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Field
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to predict flow patterns in the valve area after its virtual implementation into a segmented aortic model. Participation in in vitro research conducted at the laboratory of the Department of Thermal
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of artificial intelligence, multi-omics data integration, and functional genomics, aimed at predicting synthetic lethality in cancer - including representation learning, nonlinear embeddings, and predictive
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The Duarte Group works at the forefront of computational chemistry, developing predictive tools for reaction modelling and molecular design across catalysis, sustainability, and health. Alongside
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the Intergovernmental Panel on Climate Change (IPCC) states that the warming of the climate system is unequivocal and predicts that future changes in climate may lead to increased risk to critical infrastructure. In
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, resilience and evolution of marine life to develop solid theories and predictive models of the relationships between marine biodiversity and ecosystem functions, which will in turn lead to improved economic
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studies with controlled humidity and temperature settings. We also utilize the BSL-3 and ABSL-3 facilities at the Laboratory for Infectious Disease Research (LIDR), a 32,403 sq. ft. Regional Biocontainment
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. Furthermore, a novel predictive algorithm of School-age neuropsychological outcome will be developed combining radiomic model of brain development, with qualitative neonatal MRI findings. Achievement
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on these faults: it partly controls the rupture initiation and arrest and thus the rupture extent, but also the amplitude of the ground displacements and accelerations and thus the earthquake magnitude and harmful
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(SHM), physics-based modeling, and data-driven analytics to enable predictive, performance-based decision-making and improve infrastructure safety, resilience, and lifecycle performance. The candidate is
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of these subjects are valued: machine learning, automatic control, system identification, optimization, signal processing, filtering and smoothing, probabilistic modelling, dynamical systems