| Title | Type | Start/end date | Student | Primary supervisor |
|---|
| Dynamic Gap Closure Forecasting in the DAX Index | MA thesis | March 1, 2025 - September 1, 2025 | Samarth Khajuria | Adithya Ramachandran |
| Exploring RNN-Transducers for Named Entity Recognition in Biomedical Literature | MA thesis | January 1, 2025 - January 1, 1970 | Nitish Joshi | Soroosh Tayebi Arasteh |
| Shallow Networks and AI Explainability in Context of vDCE for Breast MRI | MA thesis | February 1, 2025 - January 1, 1970 | Himanshi Shah | Julian Hoßbach |
| Incremental Learning for Classifying Document Types Based on Content and/or Layout | MA thesis | April 15, 2025 - October 15, 2025 | S M Abdul Ahad | Vincent Christlein |
| Investigation of contrastive multimodal methods for the analysis of EEG signals evoked by visual stimuli | MA thesis | May 1, 2025 - January 1, 1970 | Mark Tintemann | Achim Schilling |
| Enhancing AI Agent Capabilities for Industrial Engineering | MA thesis | April 15, 2025 - January 1, 1970 | Fabian Hildebrandt | Patrick Krauss |
| Towards Domain Adaptation of Foundational Models in Medical Imaging | MA thesis | June 1, 2025 - December 1, 2025 | Maeen Abdelbadea Nasralla Alikarrar | Joshua Scheuplein |
| Report Generation and Evaluation for 3D CT Scans Using Large Vision-Language Models | MA thesis | March 1, 2025 - August 31, 2025 | Robert Kurin | Lukas Buess |
| H2OArmor: A Dynamic Data-driven Leak Detection Framework for Varied Digital Maturity Levels in Water Utilities | MA thesis | January 1, 1970 - January 1, 1970 | Swapnali Ghumkar | Satyaki Chatterjee |
| Multimodal fusion of pose and visual information for gesture recognition in historical artworks | MA thesis | May 1, 2025 - November 1, 2025 | Nina Cholpankulova | Mathias Zinnen |
| A Comparative Study of Deep Learning Models for Brain Metastases Autosegmentation | MA thesis | April 1, 2025 - September 30, 2025 | Anqi Wang | Yixing Huang |
| Improving manual annotation of 3D medical segmentation dataset using SAM2 | MA thesis | March 1, 2025 - September 1, 2025 | Yan Wang | Chang Liu |
| Searching for evidence of world models in reinforcement learning agents | MA thesis | April 1, 2025 - January 1, 1970 | Mathis Jacob Immertreu | Patrick Krauss |
| Advanced Machine Learning-Based High Demand Forecasting of Household Energy Consumption for Enhancing Grid Operations | MA thesis | January 1, 1970 - January 1, 1970 | Souhardya Chattopadhyay | Julian Oelhaf |
| Longitudinal Analysis of Parkinson’s Disease Patients Using Natural Language Processing Methods | MA thesis | March 1, 2025 - January 1, 1970 | Zhipeng Peng | Dr.-Ing. Tomás Arias Vergara |
| Removing age bias in the context of pathological speech | MA thesis | March 1, 2025 - January 1, 1970 | Yuhan Gao | Dr.-Ing. Tomás Arias Vergara |
| Anomaly Detection of Industrial Products using Large Vision Language Models | MA thesis | January 1, 2025 - July 1, 2025 | Raksha Shet | Safoura Rezapour Lakani (Siemens AG) |
| Deep Learning–Driven Lorentzian Fitting for 31P Spectrum | MA thesis | March 3, 2025 - September 30, 2025 | Abdul Moeed | Junaid Rasool Rajput |
| Pathology detection in medical images | MA thesis | January 1, 1970 - January 1, 1970 | | Sheethal Bhat |
| Low Field MR Image Denoising | MA thesis | May 1, 2025 - October 31, 2025 | Lejian Zhu | Andreas Maier |
| Design of an improved automatic exposure control algorithm in mammography using breast shape and tissue information | MA thesis | April 2, 2025 - October 2, 2025 | Paul Sehner | Chengze Ye |
