The module for estimating committor function using various methods (direct sampling, kernel methods, fokker-planck equations, neural networks) should be integrated into the package. Some of these methods have been used for the following conference paper:
D. Lucente, S. Duffner, C. Herbert, J. Rolland, and F. Bouchet. Machine learning of committor functions for predicting high impact climate events, In J. Brajard, A. Charantonis, C. Chen, and J. Runge, editors, Proceedings of the 9th International Workshop on Climate Informatics: CI 2019. NCAR, 2019. arXiv:1910.11736doi:10.5065/y82j-f154
The module for estimating committor function using various methods (direct sampling, kernel methods, fokker-planck equations, neural networks) should be integrated into the package. Some of these methods have been used for the following conference paper:
D. Lucente, S. Duffner, C. Herbert, J. Rolland, and F. Bouchet. Machine learning of committor functions for predicting high impact climate events, In J. Brajard, A. Charantonis, C. Chen, and J. Runge, editors, Proceedings of the 9th International Workshop on Climate Informatics: CI 2019. NCAR, 2019. arXiv:1910.11736 doi:10.5065/y82j-f154