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Colloquia 2018
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Statistics and Biomathematics Seminar
Abstracts
The Björn Dahlberg Fund
Carmen and Björn Dahlberg
Gotbin
Centres
GMMC
Vision
Strategic relevance
Research programme
Biomathematics
Mathematical models for metabolism and signalling pathways
Image processing, Spatial statistics
Particle tracking
Quantitative cell studies
Gel structure modelling
Improved design and analysis of FRAP experiments
Optimisation and modelling
Cancer treatment through the IMRT technique
Positioning System Optimisation
Combustion Engine Optimisation
Designing for optimal risk exposure
Optimization of Maintenance Activities - Models, Methods and Applications
Robust Multiobjective Design Optimization with Simulation
Risk, Reliability, Quality
Reliability and quality
Management of economic risks
Spatiotemporal stochastic models with environmental and marine applications
Recent activities and publications
Exploring unreliability and its countermeasures
Fatigue Design for Safety
Solved problems
Organization
Events
GMMC days
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Research projects at Mathematical Sciences
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A demonstrator for virtual planning and scenario analysis of invisible environmental factors with...
In today's urban planning, calculated maps are used for noise and air pollution, whose constrained and abstract information content limits usage. We want to develop a better tool...
A novel ultrafast method for detecting multiresistant bacteria in intensive care units
See Swedish site for more information. Partner organizations Lund University (Academic, Sweden) Karolinska Institutet (Academic, Sweden) Uppsala University (Academic, Sweden)
Algebraic and combinatorial analysis of elliptic lattice models
We will study mathematics related to elliptic lattice models of statistical mechanics, such as the eight-vertex model, the eight-vertex-solid-on-solid (8VSOS) model and the...
Allmänna superpositionsgränsfördelningar för punktprocesser och stokastiska mått
See Swedish site for more information.
Analysis of the SHRP2 Naturalistic Driving Study Data
See Swedish site for more information. Partner organizations The Swedish National Road and Transport Research Institute (VTI) (Research Institute, Sweden) University of Gothenburg...
Analysis on symmetric and locally symmetric spaces. Representations of Lie groups.
See Swedish site for more information. Partner organizations Ohio State University (Academic, USA) Cornell University (Academic, USA) University of Tokyo (Academic, Japan) University...
Applications of forensic statistics
Forensic statistics encompasses all applications of statistical methodology to forensic questions (i.e., legal questions answered with scientific methods). In this project, the focus...
Approximation and simulation of Lévy-driven SPDE
Numerical analysis of stochastic partial differential equations is a quite young and very active area of research. Since analytical solutions of these equations are only rarely...
Asymptotics for solutions of Diophantine equations
Diofantiska ekvationer med oändligt många lösningar Mitt projekt handlar om diofantiska ekvationer, som är polynomekvationer i flera variabler där endast heltalslösningar är tillåtna...
Automated uncertainty quantification for numerical solutions of partial differential equations
Uncertainties and measurement errors permeate all fields of computational science. In the biomedical disciplines, the uncertainties inherent in data acquisition and processing pose...
Big data based autonomous navigation system for safe and efficient shipping
Most of the maritime accidents are caused by human-related operational mistakes. Harsh sailing environments at sea also challenge the capability of crewmembers to operate a ship in an...
CHallenges in Preservation of Structure (CHiPS)
See Swedish site for more information. Partner organizations Norges teknisk-naturvitenskapelige universitet (Academic, Norway) MathWorks (Private, Sweden) University of Bergen...
Characterization of antibiotic resistance in bacterial communities: novel methods using next...
The accelerated development of antibiotic resistance is one of the most urgent threats to human health. Bacteria become resistant to antibiotics by acquiring resistance genes through...
Collaborative Augmented Reality for increased efficiency and interactivity of infrastructure...
Today, inspections of transport infrastructure and maintenance operations rely to a large extent on manual, analogue and fragmented processes which consequently make the current...
Complex analysis and convexity
The importance of convexity in complex analysis has been realized for a very long time. This project concerns, to a large part, the exploitation of one aspect of convexity whose...
