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Vieth, A. (author), Kroes, Thomas (author), Thijssen, Julian (author), Lew, Baldur van (author), Eggermont, Jeroen (author), Basu, Soumyadeep (author), Eisemann, E. (author), Vilanova, Anna (author), Höllt, T. (author), Lelieveldt, B.P.F. (author)Exploration and analysis of high-dimensional data are important tasks in many fields that produce large and complex data, like the financial sector, systems biology, or cultural heritage. Tailor-made visual analytics software is developed for each specific application, limiting their applicability in other fields. However, as diverse as these...journal article 2024
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Baki, B. (author), Basu, S. (author), Lavidas, G. (author)Wind ramps, or rapid changes in wind speed, are a crucial aspect of atmospheric dynamics and have significant implications for various wind energy applications. For example, wind ramps tend to increase uncertainty in power output predictions. Furthermore, they also induce fatigue damage to wind turbines.<br/>In a recent study, DeMarco and Basu ...abstract 2023
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Kartal, S. (author), Basu, S. (author), Watson, S.J. (author)Peak wind gust (Wp) is a crucial meteorological variable for wind farm planning and operations. However, for many wind farm sites, there is a dearth of on-site measurements of Wp. In this paper, we propose a machine-learning approach (called INTRIGUE, decIsioN-TRee-based wInd GUst Estimation) that utilizes numerous inputs from a public-domain...journal article 2023
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Pierzyna, Maximilian (author), Saathof, R. (author), Basu, S. (author)Free-Space Optical Communication (FSOC) links are considered a key technology to support the increasing needs of our connected, data-heavy world, but they are prone to disturbance through atmospheric processes such as optical turbulence. Since turbulence is highly dependent on local topographic and meteorological conditions, modeling optical...conference paper 2023
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Basu, S. (author), Eggermont, Jeroen (author), Kroes, Thomas (author), Jorstad, Nikolas (author), Bakken, Trygve (author), Lein, Ed (author), Lelieveldt, B.P.F. (author), Höllt, T. (author)With the rapid advances in single-cell sequencing technologies, novel types of studies into the cell-type makeup of the brain have become possible. Biologists often analyze large and complex single-cell transcriptomic datasets to enhance knowledge of the intricate features of cellular and molecular tissue organization. A particular area of...conference paper 2023
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Pierzyna, Maximilian (author), Saathof, R. (author), Basu, S. (author)Turbulent fluctuations of the atmospheric refraction index, so-called optical turbulence, can significantly distort propagating laser beams. Therefore, modeling the strength of these fluctuations (𝐶2𝑛) is highly relevant for the successful development and deployment of future free-space optical communication links. In this Letter...journal article 2023
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Cheneka, B.R. (author), Watson, S.J. (author), Basu, S. (author)Only a few studies on the overall impact of climate change on offshore wind power production and wind power ramps in the North Sea region have been published. This study focuses on the characteristics of expected wind power production and wind power ramps in the future climate aided by the classification of circulations patterns using a self...journal article 2023
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Basu, S. (author)In this chapter, we elaborate on several similarity theory-based and empirical wind speed profile formulations. We highlight their strengths and weaknesses through various examples from the literature. Some of these formulations are sometimes inappropriately used in various practical applications (e.g., offshore wind resource assessments). We...book chapter 2023
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Jorstad, Nikolas L. (author), Song, Janet H.T. (author), Exposito-Alonso, David (author), Suresh, Hamsini (author), Castro-Pacheco, Nathan (author), Basu, S. (author), Kroes, T. (author), Höllt, T. (author), Lelieveldt, B.P.F. (author)The cognitive abilities of humans are distinctive among primates, but their molecular and cellular substrates are poorly understood. We used comparative single-nucleus transcriptomics to analyze samples of the middle temporal gyrus (MTG) from adult humans, chimpanzees, gorillas, rhesus macaques, and common marmosets to understand human...journal article 2023
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Basu, Nandita (author), Oviedo-Trespalacios, O. (author), King, Mark (author), Kamruzzaman, Md (author), Haque, Md Mazharul (author)Increasing the use of non-motorized modes of transport, such as walking, is a worldwide objective aimed at improving the sustainability of cities. However, pedestrians may not choose to walk if the infrastructure fails to meet their needs or if they hold unfavourable perceptions regarding the built environment (BE). The current study aims to...journal article 2023