| Influence of Demographic Parameters in Radar-Based Blood Pressure Estimation | MA thesis | December 1, 2024 - January 1, 1970 | Felix Tobias Büppelmann | Nastassia Vysotskaya |
| Enhancing Breast Abnormality Detection on Mammograms with Advanced Vision-Language Models | MA thesis | January 15, 2025 - July 15, 2025 | Karim Mohamed Khalifa Abouzeid Elbarbary | Adarsh Bhandary Panambur, M.Sc. |
| Pre-processing and synthetic data generation techniques for defect detection in SiC and AlN wafers | MA thesis | March 1, 2025 - September 1, 2025 | Md Shaon Hossain Sani | Rodrigo Coelho (Fraunhofer IISB) |
| Deep Learning-Based Fault Detection and Classification in Power System Protection: A Comparative Study | MA thesis | March 15, 2025 - September 15, 2025 | Tamoghna Ghosh | Julian Oelhaf |
| Establishment of a Fully Automated Treatment Planning Pipeline for Prostate Cancer Brachytherapy (Radiotherapy) | MA thesis | April 1, 2025 - January 1, 1970 | | Andre Karius (Uniklinikum Erlangen) |
| Local Fine-Tuning of LLMs for Post-Treatment Physician Letter Prediction in Radiation Oncology Based on the Pre-Treatment Letter as well as Treatment Information from the OIS | MA thesis | October 15, 2024 - April 15, 2025 | Yuyuan Zou | Prof. Dr.-Ing. Yixing Huang |
| CADGLM – Integrating Graph Neural Networks and Large Language Models to Predict Machining Information from Graph Representations of 3D Models | MA thesis | January 1, 2025 - July 1, 2025 | Vishal Patoliya | Hermann Mayer (Siemens AG) |
| Sparse Mixture-of-Experts for Handwritten Text Recognition | MA thesis | February 6, 2025 - August 6, 2025 | Lukas Hüttner | Vincent Christlein |
| Diffusion-based Printer-proof Image Steganography for ID Documents | MA thesis | March 1, 2025 - September 1, 2025 | Mohammad Ashraf Atef Ahmed Sayed | Vincent Christlein |
| Deep Learning for low-dose Computed Tomography CAD systems | MA thesis | April 1, 2025 - September 30, 2025 | Zeinab Meivand | Dr. Anhaus (Siemens Healthineers) |
| Improving Deep Learning Target Volume Autosegmentation in Head and Neck Cancer for MR-guided Radiotherapy Treatment Planning | MA thesis | January 1, 2025 - July 1, 2025 | Sogand Beirami | Dr.-Ing. Yixing Huang |
| Automated Body Composition Analysis in Pancreatic Cancer CT Datasets using Deep Learning Auto-Segmentation | MA thesis | December 1, 2024 - June 1, 2025 | Zahra Esmaeilzadeh | Dr.-Ing. Yixing Huang |
| Development of a 3D CNN for Classifying Distortion Correction Status in Brain MRI Images for Radiotherapy Treatment Planning | MA thesis | November 15, 2024 - May 15, 2025 | Yasmine Rkik | Prof. Dr.-Ing. Yixing Huang |
| Identifying Killer Whale Vocalizations using Graph Neural Networks | MA thesis | March 13, 2025 - September 13, 2025 | Venkata Koduri | Alexander Barnhill |
| Generation of Artificial Vessel Trees for X-ray Image Analysis | MA thesis | January 1, 2025 - July 1, 2025 | Somali Roy | Florian Goldmann |
| Alzheimer’s Classification from MRI | MA thesis | January 1, 1970 - January 1, 1970 | | Dr.-Ing. Paula Andrea Pérez-Toro |
| Generative Modeling for Glottal Signals Synthesis | MA thesis | January 27, 2025 - July 25, 2025 | Su Wu | Dr.-Ing. Tomás Arias Vergara |
| Improved Deep Learning Dose Prediction for Automated Head & Neck Radiotherapy Treatment Planning | MA thesis | January 1, 1970 - January 1, 1970 | | Johann Brand (Uniklinikum Erlangen) |
| Link Prediction on Utility Networks Using Graph Neural Networks | MA thesis | January 1, 2025 - June 30, 2025 | Karan Mahesh Pahlajani | Andreas Maier |
| Parkinson’s Disease Assessment Using Gait Analysis | MA thesis | January 1, 1970 - January 1, 1970 | Poorvi Tiwary | Dr.-Ing. Paula Andrea Pérez-Toro |
