| Student |
Thesis |
Content |
| Aalst, B. van (Bas) | Automatic Nutrient Deficiency Symptom Detection in Vertical Farming | |
| Ahrens, R. (Ruben) | Detecting Ship Plumes Using TROMOPI NO2, SO2 and HCHO Observations | |
| Allison, L. (Lucas) | Quantum Circuit Equivalence Verification Using the Generalized Stabilizer Formalism | |
| Anderson, R. (Rens) | The Impact of Model Features on Creative Output in Large Language Models | |
| Aristiou, K. (Kyriakos) | Enhancing Oriented Object Detection with Adaptive Tiling | |
| Batenburg, V. (Victor) | Steering LLMs Towards Safer Shores | |
| Bax, P.J. (Pim) | Optimising Setups and Gameplay for Conquest, a Chess-like Wargame, Using Monte Carlo Tree Search | |
| Beek, B. van (Bob) | Analyzing Human Navigation Using Network-Based Games | |
| Berg, P. van den (Perri) | Monte Carlo Tree Search-driven Multisolution Puzzle Level Generation | |
| Bergsma, C. (Chris) | CMA-ES and Bayesian Optimization for Noisy, Mixed-Integer Optimization Problems in Vehicle Dynamics | |
| Bilalis, N. (Nikolaos-Maximos) | Optimizing Elite Sports Training: A Reinforcement Learning Approach for Personalized and Effective Training Schedules | |
| Boere, S. (Stijn) | Exploring LLM Intelligence Using Games | |
| Braam, I. (Isaac) | Evaluating the Costs of Constraints in University Course Timetabling Problems | |
| Buurman, D. (Dennis) | Countering the Computation vs Communication Trade-off with Compiler Techniques | |
| Caruana, A. (Andrew) | Automatic Detection of Differences and Similarities in Natural Language Treebanks | |
| Chang, A. (Alex) | Developing an AI Agent for Automated Playtesting in Roguelike Games | |
| Chen, Q. (Qianpu) | In Trust We Survive: Emergent Cooperation without Explicit Rewards in Multi-Agent Systems | |
| Chen, X. (Xi) | Is Chain-of-Thought Faithfully Reasoning in Large Language Models? | |
| Christodoulou, A. (Antonia) | Enhancing Job Evaluation: A Hybrid Systematic Approach Using Generative Models and Embedding Similarity | |
| Cumetti, T. (Tiago) | Identifying Succesful Football Player Careers within the Global Transfer Market Network | |
| Czernek, A. (Antoni) | Persistent Homology in Robust Image Classification | |
| Dash, P. (Piyush) | Effect of Audio Augmentations on Genre Classification Using Contrastive Learning | |
| Deng, S. (Suzhen) | Lightweight Audio-Visual Sound Event Localization and Detection: An Audio-Dominant Architecture Design | |
| Dogan, Y. (Yagmur) | Real-Time Low-Light Image and Video Enhancement with Lightweight Retinex-based Network | |
| Doukeris, G. (Georgios) | "Once Upon a Time There Was an LLM that Could Write a Story”: Human Interaction with AI Through Text-based Videogames - CONFIDENTIAL | |
| Edelaar, P. (Philip) | Testing Game Experience Using Deep Reinforcement Learning and Curriculum Learning | |
| Ende, D. van den (Dirck) | Quantum Computation using Weighted Model Counting With Applications in Physics | |
| Esmaeili Rad, S. (Sadaf) | From Global Network Attributes to Temporal Motifs: Predicting User Retention in the Sarafu Network | |
| Eveleens, S. (Stan) | A Personalized Job Ranking System for the Recruitment Industry | |
| Franchi, K. (Kilian) | Analysis of Time Aspects in Patient-Doctor Conversations | |
| Gelooven, T. van (Tom) | On the Application of State Space Models to Partially Observable Markov Decision Processes | |
| Georghiou, C. (Constantinos) | Optimising Robotic Warehouse Floorplans with Evolutionary Algorithms | |
| Gu, X. (Xiaolin) | The Impact of AI on Enhancing Software Testing | |
| Guo, S. (Shen) | GPU Acceleration of FEP Calculations with Spherical Boundary Conditions | |
| Guo, Z. (Ziming) | Enhancing Engineering Document Analysis through Structured Data Mapping | |
