OpenCossan
OpenCossan is a Matlab-based toolbox for uncertainty quantification and management. The implemented framework includes third-party software integration (e.g. ANSYS), efficient numeric algorithms (e.g. Line Sampling) and parallelization for high performance computing. OpenCossan functionalities can be summarized in:
Uncertainty Quantification
Simulation-based Reliability Analysis
Sensitivity Analysis
Meta-Modelling
Stochastic Finite Elements Analysis
Reliability-Based Optimization
引用
Patelli, Edoardo. “COSSAN: A Multidisciplinary Software Suite for Uncertainty Quantification and Risk Management.” Handbook of Uncertainty Quantification, Springer International Publishing, 2015, pp. 1–69, doi:10.1007/978-3-319-11259-6_59-1.
Edoardo Patelli (2024). OpenCossan (https://github.com/cossan-working-group/OpenCossan/releases/tag/v1.1.2), GitHub. 取得済み .
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COSSANXengine/examples/BlackBoxChallenge
COSSANXengine/examples/BlackBoxChallenge/RP14
COSSANXengine/examples/BlackBoxChallenge/RP24
COSSANXengine/examples/BlackBoxChallenge/RP31
COSSANXengine/examples/BlackBoxChallenge/RP53
COSSANXengine/examples/BlackBoxChallenge/RP54
COSSANXengine/examples/BlackBoxChallenge/RP75
COSSANXengine/examples/BlackBoxChallenge/RP8
COSSANXengine/examples/Models/FiniteElements/ANSYS/Suspension_arm
COSSANXengine/examples/Models/FiniteElements/MATLAB
COSSANXengine/examples/Models/MatlabFunctions/Himmelblau
COSSANXengine/examples/Models/MatlabFunctions/Rastrigins
COSSANXengine/examples/Models/MatlabFunctions/Rosenbrock
COSSANXengine/examples/Tutorials/6StoreyBuilding
COSSANXengine/examples/Tutorials/6StoreyBuilding/Auxiliary files
COSSANXengine/examples/Tutorials/6StoreyBuildingSFEM
COSSANXengine/examples/Tutorials/AntennaTower
COSSANXengine/examples/Tutorials/BayesianOptimization
COSSANXengine/examples/Tutorials/Beam3PointBending
COSSANXengine/examples/Tutorials/BikeFrame
COSSANXengine/examples/Tutorials/BridgeModel
COSSANXengine/examples/Tutorials/BuildingFrameWithDampers
COSSANXengine/examples/Tutorials/CantileverBeam
COSSANXengine/examples/Tutorials/CantileverBeam/MatlabModel
COSSANXengine/examples/Tutorials/CargoCrane
COSSANXengine/examples/Tutorials/CossanObjects
COSSANXengine/examples/Tutorials/CossanObjects/Connector/FEAP
COSSANXengine/examples/Tutorials/CossanObjects/Files4Mio
COSSANXengine/examples/Tutorials/CylindricalShell
COSSANXengine/examples/Tutorials/CylindricalShell/CylindricalShell2
COSSANXengine/examples/Tutorials/CylindricalShell/Cylindrical_shell
COSSANXengine/examples/Tutorials/InfectionDynamicModel
COSSANXengine/examples/Tutorials/IshigamiFunction
COSSANXengine/examples/Tutorials/ModelUpdating
COSSANXengine/examples/Tutorials/ModelUpdating/MatlabModel
COSSANXengine/examples/Tutorials/MonteCarloSimulation
COSSANXengine/examples/Tutorials/ParallelSystem
COSSANXengine/examples/Tutorials/PlateWithHole
COSSANXengine/examples/Tutorials/ReliabilityBasedOptimization
COSSANXengine/examples/Tutorials/ReliabilityBenchmarks/UseCase #1
COSSANXengine/examples/Tutorials/ReliabilityBenchmarks/UseCase #1/performancefunctions
COSSANXengine/examples/Tutorials/ReliabilityBenchmarks/UseCase #2
COSSANXengine/examples/Tutorials/ReliabilityBenchmarks/UseCase #3
COSSANXengine/examples/Tutorials/ReliabilityBenchmarks/UseCase #3/performacefunctions
