Physics-based ML for modelling stochastic reaction networks
- United States of America
- https://physics-based-ml.github.io
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DyBoltzReducedModelsPaper
DyBoltzReducedModelsPaper PublicForked from smrfeld/DyBoltzReducedModelsPaper
Code for paper: J. Chem. Phys. 149, 034107 (2018) (arXiv:1803.01063)
Mathematica 1
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physics-based-ml-reaction-networks
physics-based-ml-reaction-networks PublicForked from smrfeld/physics-based-ml-reaction-networks
Code for paper "Physics-based machine learning for modeling IP3 induced calcium oscillations" - DOI: 10.5281/zenodo.4839127
Mathematica 1
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DynamicBoltzmannPaper
DynamicBoltzmannPaper PublicForked from smrfeld/DynamicBoltzmannPaper
Code used in arXiv:1808.08630
Mathematica
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ReducedLotkaVolterra
ReducedLotkaVolterra PublicForked from smrfeld/ReducedLotkaVolterra
Code used in paper "Deep Learning Moment Closure Approximations using Dynamic Boltzmann Distributions" arXiv 1905.12122
Mathematica
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gillespie-cpp
gillespie-cpp PublicForked from smrfeld/gillespie-cpp
Simple as it gets Gillespie library in C++, as a stepping stone for your own Gillespie codes
Mathematica
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LatticeGillespieCpp
LatticeGillespieCpp PublicForked from smrfeld/LatticeGillespieCpp
Gillespie Codes on Lattices in C++
Mathematica
Repositories
- LatticeGillespieCpp Public Forked from smrfeld/LatticeGillespieCpp
Gillespie Codes on Lattices in C++
physics-based-ml/LatticeGillespieCpp’s past year of commit activity - gillespie-cpp Public Forked from smrfeld/gillespie-cpp
Simple as it gets Gillespie library in C++, as a stepping stone for your own Gillespie codes
physics-based-ml/gillespie-cpp’s past year of commit activity - DyBoltzReducedModelsPaper Public Forked from smrfeld/DyBoltzReducedModelsPaper
Code for paper: J. Chem. Phys. 149, 034107 (2018) (arXiv:1803.01063)
physics-based-ml/DyBoltzReducedModelsPaper’s past year of commit activity - ReducedLotkaVolterra Public Forked from smrfeld/ReducedLotkaVolterra
Code used in paper "Deep Learning Moment Closure Approximations using Dynamic Boltzmann Distributions" arXiv 1905.12122
physics-based-ml/ReducedLotkaVolterra’s past year of commit activity - DynamicBoltzmannPaper Public Forked from smrfeld/DynamicBoltzmannPaper
Code used in arXiv:1808.08630
physics-based-ml/DynamicBoltzmannPaper’s past year of commit activity - DynamicBoltzmann Public Forked from smrfeld/DynamicBoltzmann
Dynamic Boltzmann Machine for Lattice Chemical Kinetics
physics-based-ml/DynamicBoltzmann’s past year of commit activity - physics-based-ml-reaction-networks Public Forked from smrfeld/physics-based-ml-reaction-networks
Code for paper "Physics-based machine learning for modeling IP3 induced calcium oscillations" - DOI: 10.5281/zenodo.4839127
physics-based-ml/physics-based-ml-reaction-networks’s past year of commit activity - sample-pairs-gaussian Public Forked from smrfeld/sample-pairs-gaussian
Python code to sample pairs of a given set of particles in n dims, where the probability for each pair is Gaussian
physics-based-ml/sample-pairs-gaussian’s past year of commit activity
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