Research

The Ink Splotch Effect:
A Case Study on ChatGPT as a Co-Creative Game Designer

This paper examines LLMs as creative design companions in development, highlighting user feedback and developer insights, with a focus on their impact in creative roles, especially in game design and gamification.

(Published in FDG ‘24, ISBN: 979-8-4007-0955-5)

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5G Networks:
Machine Learning Approaches to Analyzing Path Loss and Throughput

This study applies machine learning to predict 5G signal behavior, analyzing path loss and throughput. It compares regression and classification techniques to identify the most effective deployment strategies.

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Github

Fine-tuning Text-to-Image with LoRA

This study explores fine-tuning Stable Diffusion with LoRA to improve image quality while reducing computational costs, enhancing adaptability to new prompts without extensive retraining.

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Github