Statistical Verification of Cyber-Physical Systems using Surrogate Models and Conformal Inference
Author:
Affiliation:
1. University of Southern California,Los Angeles,CA,USA
2. Galois, Inc.,Portland,OR,USA
3. Massachusetts Institute of Technology,Cambridge,MA,USA
Funder
National Science Foundation
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9797459/9797464/09797578.pdf?arnumber=9797578
Reference47 articles.
1. Aircraft Control and Simulation: Dynamics, Controls Design, and Autonomous Systems
2. Statistical Model Checking of Black-Box Probabilistic Systems
3. Gaussian processes in machine learning;rasmussen;Machine Learning Summer School,2003
4. The UVA/PADOVA Type 1 Diabetes Simulator
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