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Optimizing Resource Utilization, Efficiency and Scalability in Deep Learning Systems
(2023-05-01)
This thesis addresses the challenges of utilization, efficiency, and scalability faced by deep learning systems, which are essential for high-performance training and serving of deep learning models. Deep learning systems ...
Topics in Optimization for Sustainable Energy Planning
(2023-08-24)
**Please note that the full text is embargoed until 8/1/2025** ABSTRACT: Due to the current trend of rising energy demand, finding alternate energy sources is vital. Many cities consider renewable energy as a component of ...
Non-Intrusive Reduced Order Model Formulation for Inverse Shape Design Including Deforming Meshes and Multiphysics Problems.
(2023-12-04)
Despite significant advancements in computer capabilities for numerical simulations, engineers continue to face limitations when dealing with large-scale full-order model(FOM) simulations. These simulations often necessitate ...
On the Development of a Sensing System Methodology to Evaluate the Viscoelastic Properties of Soft Tissues as a Means of Disease Prognosis
(2023-12-19)
**Please note that the full text is embargoed until 02/01/2026** Identification of tissue viscoelastic properties could provide valuable information for assessing its healthiness or disease state. Current technologies ...