COSSANXengine/examples/Tutorials/ReliabilityBenchmarks/UseCase #5
COSSANXengine/examples/Tutorials/ReliabilityBenchmarks/UseCase #6
COSSANXengine/examples/Tutorials/ReliabilityBenchmarks/UseCase #7
COSSANXengine/examples/Tutorials/SmallSatellite
COSSANXengine/examples/Tutorials/SuspensionArm
COSSANXengine/examples/Tutorials/SuspensionArmOptimization
COSSANXengine/examples/Tutorials/TrussBridgeStructure
COSSANXengine/mex/src/Bobyqa
COSSANXengine/mex/src/Cobyla
COSSANXengine/mex/src/Fann
COSSANXengine/mex/src/SRES
COSSANXengine/src/Inputs/@BoundedSet
COSSANXengine/src/Inputs/@CovarianceFunction
COSSANXengine/src/Inputs/@DesignVariable
COSSANXengine/src/Inputs/@Function
COSSANXengine/src/Inputs/@GaussianMixtureRandomVariableSet
COSSANXengine/src/Inputs/@Input
COSSANXengine/src/Inputs/@Interval
COSSANXengine/src/Inputs/@Parameter
COSSANXengine/src/Inputs/@RandomVariable
COSSANXengine/src/Inputs/@RandomVariable/private
COSSANXengine/src/Inputs/@RandomVariableSet
COSSANXengine/src/Inputs/@RandomVariableSet/private
COSSANXengine/src/Inputs/@StochasticProcess
COSSANXengine/src/Inputs/@UserDefRandomVariable
COSSANXengine/src/common
COSSANXengine/src/common/@Analysis
COSSANXengine/src/common/@Dataseries
COSSANXengine/src/common/@Evaluator
COSSANXengine/src/common/@MarkovChain
COSSANXengine/src/common/@Model
COSSANXengine/src/common/@OpenCossan
COSSANXengine/src/common/@Samples
COSSANXengine/src/common/@SolutionSequence
COSSANXengine/src/common/@Timer
COSSANXengine/src/common/solutionSequenceScripts/innerLoopExtremeCase
COSSANXengine/src/common/solutionSequenceScripts/innerLoopUncertaintyPropagation
COSSANXengine/src/common/utilities
COSSANXengine/src/common/utilities/ASCII
COSSANXengine/src/common/utilities/PC_exp_functions
COSSANXengine/src/connectors/@Connector
COSSANXengine/src/connectors/@Connector/predefinedConnectors
COSSANXengine/src/connectors/ascii/@Extractor
COSSANXengine/src/connectors/ascii/@HBExtractor
COSSANXengine/src/connectors/ascii/@Identifier
COSSANXengine/src/connectors/ascii/@Injector
COSSANXengine/src/connectors/ascii/@MTXExtractor
COSSANXengine/src/connectors/ascii/@MappingExtractor
COSSANXengine/src/connectors/ascii/@Op4Extractor
COSSANXengine/src/connectors/ascii/@PunchExtractor
COSSANXengine/src/connectors/ascii/@Response
COSSANXengine/src/connectors/ascii/@TableExtractor
COSSANXengine/src/connectors/ascii/@TableInjector
COSSANXengine/src/connectors/matlab/@Mio
COSSANXengine/src/fatiguefracture/@CrackGrowth
COSSANXengine/src/fatiguefracture/@FatigueFracture
COSSANXengine/src/fatiguefracture/@FatigueFractureOutput
COSSANXengine/src/fatiguefracture/@Fracture
COSSANXengine/src/highperformancecomputing/@JobManager
COSSANXengine/src/highperformancecomputing/@JobManagerInterface
COSSANXengine/src/inference/@ModelUpdating
COSSANXengine/src/metamodel/@KrigingModel
COSSANXengine/src/metamodel/@MetaModel
COSSANXengine/src/metamodel/@ModeBased
COSSANXengine/src/metamodel/@NeuralNetwork
COSSANXengine/src/metamodel/@PolyharmonicSplines
COSSANXengine/src/metamodel/@PolynomialChaos
COSSANXengine/src/metamodel/@ResponseSurface
COSSANXengine/src/optimization/@BFGS
COSSANXengine/src/optimization/@Bobyqa
COSSANXengine/src/optimization/@Cobyla
COSSANXengine/src/optimization/@Constraint
COSSANXengine/src/optimization/@CrossEntropy
COSSANXengine/src/optimization/@EvolutionStrategy
COSSANXengine/src/optimization/@ExtremeCase
