Figures with micro and pheno together

2.9. Figures with micro and pheno together#

In this tutorial, you will learn how to employ nucleardatapy to draw figures shownign results from micro nd pheno together.

Import the libraries that will be employed in this tutorial.

# Import numpy
import numpy as np
# Import matplotlib
import matplotlib.pyplot as plt
# Import nucleardatapy package
import nucleardatapy as nuda
%matplotlib inline

plot energy per particle in NM:

den = np.array([0.04,0.06,0.08,0.1,0.12,0.14,0.16])
models = [ '2016-MBPT-AM', '2016-QMC-NM', '2020-MBPT-AM' ]
band = nuda.matter.setupMicroBand( models, den=den, matter='NM' )
micro_mbs, micro_mbs_lower = nuda.matter.micro_mbs()
pheno_models = [ 'Skyrme', 'NLRH', 'DDRH', 'DDRHF' ]
# nuda.fig.matter_ENM_fig( None, micro_mbs, pheno_models, band )

Band in NM
model ->  2016-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
model ->  2016-QMC-NM
flag_nm: True
flag_sm: False
flag_kf: True
flag_den: False
model ->  2020-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
model ->  2016-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
model ->  2016-QMC-NM
flag_nm: True
flag_sm: False
flag_kf: True
flag_den: False
model ->  2020-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True

plot energy per particle in SM:

den = np.array([0.04,0.06,0.08,0.1,0.12,0.14,0.16])
models = [ '2016-MBPT-AM', '2020-MBPT-AM' ]
band = nuda.matter.setupMicroBand( models, den=den, matter='SM' )
micro_mbs, micro_mbs_lower = nuda.matter.micro_esym_mbs()
pheno_models = [ 'Skyrme', 'NLRH', 'DDRH', 'DDRHF' ]
nuda.fig.matter_all_e2a_fig( None, micro_mbs, pheno_models, band, band, matter='SM' )