| Aphasia Assessment Using Deep Learning | MA thesis | January 1, 1970 - January 1, 1970 | Piuli Basu | Dr.-Ing. Paula Andrea Pérez-Toro |
| Investigation of appropriate measures for the automated preparation and processing of modifications in diagnostic data for commissioning in vehicle production | MA thesis | December 1, 2024 - June 1, 2025 | Mrunalini Kshirsagar | Sally Zeitler |
| Building Knowledge Graphs from Legal Texts: Enhancing Decision Support with Applications in Formula 1 | MA thesis | January 13, 2025 - January 1, 1970 | Rohan Sunil Mathews | Mathias Seuret |
| Generating Styled Handwritten Images based on Latent Diffusion Models | MA thesis | January 13, 2025 - January 1, 1970 | Bin Ma | Mathias Seuret |
| Leveraging Foundational Models for Segmentation Tasks in Coronary Angiography | MA thesis | January 15, 2025 - July 15, 2025 | Shristy Sarkar | Saahil Islam |
| Automatic Delineation of the Radiotherapy Clinical Target Volume in Brain Tumour Patients | MA thesis | October 1, 2024 - April 1, 2025 | Ishita Sheth | Dr.-Ing. Yixing Huang |
| Denoising and Inpainting of 3D OCT images using Deep Learning | MA thesis | December 1, 2024 - June 2, 2025 | Hannes Altmann | Stefan Ploner |
| Exploring the Neural Representation of Language: A Comparative Analysis of MEG Brain Activity and Word Embeddings | MA thesis | January 7, 2025 - July 7, 2025 | Marriam Sajid | Achim Schilling |
| Enhancing Lithium-Ion Batteries Safety | MA thesis | December 1, 2024 - June 1, 2025 | Youssef Bouraha | Dr.-Ing. Tomás Arias Vergara |
| Generation of Region-guided Clinical Text Reports from Chest X-Ray Images Using LLMs | MA thesis | December 1, 2024 - January 1, 1970 | Mohammad Hasan | Andreas Maier |
| Foundation Models for Glacier Segmentation | MA thesis | December 15, 2024 - June 15, 2025 | Marziyeh Mohammadi | Nora Gourmelon |
| Stammering Identification using Large Language Models | MA thesis | November 1, 2024 - January 1, 1970 | Aagam Sunilbhai Shah | Dr.-Ing. Tomás Arias Vergara |
| Master Thesis – Annotation by Speech in Radiology | MA thesis | January 1, 1970 - January 1, 1970 | | Lukas Buess |
| Diffusion Model-Based Compensation of T2-induced Blurring in Ultrashort TE MRI | MA thesis | January 1, 2025 - June 30, 2025 | Luis Durner | Laura Pfaff |
| How Broken a Coil Must Be? | MA thesis | February 1, 2025 - July 31, 2025 | Ahmed Medhat Ibrahim | Prof. Dr.-Ing. habil. Andreas Maier |
| Investigating Liquidity Forecasting with Point-Based and Probabilistic Models to Enhance Financial Business Operations | MA thesis | October 1, 2024 - March 1, 2025 | Ram Saran Kakumanu | Dr.-Ing. Tomás Arias Vergara |
| Enhancing SBOM Creation with Large Language Models | MA thesis | November 1, 2024 - May 1, 2025 | Gaurav Bhalala | Dr.-Ing. Tomás Arias Vergara |
| Producing Synthetic Data for Better Defect Detection | MA thesis | November 1, 2024 - April 30, 2025 | Cheuk Hang Chan | Mathias Seuret |
| Optimizing Remote Scanning Workflow with Automated Data Extraction from Streamed Content | MA thesis | March 15, 2025 - September 15, 2025 | Dipjyoti Das | Mathias Seuret |
| Sign Language Recognition Using Transformer and Comparison with Traditional Techniques | MA thesis | November 28, 2024 - May 28, 2025 | Bilal Asghar Aziz | Mathias Seuret |
| Predictive Maintenance for Electrical Panels: Hotspot Forecasting and Anomaly Detection Using Thermal Data | MA thesis | November 8, 2024 - May 8, 2025 | Arnold Abraham | Mathias Seuret |
