Publications

Overview of publications written by staff at DTU Compute

In addition to this publication list, please use the search facilities in DTU Orbit for articles and reports of employees at DTU Compute. You will find full-texts of articles in accordance with the applicable copyright policies.

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ALL ARTICLE (3318) DISSERTATION (367) BOOK (269) CONF (2571) REPORT (181) MISC (47) PATENT (27) PEER REV (6128)
2023
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A study of Adversarial Machine Learning for Cybersecurity

Afzal-Houshmand, Sam

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Bayesian modeling and uncertainty quantification with applications in computed tomography and hemodialysis

Bangsgaard, Katrine Ottesen

Type: Ph.D. thesis

Status: Published     |    Year: 2023

 

Computational Methods for Large Ordinal Data with Crossed Random Effects

Grønberg, Manja Gersholm

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Differential Geometric Approaches to Machine Learning

Pouplin, Alison Marie Sandrine

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Economic Nonlinear Model Predictive Control for Integrated and Optimized Non-Stationary Operation of Biotechnological Processes

Wahlgreen, Morten Ryberg

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Economic Optimizing Control for a U-loop Reactor Modelling, Estimation, and Economic Nonlinear Model Predictive Control

Nielsen, Marcus Krogh

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Enhancing Situation Awareness of Maritime Surveillance Operators using Deep Learning based Abnormal Maritime Behaviour Detection

Olesen, Kristoffer Vinther

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Explainable Neural Networks for Skin Lesion Diagnosis

Jalaboi, Raluca Alexandra

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Extracting Essential Information and Making Inference from Data

Kjærsgaard, Rune Dodensig

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Formally Correct Deduction Methods for Computational Logic

From, Asta Halkjær

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Formal Security and Privacy in Cryptoeconomic Systems

Chiang, James Hsin-yu

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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In-Situ NMR based Metabonomics of Microbial Secondary Metabolites

Sørensen, Mathies Brinks

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Leveraging Artificial Pancreas Technology for Treatment Optimization in T2D

Engell, Sarah Ellinor

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Machine Learning for Molecular Science

Schreiner, Mathias

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Machine Learning for Static and Single-Event Dynamic Complex Network Analysis

Nakis, Nikolaos

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Mean Field Games in Marine Ecology

Mazuryn, Maksim

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Neuroimaging based predictions and subtyping in Schizophrenia Spectrum Disorders

Krohne, Lærke Gebser

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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On deterministic and statistical consistency for nonlinear inverse problems

Rasmussen, Aksel Kaastrup

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Personalised Micro-Intervention Technology for Diabetes Self-Management

Persson, Dan Roland

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Probabilistic 3D Reconstruction

Warburg, Frederik Rahbæk

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Production Analytics for a novel additive manufacturing system

Rotari, Marta

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Quantum Machine Learning in a World of Uncertainty

Foldager, Jonathan

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Reduction Techniques for Boolean Networks

Argyris, Georgios

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Statistics Under Stochastic Metrics

Pedersen, Cilie Werner Feldager

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Stochastic Disturbance Models A Next Generation of Model-Based Control

Thilker, Christian Ankerstjerne

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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String Indexing and Compression

Pedersen, Max Harry Rishøj

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Systematic Mathematical Modeling for Agile Development of Model Based Medical Control Systems

Reenberg, Asbjørn Thode

Type: Ph.D. thesis

Status: Published     |    Year: 2023

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Weierstrass semigroups of maximal function fields with applications to AG codes

Vicino, Lara

Type: Ph.D. thesis

Status: Published     |    Year: 2023

2022
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3D Image Segmentation with Explicit Surface-Based Priors

Jensen, Patrick Møller

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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3D shape analysis for morphometrics - Based on structured light optical scanning

Messer, Dolores

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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A machine learning framework for analysis of resting-state EEG in patients

Li, Qianliang

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Analysis of Symmetric Cryptographic Algorithms

Kidmose, Andreas Brasen

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Antimicrobial Resistance Modeling

Bangsgaard, Elisabeth Ottesen

Type: Ph.D. thesis

Status: Published     |    Year: 2022

 

A Stream Surface based approach to De-homogenization in Topology Optimization

Olsen, Tim Felle

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Bayesian Methods for Multiway Modeling and Online Hierarchical Clustering

Jørgensen, Philip Johan Havemann

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Behavioral games and emergent population dynamics

Frølich, Emil F.

