220 data-"https:" "https:" "https:" "https:" "https:" "https:" "https:" "Newcastle University" uni jobs at NIST
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experiments and datasets for model validation of multi-phase computation fluid dynamics (CFD), discrete element method (DEM), or data-driven modelling. Measurement of defect types and populations using micro- x
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output properties. These approaches often ignore material characterization information and/or proper information-rich AI surrogate models (thereby having no capability for uncertainty quantification (UQ
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demonstrating the capabilities and utility of transcriptomic and proteomic techniques in diverse species, making data available and creating programmatic tools for comparing between species. Additionally
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sophisticated potential energy functions and adequate sampling to reveal the associated, intricate molecular details. In addition to being centrally important, high-quality experimental data (free energy
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of prior physics knowledge into the data analysis, including both physics theory and databases of experimental and computational materials property data. We currently run 10 diverse autonomous platforms
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merely leads to large data files but limited information about the environment it seeks to represent. This project seeks to (1) investigate the use of commercial off the shelf optical components such as
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, the property information demand from industry is much larger than the current rate of experimental data production. Consequently, there is an obvious need for accurate methods that can predict viscosity
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–structure–property relationship by data fusion: Bayesian co-regionalization N-dimensional piecewise function learning. Digital Discovery, 3(11), pp.2211-2225. Materials Genome Initiative; Machine learning
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This research aims to study the formalization of information processes and systems, using modern approaches and techniques from mathematics. Distinct entities, each having its own database, ontology, or other
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of data relevant to forensic science disciplines. A need exists to gain a deeper understanding of instrument responses (i.e. mass spectral or spectroscopic data) obtained from samples such as street drugs