Mathematics (Faculty of Engineering)
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- 2024
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Mark
Using NeRF- and Mesh-Based Methods to Improve Visualisation of Point Clouds
(
- Master (Two yrs)
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Mark
Virtual H&E Staining Using PLS Microscopy and Neural Networks
(
- Master (Two yrs)
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Mark
Multivariate time series classification in time-sensitive environments using deep learning
(
- Master (Two yrs)
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Mark
Using Neural Radiance Fields and Gaussian Splatting for 3D reconstruction of aircraft inspections
(
- Master (Two yrs)
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Mark
Uncertainty Quantification in Deep Learning for Breast Cancer Classification in Point-of-Care Ultrasound Imaging
(
- Master (Two yrs)
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Mark
Scalable Gaussian Process Assisted Positioning Using Cell Fingerprinting
(
- Master (Two yrs)
- 2023
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Mark
A geometric approach to calculating the limit set of eigenvalues for banded Toeplitz matrices
(
- Master (Two yrs)
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Mark
Winter Wheat Harvest Prediction Using Primarily Satellite Radar Data from Sentinel-1
(
- Master (Two yrs)
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Mark
Self-supervised representation learning from electrocardiogram data for medical applications
(
- Master (Two yrs)
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Mark
Friezes, Triangulations, and Trees
2023) In Bachelor's Theses in Mathematical Sciences MATK11 20222(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)
Centre for Mathematical Sciences- Bach. Degree
-
Mark
Map generation using a smartphone’s built in localisation and mapping algorithms
(
- Master (Two yrs)
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Mark
Groups with Noetherian Group Rings
2023) In Bachelor's Theses in Mathematical Sciences MATK11 20222(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)
Centre for Mathematical Sciences- Bach. Degree
-
Mark
Modelling the effects of substituting pollinators in decline
2023) In Bachelor's Theses in Mathematical Sciences FMAL01 20231(
Mathematics (Faculty of Engineering)- Bach. Degree
-
Mark
Individual Layer Scaling and Redundancy Reduction of Singleshot Multiplane Images for View Synthesis
(
- Master (Two yrs)
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Mark
Fingerprint Synthesis Using Deep Generative Models
(
- Master (Two yrs)
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Mark
Classification of almost monomial subalgebras of small codimension
2023) In Bachelor's Theses in Mathematical Sciences MATK11 20231(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)
Centre for Mathematical Sciences- Bach. Degree
-
Mark
Contactless palm print recognition: Novel design and palm openness classification
(
- Master (Two yrs)
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Mark
Deep Learning Based Out-of-focus Detection on Surveillance Footage
(
- Master (Two yrs)
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Mark
Structure from Motion with a Neural Network
(
- Master (Two yrs)
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Mark
Joint CFR and DPD optimization for 5G Digital Front Ends
(
- Master (Two yrs)
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Mark
Assessing the Efficiency of COLMAP, DROID-SLAM, and NeRF-SLAM in 3D Road Scene Reconstruction
(
- Master (Two yrs)
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Mark
Automated Interpretation of Lung Ultrasound for COVID-19 and Tuberculosis diagnosis
(
- Master (Two yrs)
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Mark
A Borel-Cantelli lemma for non-stationary dynamical systems
(
- Master (Two yrs)
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Mark
Detecting Images Outside Training Distribution for Fingerprint Spoof Detection
(
- Master (Two yrs)
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Mark
Enhancing person re-identification: leveraging DensePose for improving occlusion handling and generalization
(
- Master (Two yrs)
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Mark
An Introduction to p-adic Analytic Groups
2023) In Bachelor's Theses in Mathematical Sciences MATK11 20231(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)
Centre for Mathematical Sciences- Bach. Degree
-
Mark
Particle Detection in Bone Marrow Using CNNs and Transformer Networks
(
- Master (Two yrs)
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Mark
Constructing Subalgebras of K[x] Using the Minimal Polynomial
(
- Master (Two yrs)
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Mark
Generation of Synthetic White Blood Cell Images Using Denoising Diffusion
(
- Master (Two yrs)
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Mark
Learning Based Road Estimation
(
- Master (Two yrs)
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Mark
Unsupervised Anomaly Detection in Multivariate Time Series Using Variational Autoencoders
(
- Master (One yr)
