PhD theses at DTU Compute starting up in 2014

PhD theses - 2018 - 2017 - 2016 - 2015 - 2014 - 2013 - 2012

PhD projects are completed and published after 3 years affiliation with DTU Compute. A title link to more information and a full-text file (pdf) in DTU Orbit (DTU University Research Information System). Before the thesis is published, see a popular summary and contact details.






Maxwell D. Walter
Principles for Scalable Many-core Operting Systems   Summary
Sven Erik Karlsson, Christian Probst          FM
Rasmus Røge
Bayesian modelling of functional whole brain connectivity  Summary
Morten Mørup, Mikkel Nørgaard Schmidt, Kristoffer H. Madsen         Cogsys
Frederik Rye Skjoldjensen
Matching and Compression of Strings with Automata and Word Packing  Summary
Philip Bille, Inge Li Gørtz, Carsten Thomassen         Algolog 
Martin Bach-Andersen
A diagnostic and predictive framework for wind turbine drive train monitoring
Ole Winther           Cogsys
Michael Riis Andersen Probabilistic models for structured sparsity  
Lars Kai HansenOle Winther  Cogsys
Sabrina L. Wendt

Modeling Pharmacokinetics and Pharmacodynamics of Glucagon for Simulation of the Glucoregulatory System in Patients with Type 1 Diabetes.

John Bagterp Jørgensen, Henrik Madsen  SC
Michael Andersen
3D Tomography for Material Science    Summary
Anders Bjorholm Dahl, Per Christian Hansen           Image
Nicolai Pedersen
Co-Simulation of Cyber-Physical System with Distributed Embedded Control Summary
Jan Madsen             ESE
David Kofoed Wind Statistical Models for Temporal Dynamics in Complex Networks  Summary
Ole Winther, Sune Lehmann Jørgensen           Cogsys
Arthur Katossky
Benchmarking and extending models of real estate price prediction, under financial regulation requirements  Summary
Lasse Engbo Christiansen, Uffe H. Thygesen Dynsys
Hasan Baig
Methods and tools for the analysis, verification and synthesis of genetic logic circuits Summary
Jan Madsen, Poul Pop      ESE
Gudmundur Einarsson
Sparse classification - Methods and applications
Rasmus Reinhold Paulsen, Line K.H. Clemmensen           Stat
David Malmgren-Hansen
Convolutional neural networks - Generalizability and interpretations Summary

Allan Aasbjerg Nielsen

Casper Bo Jensen
Quantitative evaluation of peptide analogue distribution in mouse tissue using 3D computer modelling Summary
Anders Bjorholm Dahl, Knut Conradsen Image
Rasmus Dalgas Kongskov
Segmentation-Driven Tomographic Reconstruction Summary
Kim Knudsen, Yiqiu Dong           SC
Monica Jane Emerson
Statistical Image Analysis of Tomograms with Application to Fibre Geometry Characterisation
Anders Bjorholm DahlKnut Conradsen         Image
Morten Hagdrup Model Predictive Control based on Stochastic Differential Equations Summary
John Bagterp Jørgensen, Bjarne Poulsen, Niels Kjølstad PoulsenHenrik Madsen   Dynsys
Dan Tito Svenstrup FindZebra - using machine learning to aid diagnosis of rare dieseases Summary Ole Winther         Cogsys
Alessandro Dal Corso
Towards Interactive Photorealistic Rendering
Jeppe Revall Frisvad, Andreas Bærentzen           Image Graphics
Christian Giessen
The Impact of Parametrization on Randomized Search Heuristics
Carsten Witt
Elena Bossolini

Geometric singular perturbation analysis of systems with friction

Morten Brøns, Kristian Uldall Kristiansen

Marco Fraccaro

Deep Latent Variable Models for Sequential Data
Ole Winther   Cogsys
Tuan Nguyen Trung Applications of the Deformable Simplicial Complex in Image Segmentation and Fluid Simulation Summary
Andreas Bærentzen, Vedrana Andersen Dahl           Image
Nathan Quadrio
Multiscale modelling for reservoir-well simulation at DTU compute Summary
Allan Engsig-KarupStefan Lemvig Glimberg         SC
Jonathan Dyssel Stets Visual Human-Computer Interaction
Henrik Aanæs    Image
Anders Roy Christiansen
Compressed and practical data structures for strings Summary
Philip Bille, Inge Li Gørtz           Algolog   

Luca Pezzarossa

Reconfiguration of Computation and Communication Resources in Multi-Core Real-Time Embedded Systems

Jens Sparsø, Martin Schoeberl           ESE
Peter Nystrup
Dynamics asset allocation with regime shifts: Identifying regime shifts in financial time series using models with time-varying parameters Summary
Henrik Madsen Dynsys
Marie Foged Schmidt
Prior-Driven Diffusion Regularization for Inverse Problems Summary
Kim Knudsen, Yiqiu Dong           SC
Sebastian Hoppe Jensen
Applied 3D Vision - An Empirical Study
Henrik Aanæs           Image
Anne-Sofie Wessel-Lindberg 3D Optical Coherence Tomography for Retinopathy and Optic Neuropathy Summary
Thomas Martini Jørgensen, Vedrana Andersen Dahl       Image
Martin Christian Axelsen A multi-modal modelling approach to schlzophrenia Supervised and Unsupervised machine learning methods for subtyping and prediction Summary
Lars Kai Hansen     Cogsys
Andreas Trier Poulsen
Spatial-temporal methods for EEG analysis for cognitive neuroscience
Lars Kai Hansen  Cogsys
Lars Ritschel Non-Linear Temporal Machine Learning Models for Conditioning Monitoring in Large-Scale Solar Energy Systems Summary
Ole Winther
Lars Maaløe
Deep Generative Models for Semi-Supervised Machine Learning
  Ole Winther Cogsys