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Smit, J.M. (author), Krijthe, J.H. (author), van Bommel, Jasper (author), van Genderen, M. E. (author), Labrecque, J. A. (author), Komorowski, M. (author), Gommers, D.A.M.P.J. (author), Reinders, M.J.T. (author)
Artificial intelligence (AI) research in the intensive care unit (ICU) mainly focuses on developing models (from linear regression to deep learning) to predict out-<br/>comes, such as mortality or sepsis [1, 2]. However, there is another important aspect of AI that is typically not framed as AI (although it may be more worthy of the name), which...
journal article 2023
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Drost, S.C. (author), Pustina, P. (author), Angelini, Franco (author), De Luca, Alessandro (author), Smit, G. (author), Della Santina, C. (author)
Performing precise, repetitive motions is essential in many robotic and automation systems. Iterative learning control (ILC) allows determining the necessary control command by using a very rough system model to speed up the process. Functional iterative learning control is a novel technique that promises to solve several limitations of classic...
conference paper 2023
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Abunada, M.B.M. (author), Dhakal, Nirajan (author), Gulrez, Raffay (author), Li, L. (author), Abushaban, Almotasembellah (author), Smit, Herman (author), Moed, David (author), Ghaffour, Noreddine (author), Kennedy, M.D. (author)
This study aims at applying and verifying the MFI-UF method to predict particulate fouling in RO plants. Two full-scale RO plants treating surface water, with average capacity of 800–2000 m<sup>3</sup>/h, were studied. Firstly, the MFI-UF of RO feed and concentrate was measured using 5–100 kDa membranes at same flux applied in the RO plants ...
journal article 2023
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Tromp, Willem O. (author), Benschop, Tjerk (author), Ge, Jian Feng (author), Battisti, Irene (author), Bastiaans, K.M. (author), Chatzopoulos, Damianos (author), Vervloet, Amber H.M. (author), Smit, Steef (author), Yin, Yi (author)
The cuprate high-temperature superconductors exhibit many unexplained electronic phases, but the superconductivity at high doping is often believed to be governed by conventional mean-field Bardeen–Cooper–Schrieffer theory<sup>1</sup>. However, it was shown that the superfluid density vanishes when the transition temperature goes to zero<sup...
journal article 2023
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Diez Sanhueza, R.G. (author), Smit, S.H.H.J. (author), Peeters, J.W.R. (author), Pecnik, Rene (author)
This paper presents a machine learning methodology to improve the predictions of traditional RANS turbulence models in channel flows subject to strong variations in their thermophysical properties. The developed formulation contains several improvements over the existing Field Inversion Machine Learning (FIML) frameworks described in the...
journal article 2023
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Staal, Jeroen (author), Smit, Edgar (author), Caglar, Baris (author), Michaud, Véronique (author)
Radical induced cationic frontal polymerisation (RICFP) is considered a promising low energy method for processing of fibre reinforced polymers (FRPs). Optimisation of the local heat balance between reinforcement, epoxy resin and the surrounding mould is required to pave the way for its adaptation to an industrial processing method for high...
journal article 2023
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Brychkov, Dmitry (author), Goggins, Gary (author), Doherty, Edelle (author), Romero Herrera, N.A. (author), Roudil, Nadine (author), Di Trani, Antonella (author), Singh, A. (author), Smit, S (author), McLoughlin, Eilish (author)
The original version of the article does not contain information about the funding of the research. The text below can be added to the existing text in relation to funding. ENERGE is an Interreg North-West Europe (NWE) project, co-funded by the European Regional Development Fund Project Number NWE-827.
journal article 2023
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Leclercq, E.M. (author), Smit, M.J. (author)
In Circular Communities, pioneering, collectively supported initiatives that are aimed at closing resource cycles at neighbourhood level take a central position. They are all examples of initiatives that contribute to the transition to a circular economy. For the analysis of these different circular initiatives, the researchers – urban designer...
book 2023
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Brychkov, Dmitry (author), Goggins, Gary (author), Doherty, Edelle (author), Romero Herrera, N.A. (author), Roudil, Nadine (author), Di Trani, Antonella (author), Singh, A. (author), Smit, Sander (author), McLoughlin, Eilish (author)
Schools are complex physical and social institutions within national education systems. They account for significant energy consumption and like other buildings can demonstrate inefficient patterns of energy use. Poor energy performance of educational facilities is an intricate issue driven by complex causality of interconnected and dynamic...