Complex Brunn-Minkowski inequalities
The object of the proposal is to exploit the similarities between classical Brunn-Minkowski theory and results on curvature of complex vectorbundles, and apply the results in Kahler...
Complex geometry in equilibrium
The main aim of this project is to introduce a new approach to certain geometric problems which play a central role in current mathematics. More precisely, the project will study...
CoSiMa - concept for industrial development for the sustainable soft materials of the future
Many industry sectors face the challenge of rapidly converting to an efficient development of sustainable materials and products, but with unchanged requirements on product...
CoSiMa - Concept for industrial development of the bio-based soft materials of the future
The purpose with this project is to provide Swedish industry with tools to remain competitive while developing biobased materials and products in industrial segments with complex...
Decision support systems for the optimal maintenance of wind power plants
For information about the project, see the Swedish web page
Deep learning and likelihood-free Bayesian inference for stochastic modelling
We construct new methods to produce accurate Bayesian statistical inference for parameters in stochastic dynamical models. Mathematical models for real-world applications are complex...
Development of mathematical models and methods for optimal condition based maintenance, especially...
The purpose of the project is to introduce, study, solve, and apply a generic model for the optimization of maintenance activities within power production and energy-intensive...
Development of mathematical optimization models and methods towards a successful integration of...
Vindkraftssnurror blir en allt vanligare syn på slätten och mot horisonten. Efter riksdagens beslut om en planeringsram för 30 TWh vindkraft fram till år 2020, varav 10 TWh till havs...
Development of Revolutionary and Accurate Methods for Safety Analyses of Future and Existing...
Current practices for assessing the safety of nuclear reactor systems rely on a “divide-and-conquer” strategy, where the different physical phenomena and scales are solved by...
Development of robust mathematical models and methods for the treatment of cancer
This project concerns the treatment of cancer in the head-and-neck region, using external radiation by means of intensity-modulated radiation therapy (IMRT). It is a challenging task...
Digital Twin Cities Centre
Recent advances in technology have enabled the creation of digital twins of cars and airplanes that can now be modelled, simulated and optimized before they even leave the drafting...
Effect based aircraft maintenance planning and operations support
This project has a twofold purpose connected to urgent matters in tomorrow’s aircraft systems. We will study, develop and demonstrate efficient methods for management and control of...
Explicit numerical methods for the time discretisation of stochastic wave equations
See Swedish site for more information.
Extension of homogenisation techniques for multicellular systems
Från mikro till makro: nya metoder för att beskriva multicellulära system Utvecklingen från en enskild cell till en fullvuxen individ är resultatet av ett komplicerat samspel mellan...
Extracting information from complicated point patterns
The aims and main challenges of the project are to develop methods, models, and software to analyse and model 3D point pattern data, to construct cluster models that allow interaction...
Extreme Episodes
The goal of this proposal is to create mathematical and statistical theory for Extreme Episodes in random processes, and to use the theory to solve significant practical problems. The...
Färgning av slumpmässiga ekvivalensrelationer, slumpvandringar på dynamisk perkolation och...
See Swedish site for more information.
Focus on glioblastoma: using patient-derived cell lines to decipher tumor expansion and evaluate new...
In this proposal, we will implement a cross-disciplinary research program to target glioblastoma, the most common form of brain cancer. In the affected patient, a glioblastoma expands...
From experiments with images to 3D models
See Swedish site for more information.
Fuel efficient offroad transport
The usage of construction equipment performing off-road transports variesgreatly. The product characteristics of the machines in terms of fuel consumption,durability etc. thus also...
Future Industrial Services Management
Service and maintenance of processes and products are necessary for the availability of products and production, while unexpected failures may be very costly or even catastrophic. New...
Future's depots: Roadmap for enhanced research and innovation in rail vehicle maintenance
The Royal Institute of Technology, in cooperation with Chalmers university of technology and the School of business, economics, and law, University of Gothenburg, has been granted a...
Gaussian random field based models for the porous structure of pharmaceutical film coatings
Drug release from oral tablets can be controlled using polymer film coatings, and is determined by the porous structure of the coatings.
