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Recent Submissions
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On the seismo-hydromechanical response of a shear zone during hydraulic stimulation
(2019)Other Conference Item -
Sparse polynomial chaos expansions for uncertainty quantification and sensitivity analysis
(2019)Computational models are used nowadays in virtually all fields of applied sciences and engineering to predict the behaviour of complex natural or man-made systems. These so-called simulators usually feature dozens of parameters and are expensive to run, even when taking full advantage of the available computer power. In this respect, uncertainty quantification techniques used to solve reliability, sensitivity, model calibration/inversion ...Other Conference Item -
Surrogate models for uncertainty quantification and design optimization
(2019)Nowadays computational models are used in virtually all fields of applied sciences and engineering to predict the behaviour of complex natural or man-made systems. Also known as simulators, they allow the engineer to assess the performance of a system in-silico, and then optimize its design or operating. Realistic models (e.g. finite element models) usually feature tens of parameters and are costly to run, even when taking full advantage ...Other Conference Item -
Surrogate modelling meets machine learning
(2019)Complex computational models are used nowadays in all fields of applied sciences to predict the behaviour of natural, economic and engineering systems. High-fidelity simulators are able to capture more and more realistic features by including multi-scale or multi-physics aspects in their governing equations, which can result in high complexity. Although computer power has attained unprecedented levels, it is still not possible to use brute ...Other Conference Item -
Data-based sparse polynomial chaos expansions: applications in dynamics and machine learning
(2019)The links between uncertainty quantification and classical machine learning (ML) have tightened in the past few years. On the one hand, uncertainty propagation techniques are nowadays mainly based on the use of surrogate models such as polynomial chaos expansions (PCE), Gaussian processes or low-rank tensor representations that are constructed in a non-intrusive manner using a batch of computer experiments and dedicated algorithms. On the ...Other Conference Item -
Automated point-of-care processing and interpretation of pulse oximetry for global health applications
(2019)Pulse oximetry is an essential monitoring tool for global health applications, but widely underused. Reasons include, besides the high costs and low robustness of existing devices, the difficulty for health care staff to correctly interpret the obtained measurements. Technology for automated interpretation of blood oxygen saturation could bridge this gap.Other Conference Item -
Brief Announcement: Efficient Clustering in Unstructured Radio Networks
(2004)Proceedings of the twenty-third annual ACM symposium on Principles of distributed computing, PODC '04Other Conference Item -
A new moment-independent measure for reliability-sensitivity analysis
(2019)Other Conference Item -
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Creating immersive virtual environments for travel behaviour research: Insights from a cycling experiment
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Towards a context-dependent conditional dynamic and integrative urban planning
(2019)Other Conference Item -
Waste in Time - Mineralogical and Environmental Aspects of Waste and Waste Disposal
(2018)Scientific Research AbstractsOther Conference Item -
The influence of organic matter on clayey soil plasticity and strength
(2019)Euroclay 2019 International Conference on Clay Science and Technology. Book of AbstractsOther Conference Item -
A ~phased diploid genome assembly of Italian ryegrass
(2019)GRC2019 Gatersleben Research Conference - Applied Bioinformatics for Crops, 18-20 March, 2019, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben. Book of AbstractsGrasses of the genera Lolium and Festuca are the main feed sources for a sustainable livestock production due to their high palatability and biomass production. Since decades, their importance for the agriculture of temperate regions led to the development of new varieties through traditional breeding programs. However, newer crop improvement methods such as genomic selection could benefit from a high-quality reference genome assembly. ...Other Conference Item -
Characterization of a Lolium multiflorum diploid assembly
(2019)Grasses of the genera Lolium and Festuca are the main feed sources for a sustainable livestock production due to their high palatability and biomass production. Since decades, their importance for the agriculture of temperate regions led to the development of new varieties through traditional breeding programs. However, newer crop improvement methods such as genomic selection could benefit from a high quality reference genome assembly. ...Other Conference Item -
Microstructure Investigation of Submarine Sediments for the Environmental Characterisation of a Contaminated Site
(2018)Scientific Research AbstractsOther Conference Item -
Spectroscopic investigations on organic compounds in desert dust particles
(2018)Geophysical Research AbstractsOther Conference Item -
Gaze Pattern Analysis in the Assessment of Digital Ulcers in Patients with Systemic Sclerosis
(2019)Other Conference Item