20072019
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Personal profile

General

I joined Aston University in September 2006 where I completed my PhD in May 2011 on the stochastic emulation of computer models. Prior to that I was working in Microsoft Corporation as a software design engineer on the query processor components of the SQL Server database product. 


Research Interests

My research interests lie in the area of non-parameteric Bayesian modelling of random output computer models. In particular I am investigating the extension of the Gaussian Process formalism to model complex output distributions utilizing a sound experimental design strategy.  I am part of the MUCM and ARCHA research groups.

Teaching Activity

  • Transition Mathematics for Engineers (AM11EM). Teaching assistant. 2010.

  • Linear Algerba. Teaching Assistant.

  • Probabilistic Modelling (AM40PM), MSc in  Mathematics of Complex Systems. 2011.

Qualifications

  • PhD, Statistics and Information Engineering University of Aston, Birmingham, United Kingdom, expected time Spring 2010. Thesis Advisor: Dan Cornford Title: Emulation of Random Output Computer Models

  • BSc in Software Engineering, First Class, University of Newcastle Upon Tyne 1999, United Kingdom

Employment

  • 1999-2006: Software Design Engineer in the Query Processor of SQL Server, Microsoft Corporation, Seattle, Washington, USA.

Fingerprint Dive into the research topics where Alexios Boukouvalas is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Simulators Engineering & Materials Science
Stochastic models Engineering & Materials Science
Design of experiments Engineering & Materials Science
Medication Reconciliation Medicine & Life Sciences
Single-Cell Analysis Medicine & Life Sciences
Computer Experiments Mathematics
Simulator Mathematics
Benchmarking Medicine & Life Sciences

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2007 2019

Benchmark and parameter sensitivity analysis of scRNAseq clustering methods

Krzak, M., Raykov, Y., Boukouvalas, A., Cutillo, L. & Angelini, C., 13 Nov 2019, (Accepted/In press) In : Frontiers in Genetics.

Research output: Contribution to journalArticle

Open Access
Single-Cell Analysis
Benchmarking
Cluster Analysis
RNA
Statistical Models

Does anticholinergics drug burden relate to global neuro-disability outcome measures and length of hospital stay?

Sakel, M., Boukouvalas, A., Buono, R., Moten, M., Mirza, F., Chan, W-Y., Maidment, I., Cross, J., Smith, T. O., Myint, P. K. & Fox, C., 2015, In : Brain Injury. 29, 12, p. 1426-1430 5 p.

Research output: Contribution to journalArticle

Open Access
File
Cholinergic Antagonists
Length of Stay
Outcome Assessment (Health Care)
Rehabilitation
Pharmaceutical Preparations

An efficient screening method for computer experiments

Boukouvalas, A., Gosling, J. P. & Maruri-Aguilar, H., 2014, In : Technometrics. 56, 4, p. 422-431 10 p.

Research output: Contribution to journalArticle

Open Access
File
Computer Experiments
Screening
Simulator
Simulators
Nonlinear Effects

Bayesian precalibration of a large stochastic microsimulation model

Boukouvalas, A., Sykes, P., Cornford, D. & Maruri-Aguilar, H., Jun 2014, In : IEEE Transactions on Intelligent Transportation Systems. 15, 3, p. 1337-1347 11 p.

Research output: Contribution to journalArticle

Open Access
File
Stochastic models
Calibration

Medication reconciliation by a pharmacy technician in a mental health assessment unit

Brownlie, K., Schneider, C., Culliford, R., Fox, C., Boukouvalas, A., Willan, C. & Maidment, I. D., 31 Dec 2014, In : International Journal of Clinical Pharmacy. 36, 2, p. 303-309 7 p.

Research output: Contribution to journalArticle

Medication Reconciliation
Mental Health
Health
Mental Health Services
Medicine

Thesis

Emulation of random output simulators

Author: Boukouvalas, A., 2010

Supervisor: Cornford, D. (Supervisor)

Student thesis: Doctoral ThesisDoctor of Philosophy

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