The ETMC has performed three pion scattering on N_f = 2
Wilson clover twisted mass lattices. In this repository you can find the energy levels such that an independent analysis is possible. If you are using this data in a publication, we ask you to cite https://arxiv.org/abs/2008.03035.
There is the spectrum in the files starting with cm_mass
. These contain the interacting center of mass energies, the pion mass and their ratio. The files with pion_decay
contain the pion decay constant that is measured on the same data with full correlation.
Files with boot
in their name contain all bootstrap and jackknife samples, the other files contain the central values and an error estimate from the samples. Unfortunately both resampling methods are called “boot” in this data set, so “boot” should rather mean “samples”. Jackknife and bootstrap data is given in separate files.
The data files are space separated, you can read them in R with read.table
and in Python with np.loadtxt
or np.genfromtxt
. The following table explains all the columns. It is recommended to use a library that can group data, either Python Pandas or R dplyr.
Column | Type | Meaning |
---|---|---|
ensemble |
String | Name of the ETMC ensemble. |
extent_space |
Integer | Number of lattice sites in the spatial direction, L/a . |
extent_time |
Integer | Number of lattice sites in the temporal direction, T/a . |
channel |
String | Scattering channel, either 2pi_I2 or 3pi_I3 . |
irrep |
String | Name of the irrep, like A1u or Eg or B2. |
total_momentum_d_sq |
Integer | Total momentum squared. |
irrep_col |
Integer | Column of the irrep. We only use 1. |
irrep_row |
Integer | Row of the irrep, we only use 1. |
outlier_cutoff |
Float | Gauge configurations which yield a correlator value C_{ij}(t) which is more than outlier_cutoff inter quartile ranges away from the quartiles is considered an outlier and discarded. |
boot_method |
String | Resampling method, either bootstrap or jackknife . |
boot_R |
Integer | Number of bootstrap samples. Meaningless for jackknife resampling. |
boot_seed |
Integer | Seed used in bootstrap resampling. |
boot_l |
Integer | Bootstrap block length. |
pion_total_momentum_d_sq |
Integer | The total momentum squared of the pion correlator used. |
pion_tmin |
Integer | Begin of the pion correlator fit range. |
pion_tmax |
Integer | End of the pion correlator fit range. |
gevp_sort_type |
String | Sorting algorithm in the GEVP, can either be values or vectors . |
gevp_mask |
Integer/NA | If set to NA , the whole correlator matrix is fed into the GEVM. Integer values mean that only the lowest so many operators have been considered. |
correlator_id |
Integer | Number of the correlator in that irrep, increasing number means increasing energy |
fit_method_count |
Integer | Number of fit methods that have been averaged on this energy level. |
boot_r |
Integer | ID of the sample, only present in the files with the resampling. |
cm_mass_val |
Float | Center of mass energy value in lattice units. |
cm_mass_boot |
Float | … on the sample boot_r . |
cm_mass_err |
Float | … error. |
pion_mass_val |
Float | Pion mass value in lattice units. |
pion_mass_boot |
Float | … on the sample `boot_r. |
pion_mass_err |
Float | … error. |
cm_mass_over_pion_mass_val |
Float | Ratio center of mass energy over pion mass, value. |
cm_mass_over_pion_mass_boot |
Float | … on the sample `boot_r. |
cm_mass_over_pion_mass_err |
Float | … error. |
pion_decay_constant_val |
Float | Pion decay constant in 120 MeV convention. |
pion_decay_constant_boot |
Float | … on the sample `boot_r. |
pion_decay_constant_err |
Float | … error. |