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L
Love_Dick_Feynman
I'm a PhD in quantum dissipative dynamics. My main interests include machine learning, stochastic processes and algorithms.
- 公司
- —
- 位置
- Beijing, China (Presently Cambridge, UK)
- Stars
- 96
- 粉丝 / 仓库
- 44
代表作品 / 项目
- Murphy-Machine-Learning-A-Probabilistic-Perspective-Errata-and-Notes-4th-printing⭐ 69Murphy's Machine Learning: A Probabilistic Perspective Errata (4th and later printings)
- Ring-Polymer-Molecular-Dynamics-in-Python-and-cpp⭐ 12In this project, we give python and C++ codes for the Ring Polymer Molecular Dynamics (RMPD) to calculate the time correlation function(TCF) of coordinate <q(0)q(t)>. Two kinds of thermostat have been tested.
- HEOM⭐ 6We gave derivations of Hierarchical Equations Of Motion, which describe the dissipative propagation of reduced density matrix.
- Neural-Network-nonlinear-regression-spectral-density⭐ 5We use neural network to do nonlinear regression (both interpolation and extrapolation).
- RNN-LSTM-to-learn-long-time-quantum-dynamics⭐ 3I use RNN-LSTM to encode the propagation information of a quantum dissipatvie system (or say, quantum process tomography).