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Mark
Reinforcement Learning for the Optimization of Explicit Runge-Kutta Method Parameters
2023) In Bachelor's Theses in Mathematical Sciences NUMK11 20231(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)
Centre for Mathematical Sciences- Bach. Degree
-
Mark
Improving Image Stabilization in Modern Surveillance Cameras
(
- Master (Two yrs)
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Mark
An Introduction to Hitchin Systems
2023) In Bachelor’s Theses in Mathematical Sciences MATK11 20231(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)
Centre for Mathematical Sciences- Bach. Degree
-
Mark
Implementation and study of boundary integral operators related to PDE:s in the plane
(
- Master (Two yrs)
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Mark
The p-adic numbers and Hensel's lemma
2023) In Bachelor's Theses in Mathematical Sciences MATK11 20221(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)
Centre for Mathematical Sciences- Bach. Degree
-
Mark
Zero Spectrum Subalgebras of K[x] Described by Higher Derivatives
2023) In Bachelor's Theses in Mathematical Sciences FMAL01 20232(
Mathematics (Faculty of Engineering)- Bach. Degree
- 2022
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Mark
Modeling rush hour vehicular traffic using a machine learning approach
(
- Master (Two yrs)
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Mark
Complex Multiplicative Calculus and Mixed Problems
2022) In Bachelor's Theses in Mathematical Sciences MATK11 20221(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)- Bach. Degree
-
Mark
Non-Destructive Biomass and Relative Growth Rate Estimation in Aeroponic Agriculture using Machine Learning
(
- Master (Two yrs)
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Mark
Identifying Piggybacking with Radar and Neural Networks
(
- Master (Two yrs)
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Mark
Detection of Breast Cancer in Pocket Ultrasound Images Using Deep Learning
(
- Master (Two yrs)
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Mark
Optimization algorithms underlying neural networks: Classification of meditative states by use of recurrent neural networks
2022) In Bachelor's Theses in Mathematical Sciences MATK11 20212(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)
Centre for Mathematical Sciences- Bach. Degree
-
Mark
Parallelization of stationary linear iterative methods for solving Poisson type PDE's
2022) In Bachelor's Theses in Mathematical Sciences NUMK01 20182(
Mathematics (Faculty of Engineering)- Bach. Degree
-
Mark
Segmentation, Classification and Tracking of Objects in LiDAR Point Cloud Data Using Deep Learning
(
- Master (Two yrs)
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Mark
Automating Water Orientation in Neutron Crystallography using Convolutional Neural Networks
(
- Master (Two yrs)
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Mark
Virtual Staining of Blood Cells using Point Light Source Illumination and Deep Learning
(
- Master (Two yrs)
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Mark
Depth of field post-processing using neural networks
(
- Master (Two yrs)
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Mark
Augmentation for Generalization
(
- Master (Two yrs)
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Mark
Image classification for improving an IR-signal classification in a semi-supervised learning pipeline
(
- Master (Two yrs)
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Mark
Improving a Background Model for Tracking and Classification of Objects in LiDAR 3D Point Clouds
(
- Master (Two yrs)
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Mark
Bieberbach's Theorem, Normal Families and Approximation by Single-Slit Maps
2022) In Bachelor's Theses in Mathematical Sciences MATK11 20221(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)- Bach. Degree
-
Mark
Pre-classification of Hairy Cells Using Supervised Contrastive Learning
(
- Master (Two yrs)
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Mark
Observation Based Modeling of Liquid Slosh in Drop Tests
(
- Master (Two yrs)
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Mark
Aerial View Image-Goal Localization with Reinforcement Learning
(
- Master (Two yrs)
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Mark
Design, implementation and evaluation of a deep learning prototype to classify non-pigmented malignant skin cancer from dermatoscopic images
(
- Master (Two yrs)
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Mark
Normal Families and Picard's Great Theorem
2022) In Bachelor's Theses in Mathematical Sciences MATK11 20221(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)- Bach. Degree
-
Mark
Evaluation of Convolutional Neural Networks for Image Quality Classification based on Synthetic Data
(
- Master (Two yrs)
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Mark
A First Step Towards an Algorithm for Breast Cancer Reoperation Prediction Using Machine Learning and Mammographic Images
(
- Master (Two yrs)
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Mark
Var finns källaren? - Bildigenkänning av källarfönster på ’street view’-bilder.
