Useful Links
From SUMOwiki
Related publications
A list of publications similar in philosophy and scope is given below.
<bibtex> @PHDTHESIS{Yao2005,
author = {Yao Lin},
title = {An efficient robust concept exploration method and sequential exploratory experimental design},
institution = {Georgia Institute of Technology},
year = {2005},
url = {http://www.worldcatlibraries.org/wcpa/top3mset/57467815}
} </bibtex>
<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.
- EZfit : Free curve fitting toolbox for matlab
Related labs
A list of labs with similar ideas and scope.
- Computational Engineering and Design Center (Southhampton)
- Engineering Design & Optimization Group (Penn state):
Data sets - Simulation code
A list of publicaly available datasets and simulation codes, useful for testing.
- Donoho-Johnstone Benchmarks
- datasets
- Schrödinger wave simulations
- Spice like simulator for matlab
- Nist dataset archive
- Daisy datasets
- Statlib dataset archive
- Datasets from the book "Neural networks for the modeling and control of dynamic systems.
- A simulation environment for production and transport, logistics and automation systems
- Nanostructure Simulation and Modeling Programs
- A Modular, Distributed Pedestrian Crowd Simulation System
- Fortran simulation codes
- Grid ENabled Integrated Earth system model
- Nasa datasets
- Function approximation repository
- Google directory datasets
- A Collection of Modelling and Simulation Resources on the Internet
- Free simulation software from Nasa
- Earthquake simulation
- Harddisk simulator
- Mountain top radar data
- Statsci dataset repository
- dataset repository
- dataset repository
- problems from the Cross Entropy toolbox
- Weka datasets
- dataset repository
- Max Set of Gaussians Landscape Generator
- Collection of useful Matlab scripts by Thomas Abrahamsson
- A Matlab toolbox for Linear Structural Dynamics Analysis
- Matlab simulators for control and systems modeling
- UIUC Airfoil Data Site
- Proben1 benchmark datasets
- TNF workshop data archives
- Code for kriging models