| Normalization of Sensor and Smartphone Gait Signals of Parkinson’s Disease Patients Using Deep Learning | MA thesis | December 1, 2024 - June 1, 2025 | Mohammad Hamza | Dr.-Ing. Tomás Arias Vergara |
| Signal-Specific Fault Detection in Vehicle Controller Area Network using Deep Learning | MA thesis | November 1, 2024 - May 1, 2025 | Vamsi Krishna Chalampalem | Dr.-Ing. Tomás Arias Vergara |
| Online Retrieval Augmented Generation for Accurate Medical Question Answering | MA thesis | December 27, 2024 - January 1, 1970 | Behnam Norouzi | Soroosh Tayebi Arasteh |
| Motion Detection and Motion Artifact Mitigation in Dual-Energy Computed Tomography | MA thesis | January 1, 2025 - July 1, 2025 | Sebastian Baum | Annette Schwarz |
| Improving Time-Resolved CT Imaging through Non-Local Spatio-Temporal Denoising | MA thesis | January 1, 2025 - July 1, 2025 | Liv Herzer | Annette Schwarz |
| LLM-Centric Framework for Ontology-Driven SPARQL Query Generation in RAG for DICOM Databases | MA thesis | January 1, 2025 - June 30, 2025 | Vicky Vicky | Tri-Thien Nguyen |
| Enhancing small-sized video object detection through temporal information and synthetic data | MA thesis | December 1, 2024 - June 1, 2025 | Philip Wagner | Mathias Zinnen |
| Optimization of CT Image Volume in Dedicated Breast CT with Circle-Spiral Trajectory | MA thesis | March 1, 2025 - September 1, 2025 | Samet Gökmen | Linda-Sophie Schneider |
| Diffusion Model-Based 3D CT Reconstruction for Arbitrary Trajectories | MA thesis | March 1, 2025 - September 30, 2025 | Arpan Chatterjee | Linda-Sophie Schneider |
| Distillation Knowledge of Large Language Models for Automotive HMI Applications | MA thesis | November 1, 2024 - May 1, 2025 | Aravind Ryali | Dr.-Ing. Tomás Arias Vergara |
| Android App Respiratory Diseases | MA thesis | January 1, 1970 - January 1, 1970 | | Dr.-Ing. Paula Andrea Pérez-Toro |
| Gen AI: Speech Emotion Recognition | MA thesis | January 1, 1970 - January 1, 1970 | | Dr.-Ing. Paula Andrea Pérez-Toro |
| Universal Image Artifact Reduction via Heterogeneous Mixture of Experts | MA thesis | November 11, 2024 - May 11, 2025 | Hanqing Liu | Yipeng Sun |
| Utilizing LLMs for medication data annotation in german medical texts | MA thesis | July 1, 2024 - March 31, 2025 | Sneha Kumari | Lukas Buess |
| Deep-learning based Long-tailed multi label disease classification | MA thesis | December 1, 2024 - May 31, 2025 | Rajesh Madhipati | Sheethal Bhat |
| Investigating Word Class Representation in LLMs Using „Probes“ | MA thesis | October 7, 2024 - April 7, 2025 | Shagun Shah | Dr. rer. nat. Achim Schilling |
| Detection of Birds and Marine Mammals in Aerial Image Sequences using Artificial Intelligence Methods | MA thesis | October 31, 2024 - February 28, 2025 | Ali Hamza | Mathias Seuret |
| Wind Power Forecasting through Probabilistic Machine Learning Models | MA thesis | November 4, 2024 - May 5, 2025 | Mohammad Hasan Khan | Mathias Seuret |
| Large Language Models for Knowledge Management in Engineering Projects | MA thesis | October 1, 2024 - April 1, 2025 | Xinyuan Tu | Andreas Maier |
| Identification of failure detection patterns in log files of Computer Tomography systems | MA thesis | October 1, 2024 - April 1, 2025 | Aishwarya Tandel | Andreas Maier |
| Differentially Private Federated Learning for Multilabel Classification of Chest Radiographs | MA thesis | October 28, 2024 - October 27, 2025 | Nellie Anne Reichmann | Soroosh Tayebi Arasteh |
| Data Augmentation Using Latent Diffusion Models for Object Detection | MA thesis | November 1, 2024 - May 1, 2025 | Ahmed Sheta | Mathias Zinnen |
