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Adams, M.G.A. (author), Huijer, A.J. (author), Kassapoglou, C. (author), Vaders, Johannes A.A. (author), Pahlavan, Lotfollah (author)The multimodal and dispersive character of ultrasonic guided waves (UGW) offers the potential for non-destructive evaluation of fiber-reinforced composite (FRC) materials. In this study, a methodology for in situ stiffness assessment of FRCs using UGWs is introduced. The proposed methodology involves a comparison between measured wave speeds of...journal article 2024
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Macchiarulo, V. (author), Foroughnia, Fatemeh (author), Milillo, Pietro (author), Whitworth, Michael R. Z. (author), Penney, Camilla (author), Adams, Keith (author), Kijewski-Correa, Tracy (author), Giardina, Giorgia (author)After an earthquake, a rapid identification of the damaged building stock is crucial to prioritise rescue operations, ensure primary services to the most affected regions and support reconstruction. Whilst in-situ reconnaissance missions provide invaluable data on the intensity and distribution of earthquake-induced structural damage, the...conference paper 2023
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Adams, S.J.L. (author), Jarne Ornia, D. (author), Mazo, M. (author)We present a biologically inspired design for swarm foraging based on ant’s pheromone deployment, where the swarm is assumed to have very restricted capabilities. The robots do not require global or relative position measurements and the swarm is fully decentralized and needs no infrastructure in place. Additionally, the system only requires...journal article 2023
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Adams, S.J.L. (author), Patanè, Andrea (author), Lahijanian, Morteza (author), Laurenti, L. (author)In this paper, we introduce BNN-DP, an efficient algorithmic framework for analysis of adversarial robustness of Bayesian Neural Networks (BNNs). Given a compact set of input points T ⊂ R<sup>n</sup>, BNN-DP computes lower and upper bounds on the BNN's predictions for all the points in T. The framework is based on an interpretation of BNNs as...conference paper 2023
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- Besamusca, Jeroen (author), Nahar, Sayeda (author), Lin, P. (author), Ren, S. (author), Tabatabaee, Hassan (author), Adams, Jeramie (author) book 2023
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Giardina, Giorgia (author), Macchiarulo, V. (author), Foroughnia, Fatemeh (author), Jones, Joshua N. (author), Whitworth, Michael R.Z. (author), Voelker, Brandon (author), Milillo, Pietro (author), Penney, Camilla (author), Adams, Keith (author), Kijewski-Correa, Tracy (author)Remote reconnaissance missions are promising solutions for the assessment of earthquake-induced structural damage and cascading geological hazards. Space-borne remote sensing can complement in-field missions when safety and accessibility concerns limit post-earthquake operations on the ground. However, the implementation of remote sensing...journal article 2023
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Whitworth, Michael R. Z. (author), Giardina, Giorgia (author), Penney, Camilla (author), Di Sarno, Luigi (author), Adams, Keith (author), Kijewski-Correa, Tracy (author), Black, Jacob (author), Foroughnia, Fatemeh (author), Macchiarulo, V. (author)On 14th August 2021, a magnitude 7.2 earthquake struck the Tiburon Peninsula in the Caribbean nation of Haiti, approximately 150 km west of the capital Port-au-Prince. Aftershocks up to moment magnitude 5.7 followed and over 1,000 landslides were triggered. These events led to over 2,000 fatalities, 15,000 injuries and more than 137,000...journal article 2022
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Whitworth, Michael R. Z. (author), Giardina, Giorgia (author), Penney, Camilla (author), Di Sarno, Luigi (author), Adams, Keith (author), Kijewski-Correa, Tracy (author), Macabuag, Josh (author), Foroughnia, Fatemeh (author), Macchiarulo, V. (author)Post-earthquake reconnaissance missions are critical to understand the event characteristics, identify building and infrastructure vulnerabilities, and improve future construction practice. However, in-field missions can present logistic and safety challenges that do not make them viable in every post-disaster scenario. Remote sensing technique...abstract 2022
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Adams, S.J.L. (author), Lahijanian, Morteza (author), Laurenti, L. (author)Neural networks (NNs) are emerging as powerful tools to represent the dynamics of control systems with complicated physics or black-box components. Due to complexity of NNs, however, existing methods are unable to synthesize complex behaviors with guarantees for NN dynamic models (NNDMs). This letter introduces a control synthesis framework for...journal article 2022
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- Adams, Koen (author), Taale, Henk (author), Albronda, Terry (author) journal article 2021
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- Adams, Koen (author), Taale, Henk (author), Oostenbrink, Emile (author) conference paper 2021