| He, J. (Jiamian) | A FAIR Data Pipeline for Ecosystem Research, with Machine Learning and Marine Acoustic Data | |
| He, L. (Lin) | Classification of Vocal Intensity Categories Using ResNet | |
| He, X. (Xiang) | Unlearning for Sequential Recommender Systems | |
| Hepkema, S.H. (Sven) | G-ALP: Rethinking GPU Decompression of Light- Weight Encodings | |
| Hermanus, P. (Per) | Portfolio Selection in Adaptive Operator Selection for Differential Evolution using Multi-Armed Bandits | |
| Hettini, A.A. (Abed Alrahman) | Leveraging AI for the Development of a Standardized Multilingual Education Taxonomy Aligned with Job Market Demands | |
| Hoteit, M. (Mohamad) | Decoding 3D Upper Limb Motion Using EEG and Motion Capture: A Deep Learning Approach | |
| Hou, K. (Ke) | Charging-Aware Routing Problem for Multi-UAV Wildfire Detection with Station Deployment | |
| Hu, M. (Mengjie) | Assessing Complex Fire Spread Dynamics Using Spatiotemporal, Network-Based, and Contagion-Based Models | |
| Hu, Z. (Ziyou) | Towards Unified Evaluation in Open QA: A Multi-Level LLM-as-a-Judge Approach | |
| Huang, Y. (Yunqi) | A Benchmark Study of Deep Reinforcement Learning Algorithms for Container Stowage Planning Problem | |
| Ignatosyan, A. (Arsen) | Towards Robust and Generalizable Video Anomaly Understanding with Anomaly-Aware Context Tokens for MLLMs | |
| IJbema, J. (Jonathan) | Deep Reinforcement Learning in Portfolio Allocation | |
| Jalilian, S. (Samaneh) | An AI Approach to Automated Job Evaluation: Reference Job Classification, Grading, and Compensation Prediction | |
| Jethoe, R. (Rajiv) | Job Classification, Grading, and Compensation | |
| Jiang, K. (Kaiteng) | Multimodal Self-supervised Music Genre Classification with Audio and Lyrics | |
| Kądziołka, K. (Kacper) | Causal Reasoning in Pieces: Modular In-Context Discovery with Large Language Models | |
| Kattenberg, T. (Tristan) | Generating a Synthetic Dutch Medical Data Set | |
| Koning, I. de (Irene) | Optimizing Healthcare Purchasing: A New Machine Learning-based Benchmark | |
| Kooten, B. van (Bram) | Reference Attribution in AI-powered Voting Guides | |
| Kras, R. (Robin) | Extending Cross-Modal Association Research: Investigating the Bouba-Kiki Effect in LLaMA and Molmo | |
| Kroes, B. (Brandon) | The Socio-Cognitive NPC Interaction Ladder | |
| Kumar, M. (Manasvi) | Feasibility Study for Automatic Regression Analysis of Lithography Machine | |
| Kumar, M. (Manasvi) | Mixed-Integer Self-Adjusting Constrained Optimization by Radial Basis Function Approximation | |
| Kuzmanov, A. (Andrija) | Advanced Autotuning for Triton Kernels with Kernel Tuner | |
| Li, S. (Shupei) | Rethinking Conversational Recommender Systems: A Reproducibility Investigation | |
| Li, W. (Wenhu) | LLaMEA-BO: A Large Language Model Evolutionary Algorithm for Automatically Generating Bayesian Optimization Algorithms | |
| Lin, D. (David) | MCTS Tetris: an Approach to Solving the Gamestate-Reachability Problem | |
| Lindscheid, J. (Jakob) | Domain-adversarial Moral Foundation Prediction for Long EU Legal Documents | |
| Ma, Q. (Qiuxuan) | Privacy-Preserving Machine Learning in the Training Phase: A Comparative Study of Privacy Enhancing Technologies | |
| Marincioni, A. (Alessandro) | A Quasi-Dynamic Wind Farm Reinforcement Learning Environment with Wake Transport and Partial Observability | |
| Massa, R. (Rajeck) | Automated Fuzzing for C/C++ Applications using Large Language Models and Control Flow Graph Analysis | |
| Matei, A. (Anca-Mihaela) | Issue Detection and Future Proofing Dutch Government Apps Using Language Technologies | |
