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.
Results
Showing 1 to 8 of 8 for “"Dynamical Systems Modeling"”.
-
Algorithms for Reconstructing Biological History from Genomic Data
… but not least, we present collaborative work on dynamical systems modeling of the microbiome, in which we discuss how one can learn a large, yet interpretable, Lotka-Volterra model from time-series measurements of the microbiome.
-
Control-Theoretic Decision Support for Mitigation of Modeled Software Project Cost Overruns
… theory studies the ability to influence the dynamical behavior of systems to achieve desired behaviors or eliminate undesired behaviors. In this work, the management problem of software project schedule adherence is re-cast as a problem in control theory.</p> <p>Below, a modeling framework is …
-
Towards an Artificial Neuroscience: Analytics for Language Model Interpretability
… controlling, and aligning future powerful AI systems. We explore four areas using open source language models: concept encoding across neurons, universality of learned features and components across model initializations, presence of spatial and temporal representations, and basic dynamical …
-
Neuromuscular control adaptation during recovery from injury
… that linger after the injury heals. By combining dynamical-systems modeling and clinical experimentation, this work attempts to explore and explain discontinuous changes in neuromuscular control, as well as the possibility of coexisting longitudinal neuromuscular control paths, during recovery …
-
Modeling And Identification Of Differentially Regulated Genes Using Transcriptomics And Proteomics Data
Photosynthetic organisms are complex dynamical systems, showing a remarkable ability to adapt to different environmental conditions for their survival. Mechanisms underlying the coordination between different cellular processes in these organisms are still poorly understood. In this dissertation we …
-
High Performance Computational Social Science Modeling of Networked Populations
… members of a population. Our contributions are a modeling environment to perform these computations and a set of approaches to predict contagion spread size and to block the spread of contagions. Since we represent populations as networks, we also provide insights into network structure effects, …
-
Providing High Performance Computing based Models as a Service: Architecture and Services for Modeling Contagions on Large Networked Populations
… and implementation of a research framework for modeling contagions on large networked populations. The framework consists of various systems and services that provide support for researchers and domain scientists at different stages of their research workflow.
-
ON FUZZY MODELING OF NONLINEAR DYNAMICAL SYSTEMS
Modeling nonlinear dynamical systems using fuzzy systems has increasingly been recognized as a distinct and important system identification paradigm. It refers to a process whereby a dynamical system is modeled not in the form of conventional differential and difference equations, but in the form …