journal article 2023
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Mannak, Remco S. (author), Markus, Arjan (author), Meeus, Marius T.H. (author), Raab, Jörg (author), Smit, A.C. (author)
In this study, we explore the relationship between inter-organizational network dynamics and innovation outcomes. We focus on node turnover and argue that both cluster and broker dynamics can range from low (stable) to high (volatile), resulting in differentiated outcomes. The data comprises 318 consortium members participating in 104 R&amp;D...
journal article 2023
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Smit, J.M. (author), Krijthe, J.H. (author), Kant, W. M.R. (author), Labrecque, J. A. (author), Komorowski, M. (author), Gommers, D.A.M.P.J. (author), van Bommel, J. (author), Reinders, M.J.T. (author), van Genderen, M. E. (author)
This scoping review focuses on the essential role of models for causal inference in shaping actionable artificial intelligence (AI) designed to aid clinicians in decision-making. The objective was to identify and evaluate the reporting quality of studies introducing models for causal inference in intensive care units (ICUs), and to provide...
review 2023
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Smit, Thijs (author), Koppen, S. (author), Ferguson, Stephen J. (author), Helgason, Benedikt (author)
A promising new treatment for large and complex bone defects is to implant specifically designed and additively manufactured synthetic bone scaffolds. Optimizing the scaffold design can potentially improve bone in-growth and prevent under- and over-loading of the adjacent tissue. This study aims to optimize synthetic bone scaffolds over...
journal article 2023
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Ebrecht, Ana C. (author), Mofokeng, Thato M. (author), Hollmann, F. (author), Smit, Martha S. (author), Opperman, Diederik J. (author)
γ- and δ-lactones are valuable flavor and fragrance compounds. Their synthesis depends on the availability of suitable hydroxy fatty acid precursors. Three short unspecific peroxygenases were identified that selectively hydroxylate the C4 and C5 positions of C8-C12 fatty acids to yield after lactonization the corresponding γ- and δ-lactones....
journal article 2023
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Akrish, G. (author), Smit, Pieter (author), Zijlema, Marcel (author), Reniers, A.J.H.M. (author)
Weyl rule of association, proposed by Hermann Weyl for quantum mechanics applications (Weyl, 1931), can be used to associate between the dispersion relation of water waves and a non-local pseudo-differential operator. The central result of this study is that this operator correctly approximates the Dirichlet-to-Neumann operator derived for...
journal article 2023
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Smit, Menno (author)
Due to the stricter sustainability requirements and associated governmental regulations, the real estate development process in the Netherlands is becoming increasingly complex, narrowing the real estate developer’s opportunity space and increasing the uncertainty regarding the feasibility of the real estate development project. Recently...
master thesis 2022
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Smit, Freek (author)
Geothermal energy in the Netherlands is growing in general, however, medium deep geothermal (200 - 1500 m depth) is lagging behind while the potential at these depths could be very high. Development is held back by little geologic knowledge of this interval as well as legislative constraints. Better understanding of the reservoir characteristics...
master thesis 2022
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Smit, Neil (author)
Fin Ray Effect (FRE) grippers have proven versatile and effective in pick &amp; place automation applications. However, spherical and lateral round objects are still a challenge for the state-of-the-art, as solutions are unstable when placing those objects off-centre from the longitudinal line. Resulting in large and heavy FRE gripper assemblies...
master thesis 2022
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Smit, Michiel (author)
Coastal and offshore infrastructure must be designed to withstand extreme wave-induced loading conditions. Extreme Value Analysis (EVA) is often employed to infer probabilistic distributions that provide information about extreme design conditions. In traditional practices, EVA is performed under the assumption of stationarity. This means that...
master thesis 2022
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Smit, Nienke (author)
To prepare the housing stock for the transition to collective, low-temperature heating, minimal renovation strategies for the integration of low-temperature heating and optimal comfort are studied within this research for various single-family housing typologies. Renovation measures on the building and installation scale were considered for the...
master thesis 2022
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van Tankeren, Wouter (author), Danivska, Vitalija (author), Smit, Bert (author)
Background and aim - The university campus is a built environment facilitating activities centred around learning and knowledge development. This confluence of activities makes the university campus uniquely suited to bring together stakeholders and to generate meaningful experiences to not only learn about but also further develop the...
conference paper 2022
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