Karel van de PlasscheQLKNN-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) | ? |