Skip to content
@physics-based-ml

Physics-based ML for modelling stochastic reaction networks

Code and papers from https://emj.ics.uci.edu and https://cnl.salk.edu

Popular repositories

  1. DyBoltzReducedModelsPaper DyBoltzReducedModelsPaper Public

    Forked from smrfeld/DyBoltzReducedModelsPaper

    Code for paper: J. Chem. Phys. 149, 034107 (2018) (arXiv:1803.01063)

    Mathematica 1

  2. physics-based-ml-reaction-networks 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

    Mathematica 1

  3. DynamicBoltzmannPaper DynamicBoltzmannPaper Public

    Forked from smrfeld/DynamicBoltzmannPaper

    Code used in arXiv:1808.08630

    Mathematica

  4. ReducedLotkaVolterra ReducedLotkaVolterra Public

    Forked from smrfeld/ReducedLotkaVolterra

    Code used in paper "Deep Learning Moment Closure Approximations using Dynamic Boltzmann Distributions" arXiv 1905.12122

    Mathematica

  5. gillespie-cpp 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

    Mathematica

  6. LatticeGillespieCpp LatticeGillespieCpp Public

    Forked from smrfeld/LatticeGillespieCpp

    Gillespie Codes on Lattices in C++

    Mathematica

Repositories

Showing 9 of 9 repositories

People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages

Loading…

Most used topics

Loading…