Generalised Euler equations: theory, numerics, and computational anatomy
The mathematical field of generalised Euler equations concerns a class of differential equations with a rich geometric structure. There is a vast range of applications in which such...
Geometric analysis and applications to microbe ecology
My research team will apply the tools of geometric, microlocal, and harmonic analysis to the following categories of long-standing open problems: 1) geometric inverse problems...
Geometric numerical methods for computational anatomy
Computational anatomy (CA) is a state-of-the-art mathematical framework for deformation based registration of medical images and other shapes, for example of human organs acquired by...
Geometry and Computational Anatomy (GEOCA)
The past decades have brought fascinating technological improvements of medical imaging techniques. This rapid development is accompanied by a growing need for computer based...
Group algebras and multipliers
We propose a research program with interests in operator algebras, operator spaces, abstract harmonic analysis and operator theory. The main aim of the proposal is the study of Banach...
Hierarchical mixed effects modelling of dynamical systems
Main objectives Biological dynamic systems are heterogeneous and hierarchal. Individual cells may respond or behave differently as do individual human subjects. Studying population...
Higher-dimensional structures on hypersurfaces
For information about the project, see the Swedish web page
Higher-dimensional structures on hypersurfaces
See Swedish site for more information.
Hilbert modules of analytic function spaces
See Swedish site for more information.
Improving Bayesian Network computational and modeling methods, with applications in forensics
Within the Bayesian paradigm for statistics, posterior probability distributions for variables of interest are computed based on fully specified stochastic models, which may be...
Integrated DEsign and AnaLysis of small population group trials (IDEAL)
There exist more than 7000 rare diseases worldwide and the European Society of Paediatric Oncology stated that 75% of rare diseases affect children and 30% of rare disease patients...
Interacting particle systems, kinetic equations and mean field games
The project deals with several aspects of interacting many particle systems, and in particular the limits when the number of particles approach infinity. A key concept is propagation...
Interlinked combinatorial and geometrical optimization problems in an autonomous automotive...
This PhD project aims to face some industrial challenging problems revealed in "Smart Assembly 4.0" and to develop suitable tools to solve them, where the goal is to connect...
Kähler-Einstein metrics, random point processes and variational principles (RANDOM-KAHLER)
In broad terms the aim of this proposal is to introduce a new probabilistic approach to the study of Kähler-Einstein (K-E) metrics on complex manifolds. A precise procedure, based on...
Komplex geometri och statistisk mekanik
See Swedish site for more information.
Latent jump fields for spatial statistics
Latent models are at the heart of modern statistical modeling. They are needed whenever the process of interest is observable only through indirect observations, such as measurements...
Local and global properties of approximate lattices
Approximate lattice were first introduced by Tobias Hartnick and myself in our paper "Approximate lattices" (Duke 2018). They can be viewed as a merger of approximate groups...
Matematik för elektronstrålesmältning: 3D-skrivning i metall
3D printing, or additive manufacturing (AM), is an emerging technology that has gained a lot of attention recently. In the area of AM, electron beam melting (EBM), developed by the...
Matematiken bakom supersymmetriska gittermodeller och supersymmetriska kvantfältteorier
See Swedish site for more information.
Material structures seen through microscopes and statistics
Materials with new, unique, unforeseen and optimized properties lead to spectacular advances in technology for the health, energy, transportation, water management and food...
Mathematical modelling and numerical analysis of radiation particle transport [Convection-diffusion...
The proposed research program concerns mathematical modelling, development, convergence analysis and implementations of numerical methods for radiation particle transport and Vlasov...
Mathematical modelling of large scale integration of variable electricity generation - a new...
EU:s färdplan 2050 konstaterar att utsläppen av växthusgaser måste minska med ca 85% fram till år 2050 för att den globala uppvärmningen ska begränsas till 2°C. Förnybara energikällor...
Mathematical phylogenetics
- Bartoszek K. and Sagitov S. A Consistent Estimator of the Evolutionary Rate. Journal of Theoretical Biology 371 (2015) 69-78. -Bartoszek K. and Sagitov S. Phylogenetic confidence...
