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Bayesian methods for autonomous learning systems
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Inverse modeling and uncertainty quantification of nonlinear flow in porous media models
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Rupture synchronicity in complex fault systems
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Open loop techniques for carrier synchronization
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Inference for stochastic models of molecular data
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Comparative analysis of DNA methylation in mammals
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Multiple vehicle segmentation and tracking in complex environments
Model selection methods for genome wide association studies and statistical analysis of RNA seq data
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Computer Simulation Of Stochastic Areal Growth
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A study of unsupervised speaker indexing
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Model, identification & analysis of complex stochastic systems: applications in stochastic partial differential equations and multiscale mechanics
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A structural econometric analysis of network and social interaction models
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3D modeling of eukaryotic genomes
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Deep generative models for time series counterfactual inference
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Towards tractable parameter -free statistical learning
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A novel hybrid probabilistic framework for model validation
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Topics in modeling, analysis and simulation of near-term quantum physical systems with continuous monitoring
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Application of Bayesian methods in association mapping
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The evolution of multidimensional and multilevel networks in online crowdsourcing
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Modeling and analysis of nanostructure growth process kinetics and variations for scalable nanomanufacturing
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Microsoft Word - Dissertation_Final_LingyunJi__2017-06-13.docx
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Path integral simulations of helium and hydrogen droplets
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Improving user experience on today’s internet via innovation in internet routing
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Modeling mutational signatures in cancer
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