Useful Links

Related publications

A list of publications similar in philosophy and scope is given below.

<bibtex> @ARTICLE{Busby2007,

 author = {Daniel Busby and Chris L. Farmer and Armin Iske},
 title = {Hierarchical Nonlinear Approximation for Experimental Design and

Statistical Data Fitting},

 journal = {SIAM Journal on Scientific Computing},
 year = {2007},
 volume = {29},
 pages = {49-69},
 number = {1},
 doi = {10.1137/050639983},
 publisher = {SIAM},
 url = {http://link.aip.org/link/?SCE/29/49/1}

} </bibtex>

<bibtex> @INPROCEEDINGS{Gramacy2004,

 author = {Robert B. Gramacy and Herbert K. H. Lee and William G. Macready},
 title = {Parameter space exploration with Gaussian process trees},
 booktitle = {ICML '04: Proceedings of the twenty-first international conference

on Machine learning},

 year = {2004},
 pages = {45},
 address = {New York, NY, USA},
 publisher = {ACM Press},
 doi = {http://doi.acm.org/10.1145/1015330.1015367},
 isbn = {1-58113-828-5},
 location = {Banff, Alberta, Canada}

} </bibtex>

<bibtex> @ARTICLE{Farhang-Mehr2005,

 author = {A. Farhang-Mehr and S. Azarm},
 title = {Bayesian meta-modelling of engineering design simulations: a sequential

approach with adaptation to irregularities in the response behaviour},

 journal = {International Journal for Numerical Methods in Engineering},
 year = {2005},
 volume = {62},
 pages = {2104-2126},
 number = {15},
 doi = {10.1002/nme.1261},
 owner = {dgorissen},
 timestamp = {2006.08.20}

} </bibtex>

Related projects

A list of projects with similar ideas and scope.

• Friendship systems: Tools for modeling ship hulls parametrically and performing the modeling calculations (Equilibrium tool)
• Nimrod/G: Execute parameter sweeps on the grid
• ProActive: Java grid library
• Nimrod/O: Grid-enabled optimization toolkit
• NEOS: Distributed optimization toolkit
• iLab: automated parameter study toolkit
• SciRun: Problem Solving Environment (PSE), for simulation, modeling, and visualization of scientific problems.
• ModeFRONTIER: environment dedicated to the set up of design assessment chains and efficient investigation of the design space.
• Gridbus: metascheduler for the grid
• Gridsolve/Netsolve: grid enabled scientific computation toolbox
• DTREG: a powerful statistical analysis program that generates classification and regression trees and Support Vector Machine models that can be used to predict parameter values.
• MDO: A collection of MDO links
• GOSSET: A general purpose program for designing experiments
• DAKOTA: Design Analysis Kit for Optimization and Terascale Applications
• DIPSO: Wide-Area Distributed Problem Solving (DIPSO
• GEODISE: Grid Enabled Optimisation and Design Search for Engineering
• Poseidon: A distributed information system for ocean processes.

Related labs

A list of labs with similar ideas and scope.

• Computational Engineering and Design Center (Southhampton)
• Engineering Design & Optimization Group (Penn state):

Data sources

A list of publicaly available datasets and simulation codes, useful for testing.