{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### STELLA Files to TARDIS ###" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "from tardis.io.parsers import stella\n", "from astropy import units as u" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "data = stella.read_stella_data('mesa.stella.dat')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
mass_of_cellcell_center_mcell_center_Rcell_center_vavg_densityradiation_pressureavg_temperatureradiation_temperatureavg_opacitytau...cr48cr60fe52fe54fe56co56ni56luminosityn_barn_e
16.006769e+295.190243e+332.517209e+133.930633e+061.005529e-1111237.95450645943.45302345943.4530230.1627125403.504881...0.00.00.00.00.0000210.04.079500e-037.648868e+386.055413e+122.412188e+12
21.262406e+305.191506e+332.970626e+135.050403e+062.928088e-1111236.54402245942.18222945942.1822290.1644125381.678444...0.00.00.00.00.0000210.04.079500e-039.609214e+381.762304e+136.969790e+12
31.264624e+305.192771e+333.198879e+135.680288e+064.619659e-1111133.52676745836.51814245836.5181420.1650125364.280084...0.00.00.00.00.0000210.04.079500e-031.050921e+392.783916e+131.091728e+13
41.263067e+305.194034e+333.357130e+136.135230e+065.896887e-1111133.52676745836.51814245836.5181420.1653105348.854704...0.00.00.00.00.0000210.04.079500e-031.100921e+393.545183e+131.392188e+13
51.259387e+305.195293e+333.480638e+136.495173e+066.912717e-1111032.83872045732.36203145732.3620310.1655105334.724893...0.00.00.00.00.0000210.04.079500e-031.140921e+394.166219e+131.632649e+13
61.258091e+305.196550e+333.583450e+136.805058e+067.774308e-1111031.45398045731.09707645731.0970760.1657095321.480960...0.00.00.00.00.0000210.04.079500e-031.180921e+394.687026e+131.832995e+13
71.256430e+305.197807e+333.672346e+137.075000e+068.524104e-1111031.45398045731.09707645731.0970760.1658095308.917604...0.00.00.00.00.0000210.04.079500e-031.210921e+395.127832e+132.013225e+13
81.253971e+305.199061e+333.751183e+137.310000e+069.155072e-1111031.45398045731.09707645731.0970760.1658205296.950388...0.00.00.00.00.0000210.04.079500e-031.240806e+395.518408e+132.153570e+13
91.253773e+305.200314e+333.822537e+137.520000e+069.719899e-1110930.31700245625.91847145625.9184710.1659365285.442617...0.00.00.00.00.0000210.04.079500e-031.260806e+395.848984e+132.283801e+13
101.252728e+305.201567e+333.888202e+137.715000e+061.017798e-1010930.31700245625.91847145625.9184710.1664445274.319278...0.00.00.00.00.0000210.04.079380e-031.290806e+396.129444e+132.403916e+13
111.251315e+305.202818e+333.949364e+137.899942e+061.056026e-1010930.31700245625.91847145625.9184710.1674435263.504963...0.00.00.00.00.0000210.04.079205e-031.310806e+396.359790e+132.504031e+13
121.248465e+305.204067e+334.006494e+138.069885e+061.095625e-1010930.31700245625.91847145625.9184710.1683445252.968552...0.00.00.00.00.0000210.04.079205e-031.330806e+396.600135e+132.594261e+13
131.243739e+305.205311e+334.060165e+138.224885e+061.128950e-1010830.10725345520.98177145520.9817710.1691435242.720455...0.00.00.00.00.0000210.04.079205e-031.350806e+396.810366e+132.674377e+13
141.243959e+305.206554e+334.111083e+138.374827e+061.160579e-1010830.10725345520.98177145520.9817710.1699415232.678533...0.00.00.00.00.0000210.04.079205e-031.380691e+396.990711e+132.744492e+13