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Basu, S. (author), Holtslag, Albert A.M. (author)In this paper, we revisit a well-known formulation of temperature structure parameter (CT2), originally proposed by V. I. Tatarskii. We point out its limitations and propose a revised formulation based on turbulence variance and flux budget equations. Our formulation includes a novel physically-based outer length scale which can be estimated...journal article 2022
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Veers, Paul (author), Dykes, Katherine (author), Basu, S. (author), Bianchini, Alessandro (author), Green, Peter (author), Kitzing, Lena (author), Kosović, Branko (author), Meyers, Johan (author), O’Malley, Mark (author)Wind energy is anticipated to play a central role in enabling a rapid transition from fossil fuels to a system based largely on renewable power. For wind power to fulfill its expected role as the backbone – providing nearly half of the electrical energy – of a renewable-based, carbon-neutral energy system, critical challenges around design,...journal article 2022
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Alday Gonzalez, M.F. (author), Baki, B. (author), Basu, S. (author), Lavidas, G. (author)This Deliverable, 6.2 Renewable Coarse Resource Assessment for the European Region, aims to offer a preliminary overview of the available wind, wave and solar resources across the European Continent. The coarse assessment aims to analyse and assess the current levels of these renewable resources, analysing and discussing the expected variations...report 2022
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Alday Gonzalez, M.F. (author), Baki, B. (author), Basu, S. (author), Lavidas, G. (author)This Deliverable, 6.1 Renewable Correlation of offshore resources, aims to investigate the potential for correlation between parameters of different renewable energies.<br/>The analysis is based on a first layer on coarse data, and will allow us to identify which resources have more “connectivity”. The resource assessment, even at coarse level,...report 2022
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Gupta, A. (author), Basu, D. (author), Ghantasala, Ramya (author), Qiu, S. (author), Gadiraju, Ujwal (author)Trust is an important component of human-AI relationships and plays a major role in shaping the reliance of users on online algorithmic decision support systems. With recent advances in natural language processing, text and voice-based conversational interfaces have provided users with new ways of interacting with such systems. Despite the...conference paper 2022
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Basu, D. (author), Gholizad, B. (author), Ross, Robert (author), Gargari, Shima Mousavi (author)Elevated thermal stress-related aging is significant on the oil-impregnated paper (OIP) used as insulation in high-pressure gas cables (HPGCs). The aim of this article is to develop a cheap alternative for lab dielectric measuring and characterizing temperature-dependent parameters for OIP. First, this article derives the operating thermal...journal article 2022
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Basu, S. (author), Holtslag, Albert A. M. (author)In this study, we utilize a novel approach to solve the Ekman equations for eddy-viscosity profiles in the stable boundary-layer. By doing so, a well-known expression for the stable boundary-layer height by Zilitinkevich (Boundary-Layer Meteorology, 1972, Vol. 3, 141–145) is rediscovered.journal article 2022
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Basu, Devayan (author), Gholizad, B. (author), Ross, Robert (author), Gargari, Shima Mousavi (author)The time-to-failure for oil-impregnated paper (OIP) insulation is governed by two primary aging mechanisms: electrical and thermal. The electrical life can be represented as an Inverse Power Law, where lifetime is inversely proportional to applied electric field. The process of thermal aging on the other hand is established by Arrhenius Law,...conference paper 2022
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Basu, S. (author)Recently, Basu and Holstlag (2021) proposed a unified framework for describing outer length scales (OLS). By utilizing this framework, we document various characteristics of OLS in nocturnal boundary layers over the US Great Plains.conference paper 2022
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Li, B. (author), Basu, S. (author), Watson, S.J. (author), Russchenberg, H.W.J. (author)In the coming decades, the European energy system is expected to become increasingly reliant on non-dispatchable generation such as wind and solar power. Under such a renewable energy scenario, a better characterization of the extreme weather condition ‘Dunkelflaute’, which can lead to a sustained reduction of wind and solar power, is important....journal article 2021