| Real-World Constrained Parameter Space Analysis for Rigid Head Motion Simulation | MA thesis | December 2, 2024 - June 2, 2025 | Felix Damm | Manuela Goldmann |
| Bridging the Gap between Theoretical and Real World CT Trajectory Optimization | MA thesis | January 1, 1970 - January 1, 1970 | Anshul Dhingra | Linda-Sophie Schneider |
| Leveraging Large Language Models for Scanner-Compatible CT Protocol Generation | MA thesis | December 1, 2024 - May 31, 2025 | Xingjian Kang | Linda Vorberg |
| Dynamic Cloud Classification through Neural Networks: Integrating Video Analysis and PV Monitoring Data | MA thesis | September 1, 2024 - March 1, 2025 | Vaibhav Uppal | Ernst Wittmann (Jülich Zentrum) |
| Deep Learning for Geo-Referencing Historical Utility Documents With Geographical Features | MA thesis | September 1, 2024 - February 28, 2025 | Hatem Mousa | Andreas Maier |
| Improving OCR for Structured Documents using Domain Knowledge | MA thesis | September 15, 2024 - March 15, 2025 | Zacharias Zeiler | Mathias Zinnen |
| Medical Image Foundation Model for MR Abnormalities | MA thesis | November 1, 2024 - May 1, 2025 | Ajay Singh | Badhan Das |
| Advanced LLM Prompting for Patient-Tailored CT Protocol Adjustment | MA thesis | November 1, 2024 - April 30, 2025 | Zeinab Aliakbari Mamaghani | Linda Vorberg |
| Enhance MRI Reliability by leveraging GANs to learn corrupted Images | MA thesis | November 1, 2024 - May 1, 2025 | Sejal Bangar | Zijin Yang |
| Ensuring Quality of Bots Powered by Generative Artificial Intelligence with Automated AI-Persona-Based Testing | MA thesis | September 16, 2024 - March 16, 2025 | Muhammad Fazeel Arif | Vincent Christlein |
| xLSTM: Extended Long Short-Term Memory for Enhanced Performance and Scalability | MA thesis | October 1, 2024 - April 1, 2025 | Mohamad El Hage Ali | Vincent Christlein |
| Image2Tikz: Enhancing Image-to-TikZ Code Generation via Large Language Models Knowledge Distillation | MA thesis | March 1, 2025 - September 30, 2025 | Younis Raafat Mostafa Abdelfattah Ahmed | Linda-Sophie Schneider |
| Predictive Modeling for Pre-Conditioning in Vehicles | MA thesis | September 1, 2024 - February 28, 2025 | Nikhil Panchal | Rainer Schwarz (Mercedes Benz AG) |
| Machine Learning approach for hiring demand forecasting in Large Scale Organizations | MA thesis | August 24, 2024 - February 24, 2025 | Raj Sinha | Mikhail Kulyabin |
| CFD Simulation for Blood Flow in Embolization Procedures | MA thesis | June 1, 2024 - November 30, 2024 | Victoria Alejandra Rincon Guevara | Noah Maul |
| Feature Extraction and Dimensionality Reduction Techniques for Assessing Similarity in Large-Scale 3D CAD Datasets | MA thesis | January 1, 1970 - January 1, 1970 | Vasily Gauert | Linda-Sophie Schneider |
| Deep Learning-Based Breast Density Categorization in Asian Women | MA thesis | December 15, 2023 - June 15, 2024 | Deepak Bhatia | Adarsh Bhandary Panambur, M.Sc. |
| Attention Artifact! Misalignment and artifact detection using deep learning and augmentation | MA thesis | January 1, 1970 - January 1, 1970 | | Andreas Maier |
| Scamming Scammers using Large Language Models | MA thesis | March 1, 2025 - September 30, 2025 | Malavika Radhakrishnan | Linda-Sophie Schneider |
| Machine Learning Based Analysis of EEG Data Recorded during Stimulation with Continuous Speech | MA thesis | January 1, 2023 - July 3, 2023 | Nikola Kölbl | Dr. rer. nat. Patrick Krauß |
| Ground Truth based Convolution Kernel Initialization Method for Medical Image Segmentation | MA thesis | July 1, 2022 - January 1, 2023 | Nazmus Sakib | Zijin Yang |