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Conductivity reconstruction on Riemannian manifolds from power densities

Schlüter, Hjørdis Amanda

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Convincing Without Revealing: Strategies for Facilitating Remote Attestation under Weakened Trust Assumptions using Privacy-Enhancing Technologies

Debes, Heini Bergsson

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Data Analytics for Fog Computing

Qian, Jia

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Data driven methods for DSO smart grid operation in the context of flexible energy systems

Blomgren, Emma Margareta Viktoria

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Data-Driven Methods for Enhancing District Heating Network Operation

Bergsteinsson, Hjörleifur G.

Type: Ph.D. thesis

Status: Published     |    Year: 2022

  PDF

Data Integration for Industrial Big Data Applications

Vermue, Laurent

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Decision support tools for smart Home Energy Management Systems (HEMSs)

Vinasco, Julian Lemos

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Deep Generative Flows with Non-Bijective Layers

Nielsen, Didrik

Type: Ph.D. thesis

Status: Published     |    Year: 2022

 

Deep Latent Variable Models for Natural Language Processing

Lievin, Valentin Victor David Julien

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Deep learning methods for pediatric middle ear diagnostics

Sundgaard, Josefine Vilsbøll

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Developing and Validating Realistic Head Models for Forward Calculation of Electromagnetic Fields with Applications in EEG

Nielsen, Jesper Duemose

Type: Ph.D. thesis

Status: Published     |    Year: 2022

  PDF

Dynamics on graphs and dynamics of graphs in coupled oscillator systems of small, medium and large sizes

Jüttner, Benjamin

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Embedded Neural Networks in Resource-Constrained Hearing Instruments

Jelcicová, Zuzana

Type: Ph.D. thesis

Status: Published     |    Year: 2022

  PDF

Generalization in Deep Learning and Bayesian Graph Cut

Taborsky, Petr

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Grey-box modelling and forecasting of stormwater flow in sewer systems

Bjerregård, Mathias Blicher

Type: Ph.D. thesis

Status: Published     |    Year: 2022

  PDF

Learned Data Augmentation for Bias Correction

Schwöbel, Pola Elisabeth

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Maintenance optimization for multi-component systems using Markov decision processes

Andersen, Jesper Fink

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Markerless Motion Correction For Better Image Quality in Brain MRI

Slipsager, Jakob Mølkjær

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Model-based Process Surveillance and Optimisation for Fault Detection and Diagnosis

Rønsch, Georg Ørnskov

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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New results on multivariate phase-type distributions

Larsen, Nicolai Siim

Type: Ph.D. thesis

Status: Published     |    Year: 2022

 

NoPKI: A Point-to-Point Trusted Party Service based on Blockchain Consensus Algorithm

Chiu, Wei-Yang

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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On Learning Useful Variational Autoencoder Representations

Høegh, Rasmus Malik Thaarup

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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On the Generalization of Learned Structured Representations

Dittadi, Andrea

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Purpose Limitation and Secondary Use Prevention in Large-Scale Video Surveillance Systems

Sultan, Shizra

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Re­modelling buildings Data­efficient models to evaluate energy efficiency in operative buildings

Palmer Real, Jaume

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Safety- and Security-Aware Configuration Synthesis for Time-Sensitive Networking

Reusch, Niklas

Type: Ph.D. thesis

Status: Published     |    Year: 2022

  PDF

Secure and Efficient Protocols for the IIoT Adapting PTP and TLS to meet IIoT constraints and requirements.

Tange, Koen Pieter

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Single-trajectory Search Heuristics on Discrete Multimodal Optimization Problems

Rajabi, Amirhossein

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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The Geometry of Generative Models

Kalatzis, Dimitrios

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Tomographic Imaging of Flow Processes

Rasmussen, Peter Winkel

Type: Ph.D. thesis

Status: Published     |    Year: 2022

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Virtual Reality-Based Visualization of Large Geometric Data

Jensen, Mark Bo

Type: Ph.D. thesis

Status: Published     |    Year: 2022

2021
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A Framework for Enhancing the Modeling and Comprehension of Declarative Process Models

Abbad Andaloussi, Amine

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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A Modular Design Approach For Programmable Cyber-Fluidic Systems

Tanev, Georgi Plamenov

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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Characterizing and reducing the influence of model errors in inverse problems

Riis, Nicolai Andre Brogaard

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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Complexifications, Pseudo-Differential Operators, and the Poisson Transform

Winterrose, David Scott

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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Computational Aspects of Algebraic Geometry Codes

Solomatov, Grigory Aleksandrovich

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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Configuration Optimization of Fog Computing Platforms for Control Applications.