Band in SM
model ->  2016-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
model ->  2020-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
model ->  2016-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
model ->  2020-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
Plot name: None
models in matter code: ['1981-VAR-AM-FP', '1998-VAR-AM-APR', '1998-VAR-AM-APR-fit']
model ->  1981-VAR-AM-FP
flag_nm: True
flag_sm: True
flag_kf: True
flag_den: False
mb: VAR model: 1981-VAR-AM-FP
with marker 2: o
with no error False
model ->  1998-VAR-AM-APR
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: VAR model: 1998-VAR-AM-APR
with marker 1: ^
with no error False
models in matter code: ['2024-BHF-AM-2BF-Av18', '2024-BHF-AM-2BF-BONN', '2024-BHF-AM-2BF-CDBONN', '2024-BHF-AM-2BF-NSC97a', '2024-BHF-AM-2BF-NSC97b', '2024-BHF-AM-2BF-NSC97c', '2024-BHF-AM-2BF-NSC97d', '2024-BHF-AM-2BF-NSC97e', '2024-BHF-AM-2BF-NSC97f']
model ->  2024-BHF-AM-2BF-Av18
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-Av18
with marker 2: o
with no error False
model ->  2024-BHF-AM-2BF-BONN
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-BONN
with marker 1: o
with no error False
model ->  2024-BHF-AM-2BF-CDBONN
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-CDBONN
with marker 1: o
with no error False
model ->  2024-BHF-AM-2BF-NSC97a
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-NSC97a
with marker 1: o
with no error False
model ->  2024-BHF-AM-2BF-NSC97b
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-NSC97b
with marker 1: o
with no error False
model ->  2024-BHF-AM-2BF-NSC97c
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-NSC97c
with marker 1: o
with no error False
model ->  2024-BHF-AM-2BF-NSC97d
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-NSC97d
with marker 1: o
with no error False
model ->  2024-BHF-AM-2BF-NSC97e
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-NSC97e
with marker 1: o
with no error False
model ->  2024-BHF-AM-2BF-NSC97f
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-NSC97f
with marker 1: o
with no error False
models in matter code: ['2006-BHF-AM-Av18', '2024-BHF-AM-23BF-Av18', '2024-BHF-AM-23BF-BONN', '2024-BHF-AM-23BF-CDBONN', '2024-BHF-AM-23BF-NSC97a', '2024-BHF-AM-23BF-NSC97b', '2024-BHF-AM-23BF-NSC97c', '2024-BHF-AM-23BF-NSC97d', '2024-BHF-AM-23BF-NSC97e', '2024-BHF-AM-23BF-NSC97f']
model ->  2006-BHF-AM-Av18
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2006-BHF-AM-Av18
with marker 2: o
with no error False
model ->  2024-BHF-AM-23BF-Av18
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-Av18
with marker 1: o
with no error False
model ->  2024-BHF-AM-23BF-BONN
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-BONN
with marker 1: o
with no error False
model ->  2024-BHF-AM-23BF-CDBONN
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-CDBONN
with marker 1: o
with no error False
model ->  2024-BHF-AM-23BF-NSC97a
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-NSC97a
with marker 1: o
with no error False
model ->  2024-BHF-AM-23BF-NSC97b
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-NSC97b
with marker 1: o
with no error False
model ->  2024-BHF-AM-23BF-NSC97c
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-NSC97c
with marker 1: o
with no error False
model ->  2024-BHF-AM-23BF-NSC97d
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-NSC97d
with marker 1: o
with no error False
model ->  2024-BHF-AM-23BF-NSC97e
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-NSC97e
with marker 1: o
with no error False
model ->  2024-BHF-AM-23BF-NSC97f
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-NSC97f
with marker 1: o
with no error False
models in matter code: ['2013-MBPT-NM', '2016-MBPT-AM', '2019-MBPT-AM-L59', '2019-MBPT-AM-L69', '2020-MBPT-AM', '2024-MBPT-AM-DN2LO-450', '2024-MBPT-AM-DN2LO-500', '2024-MBPT-AM-DN2LOgo-394', '2024-MBPT-AM-DN2LOgo-450', '2024-MBPT-AM-N2LOsat']
model ->  2016-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2016-MBPT-AM
with marker 2: s
with error True
model ->  2019-MBPT-AM-L59
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2019-MBPT-AM-L59
