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Snelder, M. (author), Smit, S. (author), Schadd, M. (author), Walraven, E. (author)Network design problems such as the optimization of road capacities, public transport lines and frequencies, mobility hub locations, shared mobility services and traffic signal settings have been extensively studied in literature using sequential bi-level optimization. However, due to the computational burden, the design and response spaces that...conference paper 2023
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Stroek, K. (author), Visser, A. (author), van der Ploeg, C.P.B. (author), Zwaveling-Soonawala, N. (author), Heijboer, A.C. (author), Bosch, A.M. (author), van Trotsenburg, P. (author), Boelen, A. (author), Hoogendoorn, M. (author), de Jonge, R. (author)Objective. The Dutch Congenital hypothyroidism (CH) Newborn Screening (NBS) algorithm for thyroidal and central congenital hypothyroidism (CH-T and CH-C, respectively) is primarily based on determination of thyroxine (T4) concentrations in dried blood spots, followed by thyroid-stimulating hormone (TSH) and thyroxine-binding globulin (TBG)...article 2023
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Viera, J. (author), Aguilar, J. (author), Rodriguez-Moreno, M. (author), Quintero-Gull, C. (author)Analyzing energy consumption is currently of great interest to define efficient energy management strategies. In particular, studying the evolution of the behavior of the consumption pattern can allow energy policies to be defined according to the time of the year. In this sense, this work proposes to study the evolution of energy behavior...article 2023
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Difrancesco, S. (author), van Baardewijk, J.U. (author), Cornelissen, A.S. (author), Varon, C. (author), Hendriks, R.C. (author), Brouwer, A.M. (author)Wearable sensors offer new opportunities for the early detection and identification of toxic chemicals in situations where medical evaluation is not immediately possible. We previously found that continuously recorded physiology in guinea pigs can be used for early detection of exposure to an opioid (fentanyl) or a nerve agent (VX), as well as...article 2023
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ZhuParris, A. (author), de Goede, A.A. (author), Yocarini, I.E. (author), Kraaij, W. (author), Groeneveld, G.J. (author), Doll, R.J. (author)Background: Central nervous system (CNS) disorders benefit from ongoing monitoring to assess disease progression and treatment efficacy. Mobile health (mHealth) technologies offer a means for the remote and continuous symptom monitoring of patients. Machine Learning (ML) techniques can process and engineer mHealth data into a precise and...article 2023
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Calvi, L. (author), van Zandvoort, R. (author), Leufkens, L. (author), Hupperetz, J.F.B. (author), Habets, R. (author), Mann, D. (author), Meulendijks, N. (author), Verheijen, M.A. (author), Elen, K. (author), Hardy, A. (author), Van Bael, M.K. (author), Buskens, P. (author)The switching performance of W/VO2 nanoparticles in thermochromic glass laminates was investigated. W/VO2 powder was prepared, and displayed a phase transition temperature and switching enthalpy of 20.9 °C and 37.5 ± 0.2 J g-1, respectively. Using wet bead milling, the particle size was reduced from 24 ± 2 um to 120 ± 10 nm. In the same process,...article 2023
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- Korteling, J.E. (author) bookPart 2023
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Phillipson, F. (author)Quantum computing, an emerging paradigm based on the principles of quantum mechan ics, has the potential to revolutionise various industries, including Telecommunications. This paper explores the transformative impact of quantum computing on the telecommunication market, focus ing on its applications in solving computationally intensive problems...article 2023
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Garg, P. (author), Silvas, E. (author), Willems, F.P.T. (author)For automotive powertrain control systems, the calibration effort is exploding due to growing system complexity and increasingly strict legal requirements for greenhouse gas and real-world pollutant emissions. These powertrain systems are characterized by their highly dynamic operation, so transient performance is key. Currently applied control...article 2023
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Kurchaba, S. (author), van Vliet, J. (author), Verbeek, F.J. (author), Veenman, C.J. (author)Starting from 2021, more demanding NOx emission restrictions were introduced for ships operating in the North and Baltic Sea waters. Since all methods currently used for ship compliance monitoring are financially and time demanding, it is important to prioritize the inspection of ships that have high chances of being non-compliant. The current...article 2023