Modeling environmental loads and structural responses
Any maritime activity is exposed to variable environment, waves, winds and, in larger scales, storms and consequences of climate change. Safety of sea transports, risk assessment in...
Modular estimation of graphical models
See Swedish site for more information.
Multi-disciplinary research for a Safe Transition to automated transport in the cities of tomorrow...
The Automated Driving Safety (ADS) project, sponsored by Chalmers Area of Advance Transport, contributed to the birth of a new Marie Curie Innovative Training Network project...
Multimesh space-time finite element methods
Inom naturvetenskapen formuleras alltmer precisa modeller av vårt universum. I mer än 100 år har dessa modeller mycket framgångsrikt formulerats som partiella differentialekvationer...
New results for classical stochastic population models
Sagitov S. Regenerative multi-type Galton-Watson processes. Submitted (August 2017). Lindo A. and Sagitov S. General linear-fractional branching processes with discrete time...
Next Generation Comparative Genomics
Next generation sequencing (NGS) have revolutionized molecular biology. The bottle neck is the availability of computational tools to assign meaning to all this data. We propose a...
NICE - Novel instruments for effect-based assessment of chemical pollution in coastal ecosystems
Every hour 70 new chemicals are registered and every year about 500 of them will be found in new products. Sooner or later all of these chemicals will end up in the environment and...
NoCURE: Novel Carbapenemases - UnRaveling the Enviromental reservoir
Infektioner orsakade av multiresistenta bakterier ökar över hela världen. Bara i Europa dör 25000 personer per år av infektioner orsakade av resistenta bakterier. Samtidigt når allt...
Noise sensitivity, optimal graphs and perturbations of interacting particle systems
This proposed project has three subprojects. Some parts of the project are suitable for a Ph.D. student. The first part deals with noise sensitivity. One has n coin flips and some...
Noise sensitivity, phrase transitions and interacting particle systems
See Swedish site for more information.
Nonlocal deterministic and stochastic differential equations: analysis and numerics
An important problem in spatial statistics is to generate random fields with prescribed covariance properties. A direct approach starting from a given covariance function can be...
Nonsmooth convex optimization - theory and solution methodology
In a long series of projects, we study nonsmooth convex optimization problems. The topics studied include theory - mathematical and related complexity properties - as well as...
Novel methods for improved statistical inference in quantitative metagenomics
In metagenomics communities of microorganisms are studied by observing random fragments of their genomes. The potential of metagenomics have increased with the introduction of next...
Numerical analysis and simulation of PDEs with random dispersion
See Swedish site for more information.
Numerical Analysis of Stochastic Partial Differential Equations
The NASPDE workshop takes place once a year. The goal of this conference is to promote recent advances in Numerical Analysis related to Stochastic Partial Differential Equations...
Numerical methods for computational anatomy
The project in this proposal initiates a research group at Chalmers University of Technology with expertise in geometric integration for partial differential equations (PDEs) and...
Numerical methods for stochastic partial differential equations
See Swedish site for more information.
Numerical methods for stochastic partial differential equations
See Swedish site for more information. Partner organizations Chinese Academy of Sciences (Research Institute, China) Changsha University of Science and Technology (Academic, China)
Optimization in smart grid
Optimization is indispensable to engineering and natural sciences. Despite the tremendous advancements in the field of optimization, often we are still faced with optimization models...
Optimization, algorithms, and phase transitions
Optimering, algoritmer och fasövergångar. De kanske mest kända typerna av fasövergångar är de som gett upphov till termometerskalan. Vid normalt tryck ändrar vanligt vatten dramatiskt...
Optimized vehicles based on customer usage
See Swedish site for more information. Partner organizations SP Sveriges Tekniska Forskningsinstitut AB (Research Institute, Sweden) Volvo Group (Private, Sweden)
Particle systems, kinetic equations and applications
Luften ser mycket olika ut, beroende på i vilken skala man betraktar den, på hur starkt förstoringsglas man använder. I vårt dagliga liv ser vi den inte alls, men vi kan mäta en del...
