Ksenia N. Kyzyurova

Curriculum Vitae/Resume: CV

List of publications: Download

List of presentations: Download

List of referees: Download

2017 (2014) — PhD (MSc) in Statistical Science — Duke University, USA
2011 (2009) — MSc (BSc) in Applied Mathematics and Computer Science — ITMO University, Russia
Biography

Dissertation

• My thesis developed during PhD studies On Uncertainty Quantification for Systems of Computer Models

Publications

• On log-transformation of a computer model data. Emulation of a positive continuous simulator published.
• On linear model of coregionalization published.
• Calibration of mathematical computer models published. Supplementary materials (code) are available here.
• Coupling computer models through linking their statistical emulators published in SIAM/ASA JUQ. Materials related to this work are available here.
• Stokes flow driven by a Stokeslet in a cone published in Acta Mechanica. This work is partially documented in this manuscript.
• On scoring rules published.
• Probabilistic hazard assessment using the computer model of a volcano pyroclastic flow whose output is zero-inflated published.

Software

• R package LinkedGASP on prototyping solutions for construction of statistical emulators of a single simulator and a system of simulators, is available at CRAN repository.

Monographs

• Analysis of scientific computer models. Methodology in numerical simulator data analysis
• Stochastic processes
• Philosophy of mathematical statistics (in Japanese)

Courses

• "Bayesian metaphysics for experimental data" Introductory course in data analysis,


• "Stochastic processes within the Bayesian framework" Analysis of data from mathematical models,


• "Philosophy of mathematical statistics" Advanced course in data analysis.

Technical reports

• On combining in-silico and in-vivo experiments
  

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Selected meetings

SIAM conference on Uncertainty Quantification (UQ18)
Emulation of Computer Models with Multivariate Output (talk)
Garden Grove, CA, May 29-30, 2017

SIAM Conference on Uncertainty Quantification (UQ16)
Coupling Computer Models through Linking their Statistical Emulators (talk),
Lausanne, Switzerland, April 5-8, 2016

Uncertainty in the Geosciences: A Workshop on Hazard Analysis
Buffalo, NY, March 15-18, 2016

RLW-65: A Celebration of Robert L. Wolpert’s 65th Birthday
Durham, NC, October 30-31, 2015

11th International Workshop on Objective Bayes Methodology (OBayes15)
Linking statistical emulators (poster),
Valencia, Spain, June 1-5, 2015