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Search indexed NASA NTRS and DOE OSTI research on propulsion, heat transfer, battery materials and energy systems. Follow report and document links to the original sources.
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Genetic Algorithm Optimization of A Theory-Based Low-Temperature Cyclopentane Oxidation Model.
Abstract not provided.
Genetic programming for interpretable, data-driven continuum damage models
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Uncertainty Quantification for Interpretable Constitutive Models using Genetic Programming based Symbolic Regression
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Establishing a data-driven strength model for 𝜷-tin by performing symbolic regression using genetic programming
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Predicting Hydrogen Production from Biomass and Plastic Waste Gasification using Machine Learning and Genetic Algorithms
Machine learning (ML) models were developed to predict process various conditions and compositions by creating a model from a database with approximately 1000 entries and 24 independent variables.
Genome-wide association studies and transcriptome analysis reveal the genetic mechanisms contributing to thermotolerance in Neurospora discreta
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Combining genome-wide association studies and expression quantitative trait nucleotide mapping with molecular and genetic validations to identify transcriptional networks regulating drought tolerance in Populus
Objectives: (i). To deploy a large-scale experimental drought trial for up to 1000 unique genotypes of Populus equipping the sites with controlled irrigation and drought treatments that are fully automated and monitored. FULLY COMPLETED (ii) To test the hypothesis that a suite of traits identified for drought tolerance in P. nigra can be measured in drought and control treatments in the wide germplasm collection of P. trichocarpa. FULLY COMPLETED (iii) To use established and novel GWAS model approaches to identify gene loci linked to drought tolerance traits on interest in P. trichocarpa. FULLY COMPLETED (iv) To undertake comparative analysis of GWAS results for drought tolerance traits in P. nigra and P. trichocarpa. PARTIALLY COMPLETED – remains active (v) Using RNAseq in P. trichocarpa, in droughted and control treatments to identify cis- and trans-regulated eQTN. FULLY COMPLETED (vi) Validate up to 50 cis-QTNs, from network hubs using transient protoplast assays. FULLY COMPLETED (vii) To establish Agrobacterium-based gene editing protocols in Populus. FULLY COMPLETED (viii) To utilize early leads from previous research to investigate at least 6 candidate genes for drought tolerance in Populus. FULLY COMPLETED (ix) To validate up to 20 candidate genes for drought tolerance in P. trichocarpa refined from the long-list tested in the transient assays for cis-acting hub gene targets. PARTIALLY COMPLETED- remains active.
Annotation, Functional Genetics, and Engineering of Pseudomonas putida Bacteriophages
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Developing a robust strength model using physically-informed genetic programming
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Fluctuating Redox in Tropical Rainforest Soils Impacts Microbial Community Structure and Genetic Potential
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Genomic and genetic resources for Miscanthus
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Genome resequencing to investigate movement of transposons in Caldicellulosiruptor and Clostridia species after genetic manipulation
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Sequencing of uracil auxotroph parent strains used in the genetic manipulation of Caldicellulosiruptor bescii
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Evaluation of Caldicellulosiruptor bescii uracil auxotroph strains MACB1017-1021 for use in genetic manipulations
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The Genetic Basis for Heterotrophic Carbon Processing in the Sea
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Genome of the seagrass Zostera marina: a new semi-model for ecological genetics and genomics
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