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Surrogate-assisted inversion for large-scale history matching: Comparative study between projection-based reduced-order modeling and deep neural network

Xiao, C. (author), Lin, H.-X. (author), Leeuwenburgh, O. (author), Heemink, A. (author)

History matching can play a key role in improving geological characterization and reducing the uncertainty of reservoir model predictions. Application of reservoir history matching is restricted by the huge computational cost by amongst others the many runs of the full model. Surrogate models with a reduced complexity are therefore used to...

article 2022

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Applying the exposome concept to working life health: The EU EPHOR project

Pronk, A. (author), Loh, M. (author), Kuijpers, E. (author), Albin, M. (author), Selander, J. (author), Godderis, L. (author), Ghosh, M. (author), Vermeulen, R. (author), Peters, S. (author), Sivesind Mehlum, I. (author), Turner, M. (author), Schlunssen, V. (author), Goldberg, M. (author), Kogevinas, M. (author), Harding, B. (author), Solovieva, S. (author), Garani-Papadatos, T. (author), van Tongeren, M. (author), Stierum, R. (author)

Exposures at work have a major impact on noncommunicable diseases (NCDs). Current risk reduction policies and strategies are informed by existing scientific evidence, which is limited due to the challenges of studying the complex relationship between exposure at work and outside work and health. We define the working life exposome as all...

article 2022

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Toward the incorporation of temporal interaction analysis techniques in modeling and understanding sociotechnical systems

David, L.Z. (author), Schraagen, J.M.C. (author), Endedijk, M. (author)

The increased complexity of modern sociotechnical systems (STS) necessitates the need for a manageable representation of their attributes, to augment our understanding and enable the development of ways through which we can increase their effectiveness, efficiency, and safety. Although many of the methodologies developed in the Human Factors...

article 2022

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Decadal Variabilities in Tropospheric Nitrogen Oxides Over United States, Europe, and China

Jiang, Z. (author), Zhu, R. (author), Miyazaki, K. (author), McDonald, B.C. (author), Klimont, Z. (author), Zheng, B. (author), Boersma, K.F. (author), Zhang, Q. (author), Worden, H. (author), Worden, J.R. (author), Henze, D.K. (author), Jones, D.B.A. (author), Denier van der Gon, H.A.C. (author), Eskes, H. (author)

Global trends in tropospheric nitrogen dioxide (NO2) have changed dramatically in the past decade. Here, we investigate tropospheric NO2 variabilities over United States, Europe, and E. China in 2005–2018 to explore the mechanisms governing the variation of this critical pollutant. We found large uncertainties in the trends of anthropogenic...

article 2022

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Unraveling Gap Selection Process During Discretionary Lane Changing by Vehicle Class

Sharma, S. (author), van Lint, H. (author), Tavasszy, L. (author), Snelder, M. (author)

This paper studies and compares the gap selection process of multiple vehicle classes (passenger cars, delivery vans, and trucks) within their discretionary lane changing activities. Given a trajectory or a sequence of gap selection decisions, we aim to predict whether a vehicle will change or keep a lane. For this purpose, we use a large...

article 2022

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Geef handen en voeten aan de digitale (veiligheids) toekomst

van Gulijk, C. (author)

public lecture 2022

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Prediction of the Magnetic State of Ferromagnetic Objects by Assimilating Data into a Physical Model

Vijn, A. (author), Peet, B.J. (author), Schaaphok, M. (author), Lepelaars, E. (author), Heemink, A. (author)

This paper presents a hybrid model to estimate the magnetic behaviour of a ferromagnetic structure. The mathematical-physical model has been developed using the Method of Moments combined with a hysteresis model. The mathematical model was derived by a linearisation of the hysteresis curve. The initial magnetic state of a ferromagnetic object is...

article 2022

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Accurate training of the Cox proportional hazards model on vertically-partitioned data while preserving privacy

Kamphorst, B. (author), Rooijakkers, T. (author), Veugen, T. (author), Cellamare, M. (author), Knoors, D. (author)

article 2022

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Fair automated assessment of noncompliance in cargo ship networks

de Bruin, G.J. (author), Pereira Barata, A. (author), van den Herik, H.J. (author), Takes, F.W. (author), Veenman, C.J. (author)

article 2022

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Eye tracking: empirical foundations for a minimal reporting guideline

Holmqvist, K. (author), Örbom, S.L. (author), Hooge, I.T.C. (author), Niehorster, D. (author), Alexander, R. (author), Benjamins, J.S. (author), Blignaut, P. (author), Brouwer, A.M. (author), Chuang, L. (author), Dalrymple, K.A. (author), Drieghe, D. (author), Dunn, M.J. (author), Ettinger, U. (author), Fiedler, S. (author), Foulsham, T. (author), van der Geest, J.N. (author), Hansen, D.W. (author), Hutton, S.B. (author), Kasneci, E. (author), Kingstone, A. (author), Knox, P.C. (author), Kok, E.M. (author), Lee, H. (author), Lee, J.Y. (author), Leppänen, J.M. (author), Macknik, S. (author), Majaranta, P. (author), Martinez-Conde, S. (author), Nuthmann, A. (author), Nyström, M. (author), Orquin, J.L. (author), Otero-Millan, J. (author), Park, S.Y. (author), Popelka, S. (author), Proudlock, F. (author), Renkewitz, F. (author), Roorda, A. (author), Schulte-Mecklenbeck, M. (author), Sharif, B. (author), Shic, F. (author), Shovman, M. (author), Thomas, M. (author), Venrooij, W. (author), Zemblys, R. (author), Hessels, R. (author)

