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201
ECG analysis of ventricular fibrillation dynamics reflects ischaemic progression subject to variability in patient anatomy and electrode location
Published 2024“…For this, we developed a human-based computational modelling and simulation framework for the quantification of ECG metrics, namely, frequency, slope, and amplitude spectrum area (AMSA) during VF in acute ischaemia for several electrode configurations. …”
Journal article -
202
Biologically inspired visual intelligence for unmanned ground vehicles
Published 2012“…Hence, in this work, a computational model for the vanishing point estimation based on the visual gaze behavior of drivers is developed for UGVs. …”
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Thesis -
203
Refining learning models in grammatical inference
Published 2008“…In other words, grammatical inference tries to identify the computational models that generate the sample strings. In recent decade, due to the explosion of information, efficient ways of searching and organizing are of great importance. …”
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Thesis -
204
Integrative multi-omics dissection of cancer cell states and susceptibility
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Thesis -
205
The Relationship between Linguistic Representations in Biological and Artificial Neural Networks
Published 2024“…This thesis work makes progress on all three questions by combining evidence from neuroimaging, behavioral research, and computational modeling. First, I analyze whether LM representations of linguistic stimuli encode information about semantic plausibility. …”
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Thesis -
206
Design and Synthesis of Stimuli-Responsive Polymers with Programmable Cleavability
Published 2024“…The fifth and final chapter reports the first “mixed” cleavable comonomer approach to degradable polymers towards a polyacrylic acid system optimized for biodegradability. A computational model offers parameters for controlling degradation fragment molecular weight and dispersity that are validated experimentally, and the material performance properties of the homopolymer are retained for its cleavable analog. …”
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Thesis -
207
Optimising the surveillance and control of communicable diseases: the effects of population heterogeneity on early outbreak transmission dynamics
Published 2023“…Here, we use <em>Xylella fastidiosa</em> infection in <em>Olea europaea</em> (European olive) as a current high-profile case study to inform the construction of a computational model of pathogen transmission and surveillance. …”
Thesis -
208
Understanding Chromatin Organization and Dynamics with Coarse-Grained Modeling
Published 2024“…Furthermore, chromatin and related proteins can function within condensate environments. Computational modeling provides valuable insights into such complex biological processes. …”
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Thesis -
209
Revealing Structural and Spin-state Dependent Reactivity of Single Atom Catalysts (SACs) with Systematically Improvable Computational Tools
Published 2024“…However, understanding the relationship between the structure of SAC active sites and their reactivity remains challenging due to the limitations of experimental characterizations. Computational modeling provides atomic-level insights into SAC active site configurations and the impact of the metal's local environment on their properties and catalytic activity. …”
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Thesis -
210
Actuator disk methods for tidal turbine arrays
Published 2015“…The thesis presents a rigorous comparison of the computational model with experimental data with the various correction methods employed.…”
Thesis -
211
Structural molecular modeling of bacterial integral membrane protein enzymes and their AlphaFold2 predicted water-soluble QTY variants
Published 2024“…This work leverages public databases PDB, UniProt and open-source software AlphaFold2 and PyMOL to computationally model and analyze QTY variant integral membrane beta-barrel enzyme structures. …”
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Article -
212
Adaptive resource optimization of three-tier web applications running on the cloud
Published 2018“…Cloud Computing has been envisioned as a promising approach and dominant computing model in IT infrastructures. It employs the Virtual Machine (VM) technology to provide on-demand provisioning of resources on a pay-as-you-go base. …”
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Thesis -
213
Target Design and Optimizations for Spent Fuel Transmutation
Published 2024“…PHITS, a Monte Carlo transport code, is employed to computationally model the interactions between LLFP materials and the proton beam. …”
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Thesis -
214
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215
Intelligent agent design for persuading the elderly to adopt a healthy lifestyle
Published 2022“…To apply the proposed model in persuasive agent design, an argumentation graph-based method is utilized to map my proposed model into a computational model in agent designs. Based on these contributions, a multi-agent persuasive system is proposed to assist the seniors' adult children to persuade their parents to adopt a healthy lifestyle. …”
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Thesis-Doctor of Philosophy -
216
Modeling human-like non-rationality in social agents
Published 2018“…Despite its great relevance, non-rationality is not yet properly addressed in computational models of social agents. Addressing the above problem, this thesis aims to study how various types of nonrationality can be addressed, described and modeled in the most relevant computational fields. …”
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Thesis -
217
Efficient techniques for subgraph mining and query processing
Published 2015“…We propose a two-step {\em filter-and-refinement} approach that is suitable to massive parallelization within the scalable MapReduce computing model. We partition the collection of graphs among worker nodes, and each worker applies the filter step to determine a set of candidate subgraphs that are {\em locally frequent} in its partition. …”
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Thesis -
218
Synaptic plasticity in VLSI : a floating-gate approach
Published 2017“…Neurons and synapses are the major units of a biological neural network that are typically included in computational models; however, recently there has been an increasing focus on studying the role of astrocytes [1, 2] and may be a part of future large scale models. …”
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219
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Health monitoring, lifetimes estimation, and thermal management of IGBT-based power converters
Published 2017“…Therefore, an online computational model of on-state resistance is developed for real-time condition monitoring application to detect device incipient failure in off-the-shelf power converter systems. …”
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Thesis