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Langley, D.J. (author), Rosco, E. (author), Angelopoulos, M. (author), Kamminga, O. (author), Hooijer, C.L.A. (author)In order for firms to implement the Circular Economy, and close all material and energy cycles, connections are needed not only within but also between multiple Industrial Ecosystems. To enable such complex interconnections, the European Union is preparing legislation to enforce the use of digital product passports (DPPs). These are verifiable...article 2023
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Souto Lima, E. (author), van Stokkum, R. (author), van der Klauw, M. (author), Hooftman, W.E. (author)Dit rapport bevat een beschrijving van de aanleiding, methoden en resultaten van het project “Machine Learning: A Data Driven Burnout Risk Analysis”, uitgevoerd in het voorjaar van 2019. In dit project zijn moderne machine learning (ML) algoritmes gebruikt om op een data gedreven manier oorzaken te vinden van burn-out symptomen in het...report 2022
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- Bartezzaghi, A. (author), Giurgiu, I. (author), Marchiori, C. (author), Rigotti, M. (author), Sebastian, R. (author), Malossi, C. (author) conference paper 2022
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Peysakhovich, V. (author), Ledegang, W. (author), Houben, M. (author), Groen, E. (author)Eye movements analysis has great potential for understanding operator behaviour in many safety-critical domains, including aviation. In addition to traditional eye-tracking measures on pilots’ visual behavior, it seems promising to incorporate machine learning approaches to classify pilots’ visual scanning patterns. However, given the multitude...conference paper 2022
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Schultes, E. (author), Roos, M. (author), Bonino da Silva Santos, L.O. (author), Guizzardi, G. (author), Bouwman, J. (author), Hankemeier, T. (author), Baak, A. (author), Mons, B. (author)Although all the technical components supporting fully orchestrated Digital Twins (DT) currently exist, what remains missing is a conceptual clarification and analysis of a more generalized concept of a DT that is made FAIR, that is, universally machine actionable. This methodological overview is a first step toward this clarification. We...article 2022
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Hendriks, D. (author), van der Meer, A. (author), Oortwijn, W. (author)Software-intensive systems constantly evolve. To prevent software changes from unintentionally introducing costly system defects, it is important to understand their impact to reduce risk. However, it is in practice nearly impossible to foresee the full impact of software changes when dealing with huge industrial systems with many configurations...conference paper 2022
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Sastry, S. (author), Garg, P. (author), Silvas, E. (author), Willems, F. (author)Complexity of engine control systems is continuously growing due to an increased number of subsystems and the need for robust performance. For traditional map-based as well as state-of-the-art model-based approaches, this will lead to unacceptable development costs and time for future engines. Parametrization of the embedded models using...conference paper 2022
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Rozsas, A. (author), Slobbe, A. (author), Huizinga, W. (author), Kruithof, M. (author), ajithkumar Pillai, K. (author), Kleijn, K. (author), Giardina, G. (author)This paper proposes an automated approach to predict crack pattern similarities that correlate well with assessment by structural engineers. We use Siamese convolutional neural networks (SCNN) that take two crack pattern images as inputs and output scalar similarity measures. We focus on 2D masonry facades with and without openings. The image...article 2022
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Shahmohammadi, M.S. (author), Parker, L.A. (author), Henke, S. (author), Urbanus, J.H. (author)Microplastics are a growing environmental and toxicological concern, having been found in the remotest locations of the earth and within multiple organs of the human body. However, the scale of the problem is not yet fully known as the smallest micro- and nanoplastics (MNPs) cannot accurately be measured due to limitations in measurement and...article 2022
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Albers, N. (author), Neerincx, M.A. (author), Brinkman, W.P. (author)Behavior change applications often assign their users activities such as tracking the number of smoked cigarettes or planning a running route. To help a user complete these activities, an application can persuade them in many ways. For example, it may help the user create a plan or mention the experience of peers. Intuitively, the application...article 2022