Percolation theory and spatial interaction
Percolation theory is one of the most lively areas in probability theory, and is of considerable importance to the grand project of statistical mechanics, which is to understand how...
Production planning facilitated by optimal scheduling of a multi-task production cell
Scheduling a dynamic job shop consisting of several multi-purpose machines is a complex combinatorial problem. We will develop mathematical optimization models and study possible...
Quasi-invariants of finite Coxeter groups and integrable systems
To each finite Coxeter group W, Chalykh and Veselov associated a family of algebras consisting of what they called quasi-invariant polynomials, which interpolate between the algebra...
Radon transform. Harmonic and Complex Analysis on symmetric spaces. Representations of Lie groups.
Sökandet efter symmetrier inom fysik har varit ett centralt tema inom fundamentalfysik. Det har lett till upptäckten av många elementära partiklar. Matematiskt formuleras symmetrier...
Real Monge-Ampère equations, statistical mechanics and Kähler geometry
See Swedish site for more information.
Real-Analytic Orthogonal Modular Forms as Generating Series
How can we organize information and data in mathematical research? One popular and successful way is to introduce parameters and study several objects, possibly infinitely many...
Representations of algebras and related topics
See Swedish site for more information. Partner organizations Institute of Mathematics, NAS Ukraine (Research Institute, Ukraine)
Representations of Lie groups. Harmonic and complex analysis on symmetric and locally symmetric...
We will find branching rules of unitary representations of semisimple Lie groups and its applications to boundary value problems for conformally invariant differential operators. We...
Residue currents in complex and algebraic geometry
Residue currents are multivariate generalizations of one complex variable residues. They have found various applications in algebra, geometry and analysis, including effective...
Residue theory on singular spaces and algebraic geometry
Teorin för geometri går tillbaks till antiken, men först på 1600-talet infördes systematisk representation av geometriska objekt, s.k. varieteter, såsom linjer och kurvor etc, som...
Robustly and Optimaly Controlled Training Of neural Networks I (OCTON I)
This project aims at developing novel data training methods for network of function approximators (such as neural networks) based on robust and optimal control theory. The main idea...
Robustly and Optimaly Controlled Training Of neural Networks II (OCTON II)
This project aims at focusing on the development novel methods that accounts for non-traditional training objectives (other than mean square prediction error) and corrupted data...
SensIT - Sensor driven cloud-based strategies for infrastructure management
The concept SensIT was developed by researchers at Chalmers in close collaboration with Microsoft, NCC and WSP. The purpose of the project is to investigate solutions that enable 3 to...
Siegel modulära genererande funktioner
See Swedish site for more information.
Simulation-based optimization
The optimization of engineering systems is normally not based only on experimental designs, but almost always of a combination of physical design and testing, expert knowledge, and...
Site-Adaptive Analysis Methods to Predict and Enhance Lifetime of Wind Turbines
The project will consider the sequence “from wind to fatigue life”, and by simulation investigate how the site-specific conditions (terrain, forest, etc.) affect the fatigue life of...
Små automorfa representationer
See Swedish site for more information.
Spatial statistical methods for detecting small fiber neuropathies
Epidermal nerve fibers (ENFs) are thin sensory nerve fibers in the epidermis, which is the outmost part of the skin. William Kennedy´s group at the University of Minnesota consists of...
Statistical and Bioinformatic analysis of next generation sequencing data for exploring the genetic...
See Swedish site for more information. Partner organizations University of Gothenburg (Academic, Sweden) University of Gothenburg (Publisher, Sweden)
Statistical methods to assess driving behaviour and causation of accidents from large naturalistic...
Large Naturalistic Driving Studies (NDS) of driver behaviour are a quite recent development in traffic safety research. They aid construction of advanced driver assistance systems...
Statistical Significance of Biological Sequences
Life originated in the sea, and the species variety that we observe today has its roots in marine biology. Besides possessing the most diverse and unique genomes among all living...
STEPFlow_Spatio-temporal modelling and estimation of pedestrian flow
For urban planning and design, one of the main challenges is to understand how urban form impacts urban life where the people’s co-presence in public space (i.e. walking, sitting...