In this paper, we present a review of how the various aspects of any study using an eye tracker (such as the instrument, methodology, environment, participant, etc.) affect the quality of the recorded eye-tracking data and the obtained eye-movement and gaze measures. We take this review to represent the empirical foundation for reporting...

article 2022

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HDHL-INTIMIC: A European Knowledge Platform on Food, Diet, Intestinal Microbiomics, and Human Health

Agamennone, V. (author), Abuja, P.M. (author), Basic, M. (author), De Angelis, M. (author), Gessner, A. (author), Keijser, B. (author), Larsen, M. (author), Pinart, M. (author), Nimptsch, K. (author), Pujos-Guillot, E. (author), Schlicht, K. (author), Sharon, I. (author), Untersmayr, E. (author), Laudes, M. (author), ischon, T. (author), Bouwman, J. (author)

Studies indicate that the intestinal microbiota influences general metabolic processes in humans, thereby modulating the risk of chronic diseases such as type 2 diabetes, allergy, cardiovascular disease, and colorectal cancer (CRC). Dietary factors are also directly related to chronic disease risk, and they affect the composition and function of...

article 2022

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Validity of data collection methods for time spent, professional involvement and treatment volume for the purpose of cost-effectiveness studies in dentistry

Verlinden, D.A. (author), Schuller, A.A. (author), Reijneveld, S.A. (author), van Dommelen, P. (author), Vermaire, J.H. (author)

Objectives: Economic evaluations can support provision of adequate and affordable oral care, requiring valid information on costs. The aim was to assess the validity of (a) patients' self-report (PS) and routine electronic patient records (EPR) regarding time spent per visit and (b) PS regarding types of treatment and type of dental...

article 2022

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Logical-qubit operations in an error-detecting surface code

Marques, J.F. (author), Varbanov, B.M. (author), Moreira, M.S. (author), Ali, H. (author), Muthusubramanian, N. (author), Zachariadis, C. (author), Battistel, F. (author), Beekman, M.W. (author), Haider, S.N. (author), Vlothuizen, W. (author), Bruno, A. (author), Terhal, B.M. (author), DiCarlo, L. (author)

article 2022

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Data science for service design: An introductory overview of methods and opportunities

Kunneman, Y. (author), Alves da Motta-Filho, M. (author), de Waa, J (author)

To support effective and successful projects, Service Design practitioners rely on insights that mainly build on qualitative research methodology. The literature on data science promises to help transform how design research is done, adding sophisticated quantitative analyses, complementing existing methods with the power of machines. Due to...

article 2022

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ToN_IoT: The Role of Heterogeneity and the Need for Standardization of Features and Attack Types in IoT Network Intrusion Data Sets

Booij, T.M. (author), Chiscop, I. (author), Meeuwissen, E. (author), Moustafa, N. (author), Hartog, F.T.H.D. (author)

article 2022

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Customs Risk Assessment Based on Unsupervised Anomaly Detection Using Autoencoders

Oosterman, D.T. (author), Langenkamp, W.H. (author), van Bergen, E.L. (author)

In this paper we describe our initial findings on a method for improving anomaly detection on a dataset with scarcely labeled data, based on an ongoing use-case with the Belgian Customs Administration (BCA). Data on shipping containers is used to predict the level of risk associated with a shipment, as well as the probability that the shipment...

conference paper 2022

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Subsidence induced by gas extraction: A data assimilation framework to constrain the driving rock compaction process at depth

Candela, T.G.G. (author), Chitu, A.G. (author), Peters, E. (author), Pluymaekers, M.P.D. (author), Hegen, D. (author), Koster, K. (author), Fokker, P.A. (author)

Surface movement can be induced by many human subsurface activities: production of natural gas, geothermal heat extraction, ground water extraction, phreatic groundwater level lowering, storage of natural gas and CO2. In this manuscript, we focus on subsidence caused by gas production. While geological interpretations, seismic campaigns and flow...

article 2022

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What Works for Whom in School-Based Anti-bullying Interventions? An Individual Participant Data Meta-analysis

Hensums, M. (author), de Mooij, B. (author), Kuijper, S.C. (author), BIRC the anti-Bullying Interventions Research Consortium, (author), Fekkes, M. (author), Overbeek, G. (author)

The prevalence of bullying worldwide is high (UNESCO, 2018). Over the past decades, many anti-bullying interventions have been developed to remediate this problem. However, we lack insight into for whom these interventions work and what individual intervention components drive the total intervention effects. We conducted a large-scale individual...

article 2022

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Adherence to r-hGH Therapy in Pediatric Growth Hormone Deficiency: Current Perspectives on How Patient-Generated Data Will Transform r-hGH Treatment Towards Integrated Care

Savage, M.O. (author), Fernandez-Luque, L. (author), Graham, S. (author), van Dommelen, P. (author), Araujo, M. (author), de Arriba, A. (author), Koledova, E. (author)

Pediatric growth hormone (GH) deficiency is a licensed indication for replacement therapy with recombinant human growth hormone (r-hGH). Treatment, consisting of daily subcutaneous injections, extends from the time of diagnosis until cessation of linear growth at completion of puberty. Suboptimal adherence to r-hGH therapy is common and has been...

article 2022

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Data-Driven Air-Fuel Path Control Design for Robust RCCI Engine Operation

Verhaegh, J. (author), Kupper, F. (author), Willems, F. (author)

article 2022