| Title | Type | Start/end date | Student | Primary supervisor |
|---|
| MA thesis | August 1, 2025 - January 1, 1970 | Linda Nahar | Tri-Thien Nguyen |
| Layer-wise Analysis of Belief Representations in Transformer Language Models | MA thesis | June 1, 2025 - December 1, 2025 | Prashansa Priyadarshini | PD Dr. rer. nat. habil. Patrick Krauß |
| Deep Learning-Based Defect Detection and Classification in CdTe CT Detector Wafers | MA thesis | August 1, 2025 - January 31, 2026 | Helia Ahmadiasl | Farid Tasharofi |
| Evaluation of Forecasting Approaches for Time Series Data in the Utility Domain | MA thesis | June 1, 2025 - November 30, 2025 | Rachana Bharatbhai Patel | Andreas Maier |
| Automatic Patient Registration via DL–Based Landmark Detection On MRI Localizer Images | MA thesis | July 14, 2025 - January 14, 2026 | Zeineb Azouzi | Linda Vorberg |
| Dynamic Query Routing: Adaptive RAG Systems Leveraging Hallucination Risk and Specialization Affordance | MA thesis | March 10, 2025 - September 10, 2025 | Sijan Shrestha | Mathias Seuret |
| Improving AFFGANwriting by Exploring Deep Learning Models for Style Encoders and Image Generation of Sentence-Level Handwriting | MA thesis | June 9, 2025 - January 1, 1970 | David Onaiyekan | Mathias Seuret |
| Plug-and-Play Diffusion Models for Magnetic Resonance Imaging | MA thesis | July 1, 2025 - January 1, 2026 | Sarah Naber | Maximilian Rohleder |
| Development of an AI-Based Algorithm for the Correction of Moiré Artifacts in Digital Radiography | MA thesis | July 7, 2025 - January 7, 2026 | Shadi Khamseh | Joshua Scheuplein |
| Synthetic Non-Contrast CT Angiography Image Generation using Deep Learning Methods | MA thesis | August 1, 2025 - January 31, 2026 | Sahel Shaban Bloukat | Jacopo Bracci |
| Advanced Machine Learning Models for Leakage Detection and Localization in Water Distribution Networks Using Real-System Data | MA thesis | February 1, 2025 - July 31, 2025 | Derin Çakıroğlu | Andreas Maier |
| Evaluating Large Language Models Using Gameplay (ClemBench) | MA thesis | May 1, 2025 - November 1, 2025 | Mohammed Jawwad | Vincent Christlein |
| Exploring Species-level Similarity in Bayesian Stimulus Priors of Artificial Intelligent Agents | MA thesis | April 1, 2025 - September 30, 2025 | Awritrojit Banerjee | PD Dr. rer. nat. habil. Patrick Krauß |
| Deep Learning-based Classification of Body Regions in Intraoperative X-Ray Images | MA thesis | August 5, 2025 - February 5, 2026 | Anindya Banerjee | Joshua Scheuplein |
| Diffusion Transformer for CT artifacts compensation | MA thesis | May 15, 2025 - November 15, 2025 | Ziye Wang | Yipeng Sun |
| From Prompt to Command: Adaptation of LLMs for Robotic Task Execution in Manufacturing | MA thesis | July 1, 2025 - January 7, 2026 | Ahmad Hegazy | Soroosh Tayebi Arasteh |
| Fast heart sound detection using audio fingerprint | MA thesis | May 1, 2025 - November 1, 2025 | Shayan Alvandnyia | Dr.-Ing. Tomás Arias Vergara |
| Style-based Handwriting Generation with LCM Diffusion Transformer | MA thesis | May 26, 2025 - November 26, 2025 | David Bogdahn | Marcel Dreier |
| Depth-Aware Detector Localization in Freehand X-Ray Imaging | MA thesis | June 1, 2025 - December 1, 2025 | Mostafa Asadi | Annette Schwarz |
| Surrogate Model for Physics Informed Lifetime Prediction in Power Electronics based on Mission Profiles | MA thesis | April 1, 2025 - October 1, 2025 | Abantika Bose | Prof. Dr.-Ing. habil. Andreas Maier |
| Evaluating the Effectiveness of Large Language Models in Named Entity Recognition in Specialized Industrial Domain | MA thesis | February 24, 2025 - January 1, 1970 | Shouvik Chattopadhyay | Soroosh Tayebi Arasteh |
| Vision-Language Models for Pathology Report Generation from Gigapixel Whole-Slide Images | MA thesis | April 30, 2025 - January 1, 1970 | Shubham Gupta | Soroosh Tayebi Arasteh |
| 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 | April 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 - September 1, 2025 | 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 |
| 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 | January 1, 1970 - January 1, 1970 | 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) |
| 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 | April 21, 2025 - October 21, 2025 | | 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 |
| 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 Battery Safety | MA thesis | December 1, 2024 - June 1, 2025 | Youssef Bouraha | Dr.-Ing. Tomás Arias Vergara |
| 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 |
| 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 |
| 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 |
| Online Retrieval Augmented Generation for Accurate Medical Question Answering | MA thesis | December 27, 2024 - September 1, 2025 | 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 |
| 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 |
| 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 |
| 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 |
| Differentially Private Federated Learning for Multilabel Classification of Chest Radiographs | MA thesis | October 28, 2024 - October 27, 2025 | Nellie Anne Reichmann | Soroosh Tayebi Arasteh |
| FVR-ADNeRF: Attention-Driven NeRFs for Few-View Reconstruction to enable CT Trajectory Optimization | MA thesis | April 1, 2025 - October 1, 2025 | Anshul Dhingra | Linda-Sophie Schneider |
| 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) |
| Enhancing MRI Reliability By Leveraging GANs To Learn Corrupted Images | MA thesis | November 1, 2024 - May 1, 2025 | Sejal Bangar | Zijin Yang |
| 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 |
| Contrastive Learning of 3D Objects via Patch-Level Point Cloud Encoding for Similarity Matching | MA thesis | April 1, 2025 - October 1, 2025 | Maximilian Stefan Kritzenthaler | Linda-Sophie Schneider |
| 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 |