with marker 1: s
with no error False
model ->  2019-MBPT-AM-L69
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2019-MBPT-AM-L69
with marker 1: s
with no error False
model ->  2020-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2020-MBPT-AM
with marker 1: o
with error True
model ->  2024-MBPT-AM-DN2LO-450
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2024-MBPT-AM-DN2LO-450
with marker 1: x
with no error False
model ->  2024-MBPT-AM-DN2LO-500
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2024-MBPT-AM-DN2LO-500
with marker 1: x
with no error False
model ->  2024-MBPT-AM-DN2LOgo-394
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2024-MBPT-AM-DN2LOgo-394
with marker 1: x
with no error False
model ->  2024-MBPT-AM-DN2LOgo-450
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2024-MBPT-AM-DN2LOgo-450
with marker 1: x
with no error False
model ->  2024-MBPT-AM-N2LOsat
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2024-MBPT-AM-N2LOsat
with marker 1: x
with no error False
models in matter code: ['2024-NLEFT-AM']
model ->  2024-NLEFT-AM
sm_popt: [-9.17066389 10.01180306 -3.0695997 ]
sm_pcov: [[ 0.50462836 -0.83636896  0.34040806]
 [-0.83636896  1.40263142 -0.5763757 ]
 [ 0.34040806 -0.5763757   0.23873678]]
nm_popt: [-1.18794133  0.71930878 -0.11294907]
nm_pcov: [[ 0.01360533 -0.01702127  0.00515285]
 [-0.01702127  0.02165016 -0.00663766]
 [ 0.00515285 -0.00663766  0.00205604]]
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: False
mb: NLEFT model: 2024-NLEFT-AM
with marker 2: s
with error True
models in matter code: ['2020-SCGF-AM-N3LO-414', '2020-SCGF-AM-N3LO-450', '2020-SCGF-AM-N3LO-500', '2024-SCGF-AM-DN2LO-450', '2024-SCGF-AM-DN2LO-500', '2024-SCGF-AM-DN2LOgo-394', '2024-SCGF-AM-DN2LOgo-450', '2024-SCGF-AM-N2LOsat']
model ->  2020-SCGF-AM-N3LO-414
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: SCGF model: 2020-SCGF-AM-N3LO-414
with marker 2: +
with no error False
model ->  2020-SCGF-AM-N3LO-450
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: SCGF model: 2020-SCGF-AM-N3LO-450
with marker 1: +
with no error False
model ->  2020-SCGF-AM-N3LO-500
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: SCGF model: 2020-SCGF-AM-N3LO-500
with marker 1: +
with no error False
model ->  2024-SCGF-AM-DN2LO-450
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: SCGF model: 2024-SCGF-AM-DN2LO-450
with marker 1: x
with no error False
model ->  2024-SCGF-AM-DN2LO-500
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: SCGF model: 2024-SCGF-AM-DN2LO-500
with marker 1: x
with no error False
model ->  2024-SCGF-AM-DN2LOgo-394
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: SCGF model: 2024-SCGF-AM-DN2LOgo-394
with marker 1: x
with no error False
model ->  2024-SCGF-AM-DN2LOgo-450
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: SCGF model: 2024-SCGF-AM-DN2LOgo-450
with marker 1: x
with no error False
model ->  2024-SCGF-AM-N2LOsat
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: SCGF model: 2024-SCGF-AM-N2LOsat
with marker 1: x
with no error False
models in matter code: ['2024-CC-AM-DN2LO-450', '2024-CC-AM-DN2LO-500', '2024-CC-AM-DN2LOgo-394', '2024-CC-AM-DN2LOgo-450', '2024-CC-AM-N2LOsat']
model ->  2024-CC-AM-DN2LO-450
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: CC model: 2024-CC-AM-DN2LO-450
with marker 2: x
with no error False
model ->  2024-CC-AM-DN2LO-500
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: CC model: 2024-CC-AM-DN2LO-500
with marker 1: x
with no error False
model ->  2024-CC-AM-DN2LOgo-394
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: CC model: 2024-CC-AM-DN2LOgo-394
with marker 1: x
with no error False
model ->  2024-CC-AM-DN2LOgo-450
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: CC model: 2024-CC-AM-DN2LOgo-450
with marker 1: x
with no error False
model ->  2024-CC-AM-N2LOsat
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: CC model: 2024-CC-AM-N2LOsat
with marker 1: x
with no error False
model: Skyrme  param: BSK14
model: Skyrme  param: BSK16
model: Skyrme  param: BSK17
model: Skyrme  param: BSK27
model: Skyrme  param: BSkG1
model: Skyrme  param: BSkG2

