Machine Learning Application Examples
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Intro
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Supervised Learning
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Unsupervised Learning
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Reinforcement Learning
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Large Language Models
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| Last updated | May 6, 2025 |
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Machine Learning Application Examples 0/4
Machine Learning Application Examples
We have collected a selection of Master Thesis projects, PhD publications, and course projects that use Machine Learning to help provide examples and inspiration.
The following projects, papers, and publications were collected to give you an understanding of how Machine Learning can be applied in research.
Machine Learning Application Examples 1/4
Supervised Learninglink copied
PhD Papers
Examples from past PhD projects.
Master Thesis Projects
Examples from past MSc thesis projects.
Course Projects
Examples from past a MSc course projects.
Machine Learning Application Examples 2/4
Unsupervised Learninglink copied
PhD Papers
Examples from past PhD projects.
Master Thesis Projects
Examples from past MSc thesis projects.
Thesis: Integrated bio-inspired Design by AI – Baruah
Thesis: Visual Analytics for Generative Design Exploration – van Kastel
Thesis: 3D GANs to Autonomously Generate Building Geometry – Mueller
Thesis: Deep Generative Shell Structure Designs – Pavlidou
Thesis: Deep Generative Truss Structures – Sterrenberg
Published Papers
Examples from past published papers.
Paper: Gaussian Mixture Model for Robust Design Optimization of Planar Steel Frames – Do & Ohsaki
Paper: Growing Gaussian Mixture Regression for Modeling Passive Chilled Beam Systems in Buildings – Wang et al.
Paper: A visualized soundscape prediction model for design processes in urban parks – Yue et al.
Paper: Extended and Generalized Fragility Functions – Andriotis & Papakonstantinou
Machine Learning Application Examples 3/4
Reinforcement Learninglink copied
Master Thesis Projects
Examples from past MSc thesis projects.
Machine Learning Application Examples 4/4
Large Language Modelslink copied
Capstone Projects
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