| Mehrafar, N. (Nima) | An Evolutionary Approach to Causal Structure Learning | |
| Meltz, E. (Evan) | Real-Time Adaptive Game Difficulty: Optimising Player Flow and Skill Evolution | |
| Meng, J. (Jing) | An Evaluation of Data Analysis Techniques in Digital Health Applications | |
| Meyer, T. (Tomke) | Applying Counterfactual Explanations and Multivariate Forecasting to Medical Prediction Tasks | |
| Mian, B. (Belal) | Differentiating Ordered from Disordered Language In Older Adults Using the Cookie Theft Picture Description Task: A Multimodal Machine Learning Approach | |
| Nonea, V. (Victor) | Machine Learning for Regulation of Media Platforms: A Case Study of Polarization Detection | |
| Numan, S.A. (Syed Ahmed) | Causal Effect Identification via Multi-Step Prompting | |
| Opdam, T. (Tim) | A Multiple Testing Correction Based Approach for Encoding Human Generated Features in MDL-based Rule List Learning | |
| Pandey, N.A. (Nimish) | Making Refugee Pods Interoperable and Safe | |
| Peeters, L. (Levi) | Truly Unordered Rule Sets for Interpretable Risk Estimation in the Retail Sector | |
| Pitta, E. (Elena) | Evaluating Llama 3.2 Vision for the Visual Entailment Task: A Study of Zero-shot, Few-shot, and Fine-tuned Approaches | |
| Poelsma, J. (Julian) | Creating an AI that Plays Suika Game | |
| Pourghasem, H. (Hedieh) | Generating Natural Language Explanations for Deep Time Series Classification Models | |
| Qin, Z. (Zhipei) | Salary Prediction Using Graph Attention Networks and Mixture Density Network | |
| Rademaker, M. (Mark) | Automating Scene Change Detection in TV and Film: A Deep Multimodal Fusion Approach | |
| Rivetti, G. (Giulia) | Translation as a Bridge: Assessing the Feasibility of English BERT for Low-Resource Languages | |
| Romeijn, L. (Luuk) | LncRNA-BERT: An RNA Language Model for Classifying Coding and Long Non-Coding RNA | |
| Rong, X. (Xiaoran) | Exploring Influencing Factors and Application Scenarios in Recommendation Models: A Comparative Study from Traditional to LLMs-based Recommendation Models | |
| Rooijen, H. van (Hidde) | Enhancing the Reliability of Model Evaluations in Predictive Process Monitoring | |
| Ruigrok, J. (Jasper) | Studying the Impact of Obstructed Communication Using a Novel Multi-agent Foraging Simulation | |
| Schaick, R. van (Rik) | Basketball Shot Recognition in Single Camera Footage | |
| Schamhart, M. (Milou) | Large-scale Analysis of Multilingual Financial News with LLMs | |
| Sengar, A. (Ayush) | Unsupervised Anomaly Detection in Industrial Machine Sounds Using a Multi-Student, Single-Teacher Framework with Repurposed CNN14 Embeddings | |
| Serena, C. (Chiesa) | Species Classification Using Deep Learning on Kirganelia Herbarium Images | |
| Severin, H. (Heleen) | 3D Structure-Boosted Deep Learning for the Prediction of Cancer Vaccine Candidates | |
| Shahrasbi, K. (Kiana) | Exploring the Bouba-Kiki Effect: Cross-Modal Associations in Vision-and-Language Models | |
| Sharma, R. (Ritesh) | Predictive Test Advice System: Enhancing Software Testing Efficiency at ASML | |
| Sharma, S. (Shreyansh) | Novelty-promoting Behaviour in Agents: Curiosity and Diversity | |
| Shen, Y. (Yan) | Sim-to-Real Reinforcement Learning for Obstacle Avoidance and Goal Navigation in Micro Drones | |
| Smits, S. (Simone) | Predicting Type 2 Diabetes Prevalence Through Machine Learning: Correlations with Social Networks, Lifestyle, Socioeconomics and Living Environment | |
| Sreejith, A. (Athul) | Anomaly Detection in Weather Forecast Data that leads to Wildfire Events Using Unsupervised Learning | |
| Steennis, C. (Christian) | Analysis of the Relation Between Bitdepth and Timesteps in ANN to SNN Conversion | |
