeyeye, I Akanbi - Computer Science & IT Research Journal, 2024 - fepbl.com
This research review article provides a comprehensive examination of optimization
techniques in systems engineering, highlighting their pivotal role in enhancing system …