Stochastic Continuous-Depth Neural Networks
we advance the understanding of deep neural networks through the investigation of stochastic continuous-depth neural networks. These can be thought of as deep neural networks (DNN)...
Stochastic mathematical programs with equilibrium constraints
Stochastic mathematical programs with equilibrium constraints (SMPEC) is a framework of optimization problems in which the objective function in terms of the main (“upper-level”)...
Stochastic models of gene and species trees
A gene functioning across a range of species would exhibit variation upon comparing DNA sequences from different organisms. There are two kinds of trees lying behind such genetic...
Stochastic models of optimization problems
We study optimization problems on graphs with random edge weights. In the simplest so-called mean field model, the graph is the complete graph on n vertices, and the edge weights are...
STOchastic Traffic NEtworks (STONE)
Understanding efficiency and behavior aspects in partially automated (vehicular) technology in large-scale (traffic) context is an unsolved problem nowadays. Our main goal is to...
Stochastically monotone Markov chains
Stochastically monotone Markov chains. Rank-dependent Galton-Watson process.
Stochastics for big data and big systems - bridging local and global
This project will develop general mathematics and statistics for understanding and modeling complex structures in time, space and networks. We will explore connectivity and phase...
Strömmar, snitteori och Monge-Ampère-operatorer
See Swedish site for more information.
Structured nonlinear optimization
Large-scale nonlinear optimization problems are solved routinely in applications. The ever-increasing need to solve such problems faster and more accurately, while the demand also...
Studies in existential risk
Existential risk to humanity (X-risk, for short) refers to risks on a scale that can cause the extinction of humanity, or permanently cripple its potential for future flourishing. Two...
Tactical resource allocation for efficient capacity Utilization
Aerospace industry is expected to grow, but the competition is strong, resulting in shrinking margins and an increasing demand for flexibility. The ability to efficiently use the...
The Cauchy-Riemann equation on non-reduced spaces and global representation of intersection numbers
Teorin för geometri går tillbaks till antiken, och längre än så, men först på 1600-talet infördes systematisk representation av geometriska objekt, s.k., varieteter, såsom linjer...
The diversity and mobility of novel antibiotic resistance genes
Bacteria become resistant to antibiotics through the acquisition of antibiotic resistance genes (ARGs) which uses horizontal transfer to spread directly between cells. Novel ARGs are...
The Environment as a Driver of Antibiotic Resistance (EDAR)
See Swedish site for more information. Partner organizations Princeton University (Academic, United States) Umeå University (Academic, Sweden) University of Gothenburg (Academic...
The FRAM Centre for Future Chemical Risk Assessment and Management Strategie
FRAM is a multi-disciplinary research centre focusing on chemical mixtures/chemical pollution on ecosystem services that are provided by rivers, lakes and coastal areas. The centre...
The interface of operator spaces, non-commutative graphs and groups
See Swedish site for more information.
The mathematics of superconformal indices
See Swedish site for more information.
Towards research-based teaching of algebra
Diachronic and synchronic analyses of steering documents, curriculum materials and teachers' interactions with them Profound knowledge in algebra is important for the understanding...
Towards Sexual Reproduction in General Stochastic Population Models
See Swedish site for more information.
Truck configuration with respect to multiple criteria in a heterogeneous and dynamic environment
The truck industry is becoming increasingly customer oriented with highly specialized technical solutions. A number of more of less conflicting criteria must be handled simultaneously...
TyreOpt - Fuel consumption reduction by tyre drag optimization
The main goal of this project is to reduce the fuel consumption of heavy trucks by optimizing the tyre drag, which can be represented by a complex function of which only limited...
Urban traffic planning
Traffic planning is the means by which a state or municipality tries to enable an efficient means for people and goods to be transported efficiently to their destinations safely, and...
Värdefördelning för L-funktioner och zetafunktioner
See Swedish site for more information.
Virtual Measurement Campaign for Trucks - Road Roughness
See Swedish site for more information. Partner organizations SP Sveriges Tekniska Forskningsinstitut AB (Research Institute, Sweden)
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Published: Mon 10 Dec 2018.
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