Barzegaran, Mohammadreza

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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Contextually Adapting Hearing Aids by Learning User Preferences from Data

Pasta, Alessandro

Type: Ph.D. thesis

Status: Published     |    Year: 2021

  PDF

Convex Relaxation Techniques for Nonlinear Optimization

Eltved, Anders

Type: Ph.D. thesis

Status: Published     |    Year: 2021

  PDF

Deep learning for histology-based cancer research and diagnostics

Thagaard, Jeppe

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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Enabling multimodal whole-brain investigation for drug discovery

Perens, Johanna

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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Global and large-scale study of complex patterns in high-resolution sleep activity data

Jónasdóttir, Sigriður Svala

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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Image Analysis for Wind Turbine Blade Structures and Materials

Jeppesen, Niels

Type: Ph.D. thesis

Status: Published     |    Year: 2021

  PDF

Instrumentation for Estimating Surface Radiometry

Doest, Mads Emil Brix

Type: Ph.D. thesis

Status: Published     |    Year: 2021

  PDF

Model Predictive Control in Urban Systems

Svensen, Jan Lorenz

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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Multi-Modal Microstructural Imaging of Brain White Matter

Andersson, Mariam

Type: Ph.D. thesis

Status: Published     |    Year: 2021

  PDF

Numerical modelling and upscaling of modified salinity waterflooding

Bonto, Maria

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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Programmatic agents and causal state abstractions

Larsen, Rasmus

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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Smart Manufacturing Frameworks

Neythalath, Narendrakrishnan

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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Social Engagement at Scale

Kowalczyk, Damian Konrad

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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Stochastic Control Theory Optimization of Energy Systems

Brok, Niclas Brabrand

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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Synthesis of Geometric Structures from Topology Optimized Multi-Scale Designs

Stutz, Florian Cyril

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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Time-predictable End-system Design for Real-Time Communication

Kyriakakis, Eleftherios

Type: Ph.D. thesis

Status: Published     |    Year: 2021

  PDF

Tomographic Segmentation from Limited Projection Data

Koo, Jakeoung

Type: Ph.D. thesis

Status: Published     |    Year: 2021

  PDF

Topological bifurcations in fluid flows with application to boundary layer eruption, vortex pair interactions and exotic wakes

Nielsen, Anne Ryelund

Type: Ph.D. thesis

Status: Published     |    Year: 2021

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Vertical Composition of Distributed Systems

Gondron, Sébastien Pierre Christophe

Type: Ph.D. thesis

Status: Published     |    Year: 2021

2020
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AntibIoTic: Securing the Internet of Things with Fog Computing

De Donno, Michele

Type: Ph.D. thesis

Status: Published     |    Year: 2020

  PDF

Data-driven Methods for Reliable Energy Performance Characterisation of Occupied Buildings

Rasmussen, Christoffer

Type: Ph.D. thesis

Status: Published     |    Year: 2020

  PDF

Differentiable formulations for inverse rendering

Hannemose, Morten

Type: Ph.D. thesis

Status: Published     |    Year: 2020

  PDF

Domain Science & Engineering. A Foundation for Software Development

Bjørner, Dines

Type: Doctoral thesis

Status: Published     |    Year: 2020

  PDF

Efficient 3D Shape Optimization with Isogeometric Analysis

Limkilde, Asger

Type: Ph.D. thesis

Status: Published     |    Year: 2020

  PDF

Efficient Operation of Energy Grids

Banis, Frederik

Type: Ph.D. thesis

Status: Published     |    Year: 2020

  PDF

Enhanced Depth Imaging OCT and OCT Angiography for Quantifying Optic Disc Drusen and Related Complications

Lindberg, Anne-Sofie Wessel

Type: Ph.D. thesis

Status: Published     |    Year: 2020

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Estimating and Simulating Structure and Motion

Jensen, Janus Nørtoft

Type: Ph.D. thesis

Status: Published     |    Year: 2020


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