Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 5 of 5 for “"stochastic phenomena"”.
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Modeling and simulation of stochastic phenomena in carbon nanotube-based single molecule sensors
… and limits to integrating data from many noisy stochastic sensors, show how these sensors can be used to monitor nitric oxide inside cells with unprecedented spatiotemporal resolution, and describes what is needed to engineer a selective adsorbed phase. In addition, another method of stochastic …
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Learning, inference, and control for construction robots and spatiotemporal processes
… complex as they consist of several subtasks with stochastic transitions. For such tasks, existing approaches learn policy for component subtask and then rely either on predefined decomposition or heuristics to generate policy for the entire task. To overcome this limitation, and to generate …
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Learning and inference with Wasserstein metrics
… processes. Such processes model a variety of stochastic phenomena and appear often in continuous-time state space models. Exact inference for diffusion processes is generally intractable. In this work, we describe a novel approximate inference method, which is based on a characterization of …
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Materials far from equilibrium : shock-induced deformation and chemistry in RDX and experimental development
… to observe shock propagation and the sequence of stochastic phenomena including in-situ fracture, cavitation,4 phase transitions, and decomposition. To extract quantifiable data and uncertainties with mathematical rigor from our image sequences, I collaboratively developed an image-processing …
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Toward a unified view of complex multiscale stochastic systems: A generalized theory of interactions and its computational infrastructure for their universal and efficient investigation
… and the need to understand a wider range of phenomena whose description is much richer than that provided by current models, we claim that the development of effective CMSS research methods represents a scientific program of a new kind. This work provides evidence underlining why CMSS …