Personal tools



Marc Garbey


Marc Garbey
Board member, Texas Learning and Computation Center (TLC2)

Homepage

Marc Garbey is a professor of Computer Science at the University of Houston (UH), and an adjoint professor in both the Mathematics and the Engineering Technology Department at UH. Dr. Garbey is also affiliated with the Institute of Engineering Science of Lyon (ISTIL) in France, and the Department of Mechanical and Aerospace Engineering at the University of Florida.

Dr. Garbey’s primary interest is in computational sciences, with Computational Life Science his main field of application. In his work, he has taught at universities both in France and the U.S. He holds a PhD in applied mathematics from France’s École Central de Lyon and Habilitation (applied mathematics) from the University of Lyon.


Marc Garbey
Research interests

Dr. Garbey’s research is currently focused on the modeling and simulation of bio-engineering problems, with the ultimate goal of contributing to the understanding of such key issues as cardiovascular disease, growth of cancer tumors, and the dysfunction of the thermo-regulation system.

Interdisciplinary by nature, Dr. Garbey’s work involves partnerships with several research teams in TLC2, and research centers in both the U.S. and Europe specializing in medical imaging and bio-applications. Since the numerical simulation of living organisms is complex, non-deterministic and time consuming, Dr. Garbey’s team is currently developing new algorithms for distributed computing and posteriori estimates for code verification.


Research projects

Modeling tumor growth: From differential deformable models to growth prediction of tumors detected in PET images
http://www2.cs.uh.edu/~garbey/magdeburg.ppt


Heterogeneous domain decomposition for multi-scale problems
http://www2.cs.uh.edu/~garbey/full_talkhg.pdf


On some efficient numerical algorithms for efficient metacomputing of CFD applications
http://www2.cs.uh.edu/~garbey/talk_uf03.pdf


Accuracy estimate, multilevel method and robust extrapolation formula for the numerical solution of PDEs
http://www2.cs.uh.edu/~garbey/talk_sandia04.pdf



Research partners

In addition to his TLC2 associates, Dr. Garbey’s research partners include Argonne National Laboratory, Indiana University Purdue University at Indianapolis, the Numerical Analysis Institute in Moscow, the University of Chieti, the University of Lyon, the University of Strasbourg, the University of Stuttgart, the University of Jyvaskyla, and the University of Florida.


Publications:

M. Garbey and D. Tromeur Dervout: "On some Aitken like acceleration of the Schwarz Method," International Journal for Numerical Methods in Fluids. Vol. 40(12),pp 1493-1513, 2002.

M. Garbey and W. Shyy: "A least Square Extrapolation Method for improving solution accuracy of PDE computations," Journal of Computational Physics,186, pp 1-23, 2003.

N. Barberou, M. Garbey, M.Hess, M. Resch, T. Rossi, J. Toivanen and D. Tromeur Dervout: "On the Efficient Meta-computing of linear and nonlinear elliptic problems," Journal of Parallel and Distributed Computing - special issue on Grid Computing, Vol.63, pp 564-577, 2003.


Proceedings:

M. Garbey and G. Zouridakis, Modeling Tumor Growth: from Differential Deformable Models to Growth Prediction of Tumors Detected in PET Images, IEE03 Cancun, 2003, to appear.

M. Garbey, A. Merla and I. Pavlidis, Estimation of Blood Flow Rate and Vessel Location from Thermal Video, to appear in the proceedings of the IEE Computer Society Conference on Computer Vision and Pattern Recognition, Washington DC, 2004.