151.245057e+305.207799e+334.159658e+138.514827e+061.190315e-1010830.10725345520.98177145520.9817710.1705415222.818389...0.00.00.00.00.0000210.04.079205e-031.400691e+397.160942e+132.814492e+13
161.231934e+305.209033e+334.205671e+138.644827e+061.215239e-1010830.10725345520.98177145520.9817710.1711415213.249350...0.00.00.00.00.0000210.04.079205e-031.420806e+397.311172e+132.864722e+13
171.216115e+305.210248e+334.249330e+138.769770e+061.237832e-1010730.81623345416.28641845416.2864180.1729415203.903812...0.00.00.00.00.0000210.04.079205e-031.440806e+397.451402e+132.924722e+13
181.218289e+305.211465e+334.291475e+138.889770e+061.257945e-1010730.81623345416.28641845416.2864180.1734415194.709058...0.00.00.00.00.0000210.04.079205e-031.470691e+397.571633e+132.974837e+13
191.220635e+305.212687e+334.332273e+139.009712e+061.275483e-1010730.81623345416.28641845416.2864180.1738415185.663371...0.00.00.00.00.0000210.04.079205e-031.490691e+397.691748e+133.014953e+13
201.218599e+305.213906e+334.371717e+139.119712e+061.293227e-1010730.81623345416.28641845416.2864180.1742405176.775982...0.00.00.00.00.0000210.04.079205e-031.510691e+397.791978e+133.054953e+13
211.218527e+305.215123e+334.409991e+139.224712e+061.311178e-1010730.81623345416.28641845416.2864180.1745415168.017132...0.00.00.00.00.0000210.04.079205e-031.530691e+397.891978e+133.094953e+13
221.216195e+305.216341e+334.447132e+139.329654e+061.323350e-1010632.43551945311.83185845311.8318580.1748405159.424248...0.00.00.00.00.0000210.04.079205e-031.560576e+397.982093e+133.125068e+13
231.213956e+305.217554e+334.483239e+139.429654e+061.338634e-1010632.43551945311.83185845311.8318580.1751405150.959409...0.00.00.00.00.0000210.04.079205e-031.580691e+398.062209e+133.155183e+13
241.214388e+305.218768e+334.518466e+139.524654e+061.351020e-1010632.43551945311.83185845311.8318580.1754405142.610227...0.00.00.00.00.0000210.04.079205e-031.600691e+398.132324e+133.185183e+13
251.212675e+305.219981e+334.552823e+139.619654e+061.360385e-1010632.43551945311.83185845311.8318580.1756405134.401425...0.00.00.00.00.0000210.04.079205e-031.630576e+398.202439e+133.215183e+13
261.210647e+305.221192e+334.586395e+139.714654e+061.369815e-1010632.43551945311.83185845311.8318580.1758395126.315470...0.00.00.00.00.0000210.04.079156e-031.650576e+398.252554e+133.235183e+13
271.209411e+305.222402e+334.619471e+139.799654e+061.369815e-1010631.11310345310.58138345310.5813830.1758395118.349189...0.00.00.00.00.0000210.04.078789e-031.670691e+398.242554e+133.255183e+13
281.204720e+305.223605e+334.651757e+139.884654e+061.379268e-1010534.95676445207.61753645207.6175360.1759405110.514635...0.00.00.00.00.0000210.04.078789e-031.690691e+398.292669e+133.275183e+13
291.203253e+305.224809e+334.683392e+139.969654e+061.385676e-1010534.95676445207.61753645207.6175360.1761395102.793922...0.00.00.00.00.0000210.04.078789e-031.720576e+398.342669e+133.285298e+13
301.204574e+305.226014e+334.714483e+131.005460e+071.392072e-1010534.95676445207.61753645207.6175360.1762405095.166450...0.00.00.00.00.0000210.04.078789e-031.740576e+398.382669e+133.305298e+13
..................................................................