(
- Master (Two yrs)
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Mark
Pose classification of people using high resolution radar indoor
(
- Master (Two yrs)
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Mark
Multi-Camera Multi-Person Tracking Using Reinforcement Learning
(
- Master (Two yrs)
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Mark
Domain adaptation for white blood cell classification - Bridging the gap created by optical hardware upgrades
(
- Master (Two yrs)
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Mark
Automated HER2 Scoring of Breast Cancer Tissue using Upconverting Nanoparticle Images
(
- Master (Two yrs)
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Mark
Gene Expression Guided Distance Metric Learning for Breast Cancer Whole Slide Image Analysis
(
- Master (Two yrs)
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Mark
Detecting red blood cells and platelets in blood smears using a single multi-class object detector
(
- Master (Two yrs)
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Mark
Comparing characterizations of Carmichael numbers for computation
2022) In Bachelor's Theses in Mathematical Sciences FMAL01 20221(
Mathematics (Faculty of Engineering)- Bach. Degree
-
Mark
Automatic 3D Segmentation in CT images of Congenital Heart Defects using Deep Learning
(
- Master (Two yrs)
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Mark
Modeling code quality using machine intelligence
(
- Master (Two yrs)
-
Mark
Embedded eigenvalues for asymptotically periodic ODE Systems
(
- Master (Two yrs)
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Mark
On Representations and Characters of Groups
2022) In Bachelor's Theses in Mathematical Sciences MATK11 20221(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)- Bach. Degree
-
Mark
A Prime or Not a Prime? That is the Question
2022) In Bachelor's Theses in Mathematical Sciences MATK11 20212(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)- Bach. Degree
-
Mark
Radar Detection Using Deep Learning
(
- Master (Two yrs)
-
Mark
Describing Finite Codimensional Polynomial Subalgebras Using Partial Derivatives
(
- Master (Two yrs)
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Mark
Impact of model architecture and data distribution on self-supervised federated learning
(
- Master (Two yrs)
-
Mark
CMC Tori in the Generalised Berger Spheres and their Duals
2022) In Bachelor's Theses in Mathematical Sciences MATK01 20231(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)
Centre for Mathematical Sciences- Bach. Degree
- 2021
-
Mark
Using Machine Learning to Detect Grapevine Disease in Wine Production
(
- Master (Two yrs)
-
Mark
Identifying obstacles and key measurements of roof surfaces using a digital surface model and an orthomosaic
(
- Master (Two yrs)
-
Mark
Properties of the Ahlfors function
2021) In Bachelor’s Theses in Mathematical Sciences MATK11 20211(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)- Bach. Degree
-
Mark
Cyclotomic Fields and Fermat's Last Theorem
2021) In Bachelor's Theses in Mathematical Sciences MATK11 20211(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)- Bach. Degree
-
Mark
AI-Driven Meal Planning in the FoodTech Industry: A Reinforcement Learning Approach
(
- Master (Two yrs)
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Mark
Learned Multi-Sensor Indoor Positioning of Mobile Devices
(
- Master (Two yrs)
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Mark
Analysing the quality of PlaneRCNN plane parameters using a structure from motion system
(
- Master (Two yrs)
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Mark
Simple proofs of the continuity and nowhere differentiability of fractal curves
2021) In Bachelor's Theses in Mathematical Sciences MATK11 20211(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)- Bach. Degree
-
Mark
Symbolic Regression using Genetic Programming Leveraging Neural Information Processing
(
- Master (Two yrs)
-
Mark
The what, how and why of finite projective planes
2021) In Bachelor's Theses in Mathematical Sciences MATK11 20211(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)- Bach. Degree
-
Mark
The derivation of first- and second-order backpropagation methods for fully-connected and convolutional neural networks
2021) In Master's Theses in Mathematical Sciences NUMM03 20211(
Mathematics (Faculty of Engineering)
Centre for Mathematical Sciences- Master (Two yrs)
-
Mark
Evaluation of Instance Segmentation Methods in the Context of Construction Waste
(
- Master (Two yrs)
-
Mark
Abnormality detection in diagnostics data from network cameras
(
- Master (Two yrs)
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Mark
Data Augmentation to Improve Cross-Domain Generalization in Deep Learning MRI Segmentation
(
- Master (Two yrs)
-
Mark
Scenario Dose Calculation for Robust Optimization in Proton Therapy Treatment Planning
(
- Master (Two yrs)
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Mark
An Elementary Proof of the Jordan Curve Theorem and its Application to the Poincaré-Bendixson Theorem
2021) In Bachelor's Theses in Mathematical Sciences MATK11 20211(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)- Bach. Degree
-
Mark
Aortic Segmentation in Real-Time Flow Exercise Cardiac Magnetic Resonance Images using Convolutional Neural Networks
(
- Master (Two yrs)
-
Mark
Domain Adaptation for Combined CT and CBCT Deep Learning Segmentation
(
- Master (Two yrs)
-
Mark
Generative Adversarial Networks in Lip-Synchronized Deepfakes for Personalized Video Messages
(
- Master (Two yrs)
-
Mark
Automatic Left Ventricle Segmentation of Long-Axis Cardiac MRI-Images
(
- Master (Two yrs)
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Mark
Automated 3D Bone Segmentation using Deep Learning in Scoliosis
(
- Master (Two yrs)
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Mark
Self-supervised monocular depth estimation for dynamic scenes
(
- Master (Two yrs)
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Mark
Scheme Theory & Weak Mordell-Weil for Elliptic Curves Over Number Fields
2021) In Bachelor's Theses in Mathematical Sciences MATK11 20211(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)- Bach. Degree
-
Mark
Brownian Motion and the Dirichlet Problem
2021) In Bachelor's Theses in Mathematical Sciences MATK11 20211(
Mathematics (Faculty of Engineering)
Mathematics (Faculty of Sciences)- Bach. Degree