model: Skyrme  param: F-
model: Skyrme  param: F+
model: Skyrme  param: F0
model: Skyrme  param: FPL
model: Skyrme  param: LNS
model: Skyrme  param: LNS1
model: Skyrme  param: LNS5
model: Skyrme  param: NRAPR
model: Skyrme  param: RATP
model: Skyrme  param: SAMI
model: Skyrme  param: SGII
model: Skyrme  param: SIII
model: Skyrme  param: SKGSIGMA
model: Skyrme  param: SKI2
model: Skyrme  param: SKI4

model: Skyrme  param: SKMP
model: Skyrme  param: SKMS
model: Skyrme  param: SKO
model: Skyrme  param: SKOP
model: Skyrme  param: SKP
model: Skyrme  param: SKRSIGMA
model: Skyrme  param: SKX
model: Skyrme  param: Skz2
model: Skyrme  param: SLY4
model: Skyrme  param: SLY5
model: Skyrme  param: SLY230A
model: Skyrme  param: SLY230B
model: Skyrme  param: SV
model: Skyrme  param: T6
model: Skyrme  param: T44
model: Skyrme  param: UNEDF0
model: Skyrme  param: UNEDF1
model: NLRH  param: NL-SH
model: NLRH  param: NL3
model: NLRH  param: NL3II
model: NLRH  param: PK1
model: NLRH  param: PK1R
model: NLRH  param: TM1
model: DDRH  param: DDME1
model: DDRH  param: DDME2
model: DDRH  param: DDMEd
model: DDRH  param: PKDD
model: DDRH  param: TW99
model: DDRHF  param: PKA1
model: DDRHF  param: PKO1
model: DDRHF  param: PKO2
model: DDRHF  param: PKO3

Plot the symmetry energy:

den = np.array([0.04,0.06,0.08,0.1,0.12,0.14,0.16])
models = [ '2016-MBPT-AM', '2020-MBPT-AM' ]
band = nuda.matter.setupMicroBand( models, den=den, matter='ESYM' )
micro_mbs, micro_mbs_lower = nuda.matter.micro_esym_mbs()
pheno_models = [ 'Skyrme', 'NLRH', 'DDRH', 'DDRHF' ]
nuda.fig.matter_all_Esym_fig( pname=None, micro_mbs=micro_mbs, pheno_models=pheno_models, band_check=band, band_plot=band )

Band for Esym
model ->  2016-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
-> model: 2016-MBPT-AM
model ->  2016-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
model ->  2020-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
-> model: 2020-MBPT-AM
model ->  2020-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
model ->  2016-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
-> model: 2016-MBPT-AM
model ->  2016-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
model ->  2020-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
-> model: 2020-MBPT-AM
model ->  2020-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
Plot name: None
-> model: 1981-VAR-AM-FP
model ->  1981-VAR-AM-FP
flag_nm: True
flag_sm: True
flag_kf: True
flag_den: False
mb: VAR model: 1981-VAR-AM-FP
-> model: 1998-VAR-AM-APR
model ->  1998-VAR-AM-APR
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: VAR model: 1998-VAR-AM-APR
-> model: 2024-BHF-AM-2BF-Av18
model ->  2024-BHF-AM-2BF-Av18
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-Av18
-> model: 2024-BHF-AM-2BF-BONN
model ->  2024-BHF-AM-2BF-BONN
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-BONN
-> model: 2024-BHF-AM-2BF-CDBONN
model ->  2024-BHF-AM-2BF-CDBONN
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-CDBONN

-> model: 2024-BHF-AM-2BF-NSC97a
model ->  2024-BHF-AM-2BF-NSC97a
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-NSC97a
-> model: 2024-BHF-AM-2BF-NSC97b
model ->  2024-BHF-AM-2BF-NSC97b

flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-NSC97b
-> model: 2024-BHF-AM-2BF-NSC97c
model ->  2024-BHF-AM-2BF-NSC97c
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-NSC97c
-> model: 2024-BHF-AM-2BF-NSC97d
model ->  2024-BHF-AM-2BF-NSC97d
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-NSC97d
-> model: 2024-BHF-AM-2BF-NSC97e
model ->  2024-BHF-AM-2BF-NSC97e
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-NSC97e
-> model: 2024-BHF-AM-2BF-NSC97f
model ->  2024-BHF-AM-2BF-NSC97f
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF2 model: 2024-BHF-AM-2BF-NSC97f
-> model: 2006-BHF-AM-Av18
model ->  2006-BHF-AM-Av18
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2006-BHF-AM-Av18
-> model: 2024-BHF-AM-23BF-Av18
model ->  2024-BHF-AM-23BF-Av18
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-Av18
-> model: 2024-BHF-AM-23BF-BONN
model ->  2024-BHF-AM-23BF-BONN
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-BONN
-> model: 2024-BHF-AM-23BF-CDBONN
model ->  2024-BHF-AM-23BF-CDBONN
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-CDBONN
-> model: 2024-BHF-AM-23BF-NSC97a
model ->  2024-BHF-AM-23BF-NSC97a
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-NSC97a
-> model: 2024-BHF-AM-23BF-NSC97b
model ->  2024-BHF-AM-23BF-NSC97b
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-NSC97b
-> model: 2024-BHF-AM-23BF-NSC97c
model ->  2024-BHF-AM-23BF-NSC97c
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-NSC97c
-> model: 2024-BHF-AM-23BF-NSC97d
model ->  2024-BHF-AM-23BF-NSC97d
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-NSC97d
-> model: 2024-BHF-AM-23BF-NSC97e
model ->  2024-BHF-AM-23BF-NSC97e
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-NSC97e
-> model: 2024-BHF-AM-23BF-NSC97f
model ->  2024-BHF-AM-23BF-NSC97f
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: BHF23 model: 2024-BHF-AM-23BF-NSC97f
-> model: 2019-MBPT-AM-L59
model ->  2019-MBPT-AM-L59
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2019-MBPT-AM-L59

-> model: 2016-MBPT-AM
model ->  2016-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2016-MBPT-AM
-> model: 2019-MBPT-AM-L69
model ->  2019-MBPT-AM-L69
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2019-MBPT-AM-L69
-> model: 2020-MBPT-AM
model ->  2020-MBPT-AM
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2020-MBPT-AM
-> model: 2024-MBPT-AM-DN2LO-450
model ->  2024-MBPT-AM-DN2LO-450
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2024-MBPT-AM-DN2LO-450
-> model: 2024-MBPT-AM-DN2LO-500
model ->  2024-MBPT-AM-DN2LO-500
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2024-MBPT-AM-DN2LO-500
-> model: 2024-MBPT-AM-DN2LOgo-394
model ->  2024-MBPT-AM-DN2LOgo-394
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2024-MBPT-AM-DN2LOgo-394
-> model: 2024-MBPT-AM-DN2LOgo-450
model ->  2024-MBPT-AM-DN2LOgo-450
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2024-MBPT-AM-DN2LOgo-450
-> model: 2024-MBPT-AM-N2LOsat
model ->  2024-MBPT-AM-N2LOsat
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: MBPT model: 2024-MBPT-AM-N2LOsat
-> model: 2024-NLEFT-AM
model ->  2024-NLEFT-AM
sm_popt: [-9.17066389 10.01180306 -3.0695997 ]
sm_pcov: [[ 0.50462836 -0.83636896  0.34040806]
 [-0.83636896  1.40263142 -0.5763757 ]
 [ 0.34040806 -0.5763757   0.23873678]]
nm_popt: [-1.18794133  0.71930878 -0.11294907]
nm_pcov: [[ 0.01360533 -0.01702127  0.00515285]
 [-0.01702127  0.02165016 -0.00663766]
 [ 0.00515285 -0.00663766  0.00205604]]
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: False
mb: NLEFT model: 2024-NLEFT-AM
-> model: 2020-SCGF-AM-N3LO-414
model ->  2020-SCGF-AM-N3LO-414
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: SCGF model: 2020-SCGF-AM-N3LO-414
-> model: 2020-SCGF-AM-N3LO-450
model ->  2020-SCGF-AM-N3LO-450
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: SCGF model: 2020-SCGF-AM-N3LO-450
-> model: 2020-SCGF-AM-N3LO-500
model ->  2020-SCGF-AM-N3LO-500
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: SCGF model: 2020-SCGF-AM-N3LO-500
-> model: 2024-SCGF-AM-DN2LO-450
model ->  2024-SCGF-AM-DN2LO-450
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: SCGF model: 2024-SCGF-AM-DN2LO-450
-> model: 2024-SCGF-AM-DN2LO-500
model ->  2024-SCGF-AM-DN2LO-500
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: SCGF model: 2024-SCGF-AM-DN2LO-500
-> model: 2024-SCGF-AM-DN2LOgo-394
model ->  2024-SCGF-AM-DN2LOgo-394
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: SCGF model: 2024-SCGF-AM-DN2LOgo-394
-> model: 2024-SCGF-AM-DN2LOgo-450
model ->  2024-SCGF-AM-DN2LOgo-450
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: SCGF model: 2024-SCGF-AM-DN2LOgo-450
-> model: 2024-SCGF-AM-N2LOsat
model ->  2024-SCGF-AM-N2LOsat
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: SCGF model: 2024-SCGF-AM-N2LOsat
-> model: 2024-CC-AM-DN2LO-450
model ->  2024-CC-AM-DN2LO-450
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: CC model: 2024-CC-AM-DN2LO-450
-> model: 2024-CC-AM-DN2LO-500
model ->  2024-CC-AM-DN2LO-500
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: CC model: 2024-CC-AM-DN2LO-500
-> model: 2024-CC-AM-DN2LOgo-394
model ->  2024-CC-AM-DN2LOgo-394
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: CC model: 2024-CC-AM-DN2LOgo-394
-> model: 2024-CC-AM-DN2LOgo-450
model ->  2024-CC-AM-DN2LOgo-450
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: CC model: 2024-CC-AM-DN2LOgo-450
-> model: 2024-CC-AM-N2LOsat
model ->  2024-CC-AM-N2LOsat
flag_nm: True
flag_sm: True
flag_kf: False
flag_den: True
mb: CC model: 2024-CC-AM-N2LOsat
model: Skyrme  param: BSK14
model: Skyrme  param: BSK16
model: Skyrme  param: BSK17

model: Skyrme  param: BSK27
model: Skyrme  param: BSkG1
model: Skyrme  param: BSkG2
model: Skyrme  param: F-

model: Skyrme  param: F+
model: Skyrme  param: F0
model: Skyrme  param: FPL
model: Skyrme  param: LNS
model: Skyrme  param: LNS1
model: Skyrme  param: LNS5
model: Skyrme  param: NRAPR
model: Skyrme  param: RATP
model: Skyrme  param: SAMI
model: Skyrme  param: SGII
model: Skyrme  param: SIII
model: Skyrme  param: SKGSIGMA
model: Skyrme  param: SKI2
model: Skyrme  param: SKI4
model: Skyrme  param: SKMP
model: Skyrme  param: SKMS
model: Skyrme  param: SKO
model: Skyrme  param: SKOP
model: Skyrme  param: SKP
model: Skyrme  param: SKRSIGMA
model: Skyrme  param: SKX
model: Skyrme  param: Skz2
model: Skyrme  param: SLY4
model: Skyrme  param: SLY5
model: Skyrme  param: SLY230A

model: Skyrme  param: SLY230B
model: Skyrme  param: SV
model: Skyrme  param: T6
model: Skyrme  param: T44
model: Skyrme  param: UNEDF0
model: Skyrme  param: UNEDF1
model: NLRH  param: NL-SH
model: NLRH  param: NL3
model: NLRH  param: NL3II
model: NLRH  param: PK1
model: NLRH  param: PK1R
model: NLRH  param: TM1
model: DDRH  param: DDME1
model: DDRH  param: DDME2
model: DDRH  param: DDMEd
model: DDRH  param: PKDD
model: DDRH  param: TW99
model: DDRHF  param: PKA1
model: DDRHF  param: PKO1
model: DDRHF  param: PKO2
model: DDRHF  param: PKO3

../../_images/5022143c4f9b040cbe0c7f6b88161f6c59397f883d64ac15e5fac9beb8f4936c.png