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Showing result 1 - 5 of 836 essays matching the above criteria.

1. 1. Visualization and analysis of object states using diffusion models and PyTorch

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : Christopher Nyberg; [2024]
   Keywords : ;

   Abstract : Artificial Intelligence (AI) is an extremely rapidly growing field in modern technology. As the applications of AI expand, the ability to accurately analyze and predict the condition of various objects through various models has profound implications across numerous industries. READ MORE

3. 2. Time Series Forecasting on Database Storage

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Pranav Patel; [2024]
   Keywords : Machine Learning; Time Series Forecasting; Prediction; Neural Networks; CNN; RNN; Database Storage;

   Abstract : Time Series Forecasting has become vital in various industries ranging from weather forecasting to business forecasting. There is a need to research database storage solutions for companies in order to optimize resource allocation, enhance decision making process and enable predictive data storage maintenance. READ MORE

4. 3. Comparative Study of the Role of Digital Technologies in Implementing Circular Economy Practices in Product-Service Systems (PSS) : An Analysis Across Varying Organizational Scales

   University essay from KTH/Produktionsutveckling

   Author : Ajay Surya Gnaneswaran; [2024]
   Keywords : Product Service Systems; PSS; Circular Economy; CE; Digital Technology; DT; Industry 4.0; Circular Strategies; Barriers and Opportunities; Qualitative; Product-tjänste system; PSS; Digitala Teknologier; DT; Cirkulär Ekonomi; CE; Cirkulära Strategier; Industri 4.0; Utmaningar och Möjligheter; Kvalitativ.;

   Abstract : This thesis investigates the integration of digital technologies (DT) within Product-Service Systems (PSS) and their role in promoting Circular Economy (CE) practices. Despite increasing recognition of digitalization in industries with PSS offerings, research on DT as a catalyst for CE, especially across organizations of various sizes, remains limited. READ MORE

5. 4. Bridging Language & Data : Optimizing Text-to-SQL Generation in Large Language Models

   University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

   Author : Niklas Wretblad; Fredrik Gordh Riseby; [2024]
   Keywords : Chaining; Classification; Data Quality; Few-Shot Learning; Large Language Model; Machine Learning; Noise; Prompt; Prompt Engineering; SQL; Structured Query Language; Text-to-SQL; Zero-Shot Learning; Noise Identification;

   Abstract : This thesis explores text-to-SQL generation using Large Language Models within a financial context, aiming to assess the efficacy of current benchmarks and techniques. The central investigation revolves around the accuracy of the BIRD-Bench benchmark and the applicability of text-to-SQL models in real-world scenarios. READ MORE

6. 5. Investigating the dynamics between the developing Nordic hydrogen market and the electricity system under uncertainty

   University essay from KTH/Energiteknik

   Author : Timon Renzelmann; [2024]
   Keywords : energy modelling; energy storage; global sensitivity analysis; hydrogen; Method of Morris; Nordics; OSeMOSYS; uncertainty analysis; energimodellering; energilagring; global känslighetsanalys; vätgas; Morris-metoden; Nordiska länder; OSeMOSYS; osäkerhetsanalys;

   Abstract : The potential of hydrogen as a clean energy carrier is hotly debated, but it promises to significantly contribute to a sustainable energy future. Hydrogen can replace fossil fuels in carbon-intensive industries, heavy transport and aviation, and support a renewable energysystem by acting as energy storage to balance intermittent supply. READ MORE