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Particle-based crystallization is an important pathway to synthesize advanced materials with complex structures. Unlike monomer-by-monomer addition or Ostwald ripening, particle-based crystallization occurs via particle-by-particle addition to form larger crystals. This chapter reviews the...

To better understand the effects of solution chemistry on particle aggregation in the complex legacy tank wastes at the Hanford (WA) and Savannah River (SC) sites, we have performed a series of tumbler small- and ultra-small-angle neutron scattering experiments on 20 wt % solid slurries of...

The molecular speciation of aluminum (Al3+) in alkaline solutions is fundamental to its precipitation chemistry within a number of industrial applications that include ore refinement and industrial processing of Al wastes. Under these conditions, Al3+ is predominantly Al(OH)4–, while at high [Al3+]...

A major challenge in biotechnology and biomanufacturing is the identification of a set of biomarkers for perturbations and metabolites of interest. Here, we develop a data-driven, transcriptome-wide approach to rank perturbation-inducible genes from time-series RNA sequencing data for the discovery...

HDF5 file containing 10,000 hydraulic transmissivity inputs and the corresponding hydraulic pressure field outputs for a two-dimensional saturated flow model of the Hanford Site. The inputs are generated by sampling a 1,000-dimensional Kosambi-Karhunen-Loève (KKL) model of the transmissivity field...

In highly alkaline “water-in-salt” Na2O/Al2O3/H2O solutions where the monomeric Al(OH)4– anion dominates, isolation of transitional species that seed crystallization of sodium aluminate salt hydrates has been challenging. For example, discrimination of dimeric [for example, Al2O(OH)62–] species via...

Last updated on 2024-02-11T22:41:43+00:00 by LN Anderson PNNL DataHub NIAID Program Project: Modeling Host Responses to Understand Severe Human Virus Infections, Multi-Omic Viral Dataset Catalog Collection Background The National Institute of Allergy and Infectious Diseases (NIAID) "Modeling Host...

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Last updated on 2024-02-11T22:41:43+00:00 by LN Anderson Omics-LHV Profiling of Host Response to West Nile Virus Infection Background West Nile virus ( WNV ) belongs to the mosquito-borne Flaviviridae family and is classified as a Category A priority pathogen by the National Institute of Allergy and...

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Machine learning is a core technology that is rapidly advancing within type 1 diabetes (T1D) research. Our Human Islet Research Network (HIRN) grant is studying early cellular response initiating β cell stress in T1D through the generation of heterogenous low- and high-throughput molecular...

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The Environmental Determinants of Diabetes in the Young (TEDDY) study is searching for factors influencing the development of type 1 diabetes (T1D) in children. Research has shown that there are certain genes that correlate to higher risk of developing T1D, but not all children with these genes...

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The Diabetes Autoimmunity Study in the Young (DAISY) seeks to find environmental factors that can trigger the development of type 1 diabetes (T1D) in children. DAISY follows children with high-risk of developing T1D based on family history or genetic markers. Genes, diets, infections, and...

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Last updated on 2024-02-11T22:41:43+00:00 by LN Anderson West Nile Virus Experiment WCB001 The purpose of this experiment was to evaluate the host response to West Nile virus (strain WNV-NY99) wild-type clone 382 and mutant 382-E218A 2 nt virus infection. Sample data was obtained from mouse (strain...

Last updated on 2024-02-11T22:41:43+00:00 by LN Anderson West Nile Virus Experiment WCT001 The purpose of this experiment was to evaluate the host responseto West Nile virus (WNV-NY99) wild-type (strain 382) and mutant 382-E218A 2 nt virus infection. Sample data was obtained from mouse (strain C57BL...

Last updated on 2024-02-11T22:41:43+00:00 by LN Anderson West Nile Virus Experiment WCN002 The purpose of this experiment was to evaluate the host response to West Nile virus (strain WNV-NY99) wild-type clone 382 and mutant 382-E218A virus infection. Sample data was obtained from mouse (strain C57BL...

Last updated on 2024-02-11T22:41:43+00:00 by LN Anderson West Nile Virus Experiment WCN003 The purpose of this experiment was to evaluate the host response to West Nile virus (strain WNV-NY99) wild-type clone 382 and mutant 382-E218A virus infection. Sample data was obtained from mouse (strain C57BL...