COSSANXengine/src/optimization/@GeneticAlgorithms
COSSANXengine/src/optimization/@IntervalAnalysis
COSSANXengine/src/optimization/@MiniMax
COSSANXengine/src/optimization/@ObjectiveFunction
COSSANXengine/src/optimization/@OptimizationProblem
COSSANXengine/src/optimization/@Optimizer
COSSANXengine/src/optimization/@RBOProblem
COSSANXengine/src/optimization/@RobustDesign
COSSANXengine/src/optimization/@SequentialQuadraticProgramming
COSSANXengine/src/optimization/@Simplex
COSSANXengine/src/optimization/@SimulatedAnnealing
COSSANXengine/src/optimization/@StochasticRanking
COSSANXengine/src/optimization/@UncertaintyPropagation
COSSANXengine/src/outputs/@CutSet
COSSANXengine/src/outputs/@DesignPoint
COSSANXengine/src/outputs/@Extrema
COSSANXengine/src/outputs/@FailureProbability
COSSANXengine/src/outputs/@Gradient
COSSANXengine/src/outputs/@LineData
COSSANXengine/src/outputs/@LineSamplingData
COSSANXengine/src/outputs/@LineSamplingOutput
COSSANXengine/src/outputs/@LocalSensitivityMeasures
COSSANXengine/src/outputs/@Modes
COSSANXengine/src/outputs/@Optimum
COSSANXengine/src/outputs/@SensitivityMeasures
COSSANXengine/src/outputs/@SfemOutput
COSSANXengine/src/outputs/@SimulationData
COSSANXengine/src/outputs/@SubsetOutput
COSSANXengine/src/reliability/@FaultTree
COSSANXengine/src/reliability/@PerformanceFunction
COSSANXengine/src/reliability/@ProbabilisticModel
COSSANXengine/src/reliability/@SystemReliability
COSSANXengine/src/sensitivity/@GlobalSensitivityGivenData
COSSANXengine/src/sensitivity/@GlobalSensitivityRandomBalanceDesign
COSSANXengine/src/sensitivity/@GlobalSensitivitySobol
COSSANXengine/src/sensitivity/@GlobalSensitivityUpperBound
COSSANXengine/src/sensitivity/@LocalSensitivityFiniteDifference
COSSANXengine/src/sensitivity/@LocalSensitivityMonteCarlo
COSSANXengine/src/sensitivity/@Sensitivity
COSSANXengine/src/sfem/@Nastsem
COSSANXengine/src/sfem/@Neumann
COSSANXengine/src/sfem/@Perturbation
COSSANXengine/src/sfem/@Sfem
COSSANXengine/src/sfem/@SfemPolynomialChaos
COSSANXengine/src/simulations/@AdaptiveLineSampling
COSSANXengine/src/simulations/@DesignOfExperiments
COSSANXengine/src/simulations/@HaltonSampling
COSSANXengine/src/simulations/@ImportanceSampling
COSSANXengine/src/simulations/@LatinHypercubeSampling
COSSANXengine/src/simulations/@LineSampling
COSSANXengine/src/simulations/@MonteCarlo
COSSANXengine/src/simulations/@RadialBasedImportanceSampling
COSSANXengine/src/simulations/@Simulations
COSSANXengine/src/simulations/@SobolSampling
COSSANXengine/src/simulations/@SubSet
COSSANXengine/tools
OpenSourceSoftware/src/ConnectorWrapper
doc/reference
test/integration
COSSANXengine/examples/BlackBoxChallenge
COSSANXengine/examples/Tutorials/CantileverBeam/live
COSSANXengine/examples/Tutorials/MonteCarloSimulation
doc
GitHub の既定のブランチを使用するバージョンはダウンロードできません
バージョン | 公開済み | リリース ノート | |
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1.1.2 | See release notes for this release on GitHub: https://github.com/cossan-working-group/OpenCossan/releases/tag/v1.1.2 |
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1.1.1 | add initialisations script |
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1.1.0 | * Fix Nataf mapping of random variables.
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1.0.0 |
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