Difference between revisions of "Useful Links"
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=== Data sources === | === Data sources === | ||
A list of publicaly available datasets and simulation codes, useful for testing. | A list of publicaly available datasets and simulation codes, useful for testing. | ||
| + | |||
| + | * [ftp://ftp.sas.com/pub/neural/dojo/dojo.html Donoho-Johnstone Benchmarks] | ||
| + | * [http://people.scs.fsu.edu/~burkardt/datasets/datasets.html datasets] | ||
| + | * [http://www.cise.ufl.edu/~mpf/sch/ Schrödinger wave simulations] | ||
| + | * [http://www-syscom.univ-mlv.fr/~vignat/Signal/Space/index.html Spice like simulator for matlab] | ||
| + | * [http://www.itl.nist.gov/div898/strd/general/dataarchive.html Nist dataset archive] | ||
| + | * [http://homes.esat.kuleuven.be/~smc/daisy/daisydata.html Daisy datasets] | ||
| + | * [http://lib.stat.cmu.edu/datasets/ Statlib dataset archive] | ||
| + | * [http://www.iau.dtu.dk/nnbook/systems.html Datasets from the book "Neural networks for the modeling and control of dynamic systems.] | ||
| + | * [http://www.gpc.de/eposes.html A simulation environment for production and transport, logistics and automation systems] | ||
| + | * [http://phy.asu.edu/shumway/codes.html Nanostructure Simulation and Modeling Programs] | ||
| + | * [http://pedsim.silmaril.org/ A Modular, Distributed Pedestrian Crowd Simulation System] | ||
| + | * [http://g95.sourceforge.net/g95_status.html Fortran simulation codes] | ||
| + | * [http://www.genie.ac.uk/ Grid ENabled Integrated Earth system model] | ||
| + | * [http://gcmd.nasa.gov/KeywordSearch/Home.do?Portal=GCMD&MetadataType=0 Nasa datasets] | ||
| + | * [http://funapp.cs.bilkent.edu.tr/DataSets/ Function approximation repository] | ||
| + | * [http://www.google.com/Top/Computers/Artificial_Intelligence/Machine_Learning/Datasets/ Google directory datasets] | ||
| + | * [http://www.idsia.ch/~andrea/simtools.html A Collection of Modelling and Simulation Resources on the Internet] | ||
| + | * [http://www.grc.nasa.gov/WWW/K-12/freesoftware_page.htm Free simulation software from Nasa] | ||
| + | * [http://opensees.berkeley.edu/index.php Earthquake simulation] | ||
| + | * [http://www.pdl.cmu.edu/DiskSim/ Harddisk simulator] | ||
| + | * [http://spib.rice.edu/spib/mtn_top.html Mountain top radar data] | ||
| + | * [http://www.statsci.org/datasets.html Statsci dataset repository] | ||
| + | * [http://statwww.epfl.ch/davison/BMA/Data4BMA/ dataset repository] | ||
| + | * [http://astrostatistics.psu.edu/datasets/ dataset repository] | ||
| + | * [http://www.maths.uq.edu.au/CEToolBox/ problems from the Cross Entropy toolbox] | ||
| + | * [http://www.cs.waikato.ac.nz/~ml/weka/index_datasets.html Weka datasets] | ||
| + | * [http://www.ailab.si/orange/datasets.asp?Inst=on&Atts=on&Class=on&Values=on&Description=on&sort=Data+Set dataset repository] | ||
| + | |||
| + | |||
| + | ==== Predifined functions ==== | ||
| + | * [http://www.cs.cmu.edu/afs/cs/project/jair/pub/volume24/ortizboyer05a-html/node6.html Continuous benchmark problems] | ||
| + | * [http://www2.imm.dtu.dk/~km/GlobOpt/testex/ Optimization test functions] | ||
| + | * [http://www.geatbx.com/docu/fcnindex-01.html Optimization test functions] | ||
| + | * [http://www.ewh.ieee.org/soc/es/May2001/14/Begin.htm Optimization test functions] | ||
| + | * [http://www.it.lut.fi/ip/evo/functions/functions.html Optimization test functions] | ||
| + | * [http://www.cs.colostate.edu/~genitor/functions.html Optimization test functions] | ||
| + | * [http://www-optima.amp.i.kyoto-u.ac.jp/member/student/hedar/Hedar_files/TestGO_files/Page364.htm Optimization test functions] | ||
Revision as of 16:50, 14 August 2007
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.
- 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