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Niessen, W.J. (author), Hofer, Edith (author), Roshchupkin, Gennady (author), Adams, Hieab H.H. (author), Knol, Maria J. (author), Lin, Honghuang (author), Li, Shuo (author), Zare, Habil (author), shazad, Ahmad (author)Cortical thickness, surface area and volumes (MRI cortical measures) vary with age and cognitive function, and in neurological and psychiatric diseases. We examined heritability, genetic correlations and genome-wide associations of cortical measures across the whole cortex, and in 34 anatomically predefined regions. Our discovery sample...working paper 2021
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van Hilten, Arno (author), Kushner, Steven A. (author), Kayser, Manfred (author), Arfan Ikram, M. (author), Adams, Hieab H.H. (author), Klaver, Caroline C.W. (author), Niessen, W.J. (author), Roshchupkin, Gennady V. (author)Applying deep learning in population genomics is challenging because of computational issues and lack of interpretable models. Here, we propose GenNet, a novel open-source deep learning framework for predicting phenotypes from genetic variants. In this framework, interpretable and memory-efficient neural network architectures are constructed...journal article 2021
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Kaller, Thomas (author), Doehring, Alexander (author), Hickel, S. (author), Schmidt, Steffen J. (author), Adams, Nikolaus A. (author)We present well-resolved RANS simulations of two generic asymmetrically heated cooling channel configurations, a high aspect ratio cooling duct operated with liquid water at (Formula Presented) and a cryogenic transcritical channel operated with methane at (Formula Presented). The former setup serves to investigate the interaction of...book chapter 2021
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Adams, Sophie (author), Brown, Donal (author), Cárdenas Álvarez, Juan Pablo (author), Chitchyan, Ruzanna (author), Fell, Mike (author), Hahnel, Ulf (author), Hojckova, Kristina (author), Singh, A. (author), Watson, Nicole (author)In recent years, numerous studies have explored the opportunities and challenges for emerging decentralized energy systems and business models. However, few studies have focussed specifically on the economic and social value associated with three emerging models: peer-to-peer energy trading (P2P), community self-consumption (CSC) and transactive...review 2021
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Dubost, Florian (author), Adams, Hieab (author), Yilmaz, Pinar (author), Bortsova, Gerda (author), Tulder, Gijs van (author), Ikram, M. Arfan (author), Niessen, W.J. (author), Vernooij, Meike W. (author), Bruijne, Marleen de (author)Finding automatically multiple lesions in large images is a common problem in medical image analysis. Solving this problem can be challenging if, during optimization, the automated method cannot access information about the location of the lesions nor is given single examples of the lesions. We propose a new weakly supervised detection method...journal article 2020
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Hofer, Edith (author), Roshchupkin, Gennady (author), Adams, Hieab (author), Knol, Maria J. (author), Lin, Honghuang (author), Li, Shuo (author), Zare, Habil (author), Ahmad, Shazad (author), Niessen, W.J. (author)Cortical thickness, surface area and volumes vary with age and cognitive function, and in neurological and psychiatric diseases. Here we report heritability, genetic correlations and genome-wide associations of these cortical measures across the whole cortex, and in 34 anatomically predefined regions. Our discovery sample comprises 22,824...journal article 2020
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Kaller, Thomas (author), Pasquariello, Vito (author), Hickel, S. (author), Adams, Nikolaus A. (author)We present well-resolved large-eddy simulations of turbulent flow through a straight, high aspect ratio cooling duct operated with water at a bulk Reynolds number of Re<sub>b</sub> = 110 × 10<sup>3</sup> and an average Nusselt number of Nuxz = 371. The geometry and boundary conditions follow an experimental reference case and good agreement...journal article 2019
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Adams, Hieab H.H. (author), Roshchupkin, Gennady V. (author), DeCarli, Charles (author), Franke, Barbara (author), Grabe, Hans J. (author), Habes, Mohamad (author), Jahanshad, Neda (author), Medland, Sarah E. (author), Niessen, W.J. (author)Advances in technology enable increasing amounts of data collection from individuals for biomedical research. Such technologies, for example, in genetics and medical imaging, have also led to important scientific discoveries about health and disease. The combination of multiple types of high-throughput data for complex analyses, however, has...journal article 2019
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Dubost, Florian (author), Yilmaz, Pinar (author), Adams, Hieab (author), Bortsova, Gerda (author), Ikram, M. Arfan (author), Niessen, W.J. (author), Vernooij, Meike (author), de Bruijne, Marleen (author)Enlarged perivascular spaces (PVS) are structural brain changes visible in MRI, are common in aging, and are considered a reflection of cerebral small vessel disease. As such, assessing the burden of PVS has promise as a brain imaging marker. Visual and manual scoring of PVS is a tedious and observer-dependent task. Automated methods would...journal article 2019