Digi Turbine is a synthetic PINN benchmark integrating Euler-Bernoulli beam theory with Winkler foundation, Bayesian inverse identification, and FORM screening for OWT monopile monitoring, validated on synthetic data with analytical ground truth.
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A Synthetic Reliability-Aware PINN Benchmark for Offshore Wind Turbine Support-Structure Monitoring with Bayesian Inverse Identification
Digi Turbine is a synthetic PINN benchmark integrating Euler-Bernoulli beam theory with Winkler foundation, Bayesian inverse identification, and FORM screening for OWT monopile monitoring, validated on synthetic data with analytical ground truth.