Kota Takeda
Ph.D. student at Kyoto Univ. and JRA in R-CCS
数学PDF
UQ
- Measures of Information and Uncertainty
- Bayesian Inverse Problem
- Spectral Expansions
- Stochastic Galerkin
- Markov Chain and Geometric Ergodicity
- Stochastic Process and SDE
- Presentability of symmetric measures
流体
HMC
- Survey of Hamiltonian Monte Carlo
- Map of Hamiltonian Monte Carlo
- Geometric Ergodicity of Hamiltnian Monte Carlo
- Spherical HMC
- Stochastic Gradient Hamiltonian Monte Carlo
- Monitoring of HMC Sampling
- Adaptive Tuning Parameters on HMC
- slide:
データ同化
- DA mathematical review
- DA dynamical model
- Kalman Filter
- DA with Wasserstein distance
- Particle Filter and related methods
- slide: