no code implementations • 15 Mar 2024 • Jianyu Hu, Juan-Pablo Ortega, Daiying Yin
A structure-preserving kernel ridge regression method is presented that allows the recovery of potentially high-dimensional and nonlinear Hamiltonian functions out of datasets made of noisy observations of Hamiltonian vector fields.
no code implementations • 2 Mar 2022 • Jianyu Hu, Xiaoli Chen, Jinqiao Duan
We investigate a quantitative network of gene expression dynamics describing the competence development in Bacillus subtilis.