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  • QLKNN hyper overview

Last edited by Karel van de Plassche Feb 13, 2021
Page history

QLKNN hyper overview

QLKNN-hyper is a transport model based on a large hypercube of QuaLiKiz simulations.

For publications, see QLKNN overview.

Code and data:

  • Training set: https://doi.org/10.5281/zenodo.3497065
  • Fortran driver with Python and Matlab wrappers: https://gitlab.com/qualikiz-group/QLKNN-fortran
  • Weights and biases (for fortran) are namelists, and need git LFS to pull in the QLKNN-fortran repo above
  • Pure-python driver (developer code): https://gitlab.com/Karel-van-de-Plassche/QLKNN-develop
  • Weights and biases (for pure-python): https://gitlab.com/qualikiz-group/qlknn-hyper

Integrated modelling runs

Appeared in Journal Publications

Tokamak Pulse # time frame modelling platform QLKz version QLKNN version I T n \Gamma Comments Simulation Location publication Other used models
JET 73342 20750 - 22750 ms JINTRAC ? - x x x o - JET catalog jcitrin/jetto/jet/73342/apr2319/seq #1 K.L. van de Plassche et al. PoP 2020 (preprint) ?
JET 73342 20750 - 22750 ms JINTRAC - qlknn-hyper-10D-PoP2020 x x x o - JET catalog kplass/jetto/jet/73342/dec2919/seq #1 K.L. van de Plassche et al. PoP 2020 (preprint) ?
JET 73342 20750 - 22750 ms JINTRAC ? - x x x x - JET catalog jcitrin/jetto/jet/73342/apr2319/seq #2 K.L. van de Plassche et al. PoP 2020 (preprint) ?
JET 73342 20750 - 22750 ms JINTRAC - qlknn-hyper-10D-PoP2020 x x x x - JET catalog kplass/jetto/jet/73342/dec2919/seq #2 K.L. van de Plassche et al. PoP 2020 (preprint) ?
JET 92398 63779 - 86000 ms JINTRAC ? - x x x o - JET catalog jcitrin/jetto/jet/92398/jan2919/seq #1 K.L. van de Plassche et al. PoP 2020 (preprint) ?
JET 92398 63779 - 86000 ms JINTRAC - qlknn-hyper-10D-PoP2020 x x x o - JET catalog kplass/jetto/jet/92398/dec2919/seq #1 K.L. van de Plassche et al. PoP 2020 (preprint) ?
JET 92398 63779 - 86000 ms JINTRAC ? - x x x x - JET catalog jcitrin/jetto/jet/92398/oct1618/seq #1 K.L. van de Plassche et al. PoP 2020 (preprint) ?
JET 92398 63779 - 86000 ms JINTRAC - qlknn-hyper-10D-PoP2020 x x x x - JET catalog kplass/jetto/jet/92398/dec2919/seq #2 K.L. van de Plassche et al. PoP 2020 (preprint) ?
JET 92436 10000 - 12000 ms JINTRAC ? - x x x o - JET catalog jcitrin/jetto/jet/92436/may2419/seq #1 K.L. van de Plassche et al. PoP 2020 (preprint) ?
JET 92436 10000 - 12000 ms JINTRAC - qlknn-hyper-10D-PoP2020 x x x o - JET catalog kplass/jetto/jet/92436/dec2919/seq #1 K.L. van de Plassche et al. PoP 2020 (preprint) ?
JET 92436 10000 - 12000 ms JINTRAC ? - x x x x - JET catalog jcitrin/jetto/jet/92436/may2419/seq #2 K.L. van de Plassche et al. PoP 2020 (preprint) ?
JET 92436 10000 - 12000 ms JINTRAC - qlknn-hyper-10D-PoP2020 x x x x - JET catalog kplass/jetto/jet/92436/dec2919/seq #2 K.L. van de Plassche et al. PoP 2020 (preprint) ?
- - - - - - - - - - - - - -
JET 92436 10000 - 12000 ms JINTRAC ? - x x x o - JET catalog kplass/jetto/jet/92436/dec2919/seq #4 K.L. van de Plassche et al. PoP 2020 (preprint) ?
JET 92436 10000 - 12000 ms JINTRAC - qlknn-hyper-10D-PoP2020 x x x o - JET catalog kplass/jetto/jet/92436/dec3019/seq #1 K.L. van de Plassche et al. PoP 2020 (preprint) ?
JET 92436 10000 - 12000 ms RAPTOR - qlknn-hyper-10D-PoP2020 x x x o - local disk K.L. van de Plassche et al. PoP 2020 (preprint) ?
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