Uses of Class
neqsim.process.calibration.EnKFParameterEstimator

Packages that use EnKFParameterEstimator

Package	Description
neqsim.process.calibration

Uses of EnKFParameterEstimator in neqsim.process.calibration

Methods in neqsim.process.calibration that return EnKFParameterEstimator

Modifier and Type	Method	Description
EnKFParameterEstimator	EnKFParameterEstimator.addMeasuredVariable(String path, String unit, double noiseStd)	Adds a measured variable to match.
EnKFParameterEstimator	EnKFParameterEstimator.addTunableParameter(String path, String unit, double minValue, double maxValue, double initialValue)	Adds a tunable parameter to estimate.
EnKFParameterEstimator	EnKFParameterEstimator.addTunableParameter(String path, String unit, double minValue, double maxValue, double initialValue, double initialUncertainty)	Adds a tunable parameter with explicit uncertainty.
EnKFParameterEstimator	CalibrationFrameworkExample.createEstimator()	Sets up the EnKF estimator.
EnKFParameterEstimator	WellRoutingEstimationExample.createEstimator()	Creates and configures the EnKF estimator.
EnKFParameterEstimator	EnKFParameterEstimator.setMaxChangePerUpdate(double maxChange)	Sets the maximum parameter change per update (rate limiting).
EnKFParameterEstimator	EnKFParameterEstimator.setProcessNoise(double processNoiseStd)	Sets the process noise standard deviation.

Methods in neqsim.process.calibration with parameters of type EnKFParameterEstimator

Modifier and Type	Method	Description
private void	WellRoutingEstimationExample.printFinalSummary(EnKFParameterEstimator estimator)	Prints final summary comparing estimates to true values.
EstimationTestHarness.TestReport	EstimationTestHarness.runConvergenceTest(EnKFParameterEstimator estimator, int numSteps)	Runs a convergence test.
EstimationTestHarness.TestReport	EstimationTestHarness.runConvergenceTest(EnKFParameterEstimator estimator, int numSteps, double noiseMultiplier, Consumer<Integer> progressCallback)	Runs a convergence test with optional progress callback.
EstimationTestHarness.TestReport	EstimationTestHarness.runDriftTrackingTest(EnKFParameterEstimator estimator, int numSteps, int driftingParamIndex, double driftRate)	Runs a parameter drift tracking test.
void	WellRoutingEstimationExample.runLiveEstimation(EnKFParameterEstimator estimator)	Runs the live estimation loop.
Map<Double, EstimationTestHarness.TestReport>	EstimationTestHarness.runNoiseRobustnessTest(EnKFParameterEstimator estimator, int stepsPerLevel, double[] noiseLevels)	Runs a noise robustness test at multiple noise levels.
boolean	WellRoutingEstimationExample.runValidation(EnKFParameterEstimator estimator, EstimationTestHarness harness)	Runs pre-deployment validation tests.

Method parameters in neqsim.process.calibration with type arguments of type EnKFParameterEstimator

Modifier and Type	Method	Description
EstimationTestHarness.MonteCarloReport	EstimationTestHarness.runMonteCarloValidation(Supplier<EnKFParameterEstimator> estimatorFactory, int numTrials, int stepsPerTrial)	Runs Monte Carlo validation with multiple trials.