| Stiekema, C. (Casper) | One-Stage Neural Network Analysis for allergenic tree Pollen Counting | |
| Strijker, J. (Jonathan) | Legal Question-Answering in the Age of Large Language Models | |
| Sun, R. (Ruiqing) | Analysing Static Tracker Detection: Comparative Insights into HTTP Response Header and Graph Topology | |
| Thandu, M.P. (Mouni Priyanka) | An Algorithm for Identifying Activity Tests in Parkinson’s Disease Patients using Accelerometer Data | |
| Tian, X. (Xinzhe) | GitHub PoC Early Attention Trend as a Signal for Vulnerability Triage | |
| Tsirogiannis, C. (Christos) | Optimizing Hero Selection in Dota 2 with LLMs: Leveraging Llama 3 for Enhanced Strategy and Decision-Making | |
| Tu, S. (Siwen) | Explore the Impact of Context in News Image Captioning - CONFIDENTIAL | |
| Upase, M. B. (Mehul Bhojraj) | Bridging Analytical Gaps in Human Trafficking Detection: An Integrated Pipeline Utilizing NLP, GNNs, and GIS Based Visualizations | |
| Verwei, N. (Nino) | End-to-end Tool for DDEG Analysis and Network Inference Using Time Series Bulk mRNA Data | |
| Vink, E. de (Elze) | Analyzing the Performance of Community Detection Methods: A Group Fairness Approach | |
| Wang, J. (Jingsi) | A SOLID Information Broadcast Application for Refugees to Protect Data Security | |
| Wang, X. J. (Xue Jun) | LLMs for Biomedical NER: Comparing Zero-Shot, Few-Shot, and Instruction Tuning | |
| Westra, J. (Jelle) | Investigating the Interplay of Parameterization and Optimizer in Gradient-Free Topology Optimization: A Cantilever Case Study | |
| Wetten, F. van (Fien) | BABA IS LLM: Large Language Models Play Baba is You | |
| Wheeler, M. (Michael) | Retrieval-Augmented Generation for Answering IT Helpdesk Questions | |
| Wijne, L. (Louka) | Predicting Illegal Ship Breaking Via Fairness-aware Classifier Optimisation | |
| Wolff, L. de (Lucas) | Identifying Promising Regions of Differentiated Cardiomyocytes in Brightfield Images through Machine Learning | |
| Wu, S. (Shiran) | Region-Adaptive Vertex Reduction for Lightweight Mesh Reconstruction from Point Clouds | |
| Xin, X. (Xuening) | Efficient Event-based Eye Tracking Using a Lightweight Mamba-Based Model | |
| Xing, P. (Peiwen) | Multi-agent Symbolic Music Composition System Based on Large Language Model | |
| Xu, Z. (Zhen) | EvHandFPP: Efficient Event-Based 3D Hand Tracking from First-Person Perspective | |
| Yi, X. (Xiaolu) | How Do Science Comics Convey Scientific Information? A Case Study on the Production of a Dystopian Comic and Evaluation of its Impact on the Public's Understanding of AI Trustworthiness | |
| Yu, S. (Shihang) | Explainable AI in Android Malware Detection | |
| Yuan, H. (Haoxiang) | Enterprise Question Answering System on Technical Documents with a Large Language Model | |
| Zacharia, K. (Katherina) | Optimizing Office Lighting In Terms Of Energy and Uniformity Based on Presence Detection | |
| Zak, D. (Dekel) | A Model Counting Approach to Depth-Optimal Quantum Circuit Synthesis | |
| Zeeuw, M. de (Matthijs) | Adapting and Applying Evolutionary Algorithms to Variable Length Representations of Optimization Problems | |
| Zelenskis, N. (Nikita) | Automating CUDA kernel optimizations: An LLMdriven framework for transforming naive CUDA kernels into optimized auto-tunable kernels | |
| Zeng, P. (Pengxu) | AI-Driven Synthetic Route Length Prediction – Benchmarking Graph Neural Networks Against Traditional Machine Learning in de novo Drug Discovery | |
| Zhu, H. (Hanlei) | Improving Empathetic Dialogue through Prompt Augmentation and Vector Modulation | |
| Zuromski, J. (Jan) | Exploratory Analysis of Enforcing Class-SpecificvbFeatures in Image Reconstruction through Network Inversion Methods. | |
