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Mendoza Lugo, M.A. (author), Nogal Macho, M. (author), Morales Napoles, O. (author)Around the world, an increasing amount of bridge infrastructure is ageing. The resources involved in the reassessment of existing assets often exceed available resources and many bridges lack a minimum structural assessment. Therefore, there is a need for comprehensive and quantitative approaches to assess all the assets in the bridge network to...journal article 2024
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Kruiswijk, Anouk (author), Sande, MAJ van de (author), Verhoef, Cornelis (author), Schrage, Yvonne M. (author), Haas, Rick L (author), Bemelmans, Marc H. A. (author), van Ginkel, Robert J. (author), Bonenkamp, Johannes J. (author), Witkamp, Arjen J. (author), van den Akker-van Marle, M. Elske (author), Marang-van de Mheen, P.J. (author), van Bodegom-Vos, Leti (author)Introduction: Changes in health-related quality of life (HRQoL) during the diagnostic and treatment trajectory of high-grade extremity soft-tissue sarcoma (eSTS) has rarely been investigated for adults (18–65 y) and the elderly (aged ≥65 y), despite a potential variation in challenges from diverse levels of physical, social, or work-related...journal article 2024
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Kuś, A.M. (author), Mota, Nelson (author), van Bueren, Ellen (author), Carmona Báez, Antonio (author), Asselbergs, M.F. (author)The urgency of addressing housing challenges in low-income areas is increasing due to widening socio-economic inequalities and the worsening impact of natural disasters. Saint Martin, a small Caribbean island, is struggling to provide affordable housing amidst hurricanes, floods, and heat waves. As a result, there has been a rise in self...journal article 2024
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Bij de Vaate, I. (author), Slobbe, D.C. (author), Verlaan, M. (author)Multi-mission satellite altimetry data have been used to study the spatial and temporal variability in global storm surge water levels. This was done by means of a time-dependent extreme value analysis applied to the monthly maximum detided water levels. To account for the limited temporal resolution of the satellite data, the data were first...journal article 2024
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Langerak, A.J. (author), D'Olivo, P. (author), Thijm, O. S.A. (author), Regterschot, G.R.H. (author), Meskers, C. G.M. (author), Rozendaal, M.C. (author), Visch, V.T. (author), Bussmann, J.B.J. (author)Purpose: eHealth-based exercise therapies were developed to increase stroke patients’ adherence to home-based motor rehabilitation. However, these eHealth tools face a rapid decrease in use after a couple of weeks. This study investigates stroke patients’ motivation for home-based upper extremity rehabilitation with eHealth tools and their...journal article 2024
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Hille, Sander C. (author), Theewis, E.S. (author)On spaces of finite signed Borel measures on a metric space one has introduced the Fortet-Mourier and Dudley norms, by embedding the measures into the dual space of the Banach space of bounded Lipschitz functions, equipped with different – but equivalent – norms: the FM-norm and the BL-norm, respectively. The norm of such a measure is then...journal article 2024
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Yarveisy, R. (author), Khan, Faisal (author), Abbassi, Rouzbeh (author)This paper presents a data-driven approach to predict the pipelines’ corrosion-induced Burst failure. In this approach, different aspects of pit growth progression and spatial distribution of pits are simulated. The proposed approach takes advantage of population characteristics to model these aspects of the degradation paths for each pipe...journal article 2024
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Gründemann, Gaby J. (author)Improved understanding of historical precipitation extremes is important to better explain their behavior, predict future occurrences, and inform planning and engineering design. The intensity, seasonality, and timing of these extremes have far-reaching consequences, and require a comprehensive analysis of both historical trends and projected...doctoral thesis 2023
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- van Dobben de Bruyn, J. (author) doctoral thesis 2023
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Shang, Y. (author), Nogal Macho, M. (author), Teixeira, Rui (author), Wolfert, A.R.M. (author)The use of sensitivity analysis is essential in model development for the purposes of calibration, verification, factor prioritization, and mechanism reduction. While most contributions to sensitivity methods focus on the average model response, this paper proposes a new sensitivity method focusing on the extreme response and structural limit...journal article 2023
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Muñoz, Paul (author), Corzo, Gerald (author), Solomatine, D.P. (author), Feyen, Jan (author), Célleri, Rolando (author)Extreme peak runoff forecasting is still a challenge in hydrology. In fact, the use of traditional physically-based models is limited by the lack of sufficient data and the complexity of the inner hydrological processes. Here, we employ a Machine Learning technique, the Random Forest (RF) together with a combination of Feature Engineering (FE...journal article 2023
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Cipriani, A. (author), Dan, Biltu (author), Hazra, Rajat Subhra (author), Ray, Rounak (author)The discrete membrane model is a Gaussian random interface whose inverse covariance is given by the discrete biharmonic operator on a graph. In literature almost all works have considered the field as indexed over Zd, and this enabled one to study the model using methods from partial differential equations. In this article we would like to...journal article 2023
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Scharnke, Jule (author), van Essen, S.M. (author), Seyffert, Harleigh C. (author)In the assessment of wave-in-deck loads for new and existing maritime structures typically model tests are carried out. To determine the most critical conditions and measure sufficient impact loads, a range of sea states and various seeds (realisations) for each sea state are tested. Based on these measurements, probability distributions can...journal article 2023
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Xu, H. (author), Ragno, E. (author), Tan, Jinkai (author), Antonini, A. (author), Bricker, J.D. (author), Jonkman, Sebastiaan N. (author), Liu, Qing (author), Wang, Jun (author)Extreme surges and rainfall represent major driving factors for compound flooding in estuary regions along the Chinese coast. The combined effect of extreme surges and rainfall (that is, compound floods) might lead to greater impacts than if the drivers occurred in isolation. Hence, understanding the frequency and severity of compound...journal article 2023
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Zhang, Lanxin (author), Dong, Y. (author), Farah, H. (author), Zgonnikov, A. (author), van Arem, B. (author)Detecting abnormal driving behavior is critical for road traffic safety and the evaluation of drivers' behavior. With the advancement of machine learning (ML) algorithms and the accumulation of naturalistic driving data, many ML models have been adopted for abnormal driving behavior detection. Most existing ML-based detectors rely on (fully)...poster 2023
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Walker, David W. (author), Vergopolan, Noemi (author), Cavalcante, Louise (author), Smith, Kelly Helm (author), Agoungbome, David (author), Almagro, André (author), Apurv, Tushar (author), Dahal, Nirmal Mani (author), Hoffmann, David (author)Flash droughts, characterized by rapid onset and intensification, are increasingly occurring as a consequence of climate change and rising temperatures. However, existing hydrometeorological definitions fail to encompass the full range of flash droughts, many of which have distinct local physical attributes. Consequently, these events often...journal article 2023
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Gründemann, Gaby J. (author), Zorzetto, E. (author), van de Giesen, N.C. (author), van der Ent, R.J. (author)Global warming impacts the hydrological cycle, affecting the seasonality and timing of extreme precipitation. Understanding historical changes in extreme precipitation occurrence is crucial for assessing their impacts. This study uses relative entropy to analyze historical changes in seasonality and timing of extreme daily precipitation...journal article 2023
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Reddy, P. Jyoteeshkumar (author), Chinta, Sandeep (author), Matear, Richard (author), Taylor, John (author), Baki, B. (author), Thatcher, Marcus (author), Kala, Jatin (author), Sharples, Jason (author)Heatwaves and bushfires cause substantial impacts on society and ecosystems across the globe. Accurate information of heat extremes is needed to support the development of actionable mitigation and adaptation strategies. Regional climate models are commonly used to better understand the dynamics of these events. These models have very large...journal article 2023
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Bombelli, A. (author), Sallan, Jose Maria (author)Flight delays are one of the most discussed, yet not fully understood, topics in the aviation industry. In this paper, we shed more light into propagation of flight delays by providing a spatio-temporal analysis of flight departure delays of the US domestic air network for the year 2017. The analysis focuses on four US air carriers (full-service...journal article 2023
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Gründemann, Gaby J. (author), Zorzetto, Enrico (author), Beck, Hylke E. (author), Schleiss, M.A. (author), van de Giesen, N.C. (author), Marani, Marco (author), van der Ent, R.J. (author)Quantifying the magnitude and frequency of extreme precipitation events is key in translating climate observations to planning and engineering design. Past efforts have mostly focused on the estimation of daily extremes using gauge observations. Recent development of high-resolution global precipitation products, now allow estimation of...journal article 2023