3701.503278e+312.573607e+341.104475e+152.429600e+089.175628e-140.3008263954.6197103304.7614420.0002730.007314...0.00.00.00.00.0000170.01.108306e-143.769424e+415.528062e+101.237947e+07
3711.503744e+312.575109e+341.115499e+152.454950e+088.803103e-140.2953013936.4498833289.4878900.0002750.007047...0.00.00.00.00.0000170.01.108306e-143.769424e+415.307717e+101.117371e+07
3721.504194e+312.576615e+341.126760e+152.480850e+088.464919e-140.2872533918.4697273266.8432150.0002780.006782...0.00.00.00.00.0000170.01.108306e-143.769424e+415.097371e+101.016680e+07
3731.504628e+312.578119e+341.138255e+152.507250e+088.121491e-140.2794253900.4659943244.3544240.0002810.006520...0.00.00.00.00.0000170.01.108306e-143.769424e+414.887141e+109.161043e+06
3741.505049e+312.579624e+341.149979e+152.534200e+087.809493e-140.2692863864.7063073214.5226920.0002820.006262...0.00.00.00.00.0000170.01.108306e-143.759539e+414.696911e+107.638489e+06
3751.505456e+312.581128e+341.161939e+152.561650e+087.492656e-140.2643413846.9495943199.6665900.0002840.006008...0.00.00.00.00.0000170.01.108306e-143.759539e+414.516565e+106.863536e+06
3761.505850e+312.582634e+341.174137e+152.589650e+087.204815e-140.2571373829.1706963177.6402410.0002870.005755...0.00.00.00.00.0000170.01.108306e-143.759539e+414.336335e+106.169275e+06
3771.506231e+312.584142e+341.186582e+152.618250e+086.912510e-140.2501293811.5772543155.7655190.0002900.005506...0.00.00.00.00.0000170.01.108306e-143.759539e+414.165989e+105.535128e+06
3781.506601e+312.585648e+341.199285e+152.647400e+086.631867e-140.2433403794.0646483134.1263150.0002930.005259...0.00.00.00.00.0000170.01.108306e-143.759539e+413.995759e+104.971328e+06
3791.506960e+312.587156e+341.212262e+152.677200e+086.362427e-140.2367093768.0486023112.5511410.0002960.005015...0.00.00.00.00.0000170.01.108306e-143.759539e+413.825528e+104.457872e+06
3801.507308e+312.588661e+341.225533e+152.707700e+086.090078e-140.2302583750.7359913091.1244900.0002990.004773...0.00.00.00.00.0000170.01.108306e-143.759539e+413.665298e+103.994763e+06
3811.507645e+312.590169e+341.239120e+152.738900e+085.816152e-140.2239823733.5029253069.8453380.0003020.004534...0.00.00.00.00.0000170.01.108306e-143.759424e+413.505068e+103.581883e+06
3821.507973e+312.591677e+341.253046e+152.770850e+085.554217e-140.2198693707.8016713055.6578720.0003060.004298...0.00.00.00.00.0000170.01.108306e-143.759424e+413.344837e+103.209349e+06
3831.508291e+312.593187e+341.267340e+152.803650e+085.292036e-140.2119163682.2773443027.6434320.0003090.004064...0.00.00.00.00.0000170.01.108306e-143.749539e+413.184607e+102.765894e+06
3841.508601e+312.594695e+341.282036e+152.837450e+085.030635e-140.2061413656.9287253006.8012810.0003120.003833...0.00.00.00.00.0000170.01.108306e-143.749539e+413.024492e+102.463821e+06
3851.508902e+312.596204e+341.297177e+152.872300e+084.771147e-140.2005233640.0280192986.1026070.0003160.003605...0.00.00.00.00.0000170.01.108306e-143.749539e+412.874146e+102.201978e+06
3861.509194e+312.597712e+341.312826e+152.908350e+084.504388e-140.1950583615.0682082965.5464210.0003210.003379...0.00.00.00.00.0000170.01.108306e-143.749539e+412.713916e+101.960251e+06
3871.509479e+312.599222e+341.329057e+152.945800e+084.242636e-140.1897423590.1822542945.1317430.0003260.003154...0.00.00.00.00.0000170.01.108306e-143.749539e+412.553686e+101.738753e+06
3881.509756e+312.600732e+341.345972e+152.984900e+083.968586e-140.1845713565.4676132924.8575990.0003320.002932...0.00.00.00.00.0000170.01.108306e-143.749539e+412.393455e+101.537486e+06
3891.510025e+312.602242e+341.363690e+153.025900e+083.695182e-140.1778953540.9231062898.0423430.0003380.002710...0.00.00.00.00.0000170.01.108306e-143.739654e+412.223225e+101.366104e+06
3901.510288e+312.603751e+341.382340e+153.069150e+083.416928e-140.1730473508.5550242878.0923600.0003450.002490...0.00.00.00.00.0000170.01.108306e-143.739654e+412.062995e+101.205068e+06
3911.510544e+312.605263e+341.402096e+153.115150e+083.137876e-140.1667883468.3929272851.7058500.0003520.002272...0.00.00.00.00.0000170.01.108306e-143.739654e+411.892764e+101.033916e+06
3921.510793e+312.606773e+341.423208e+153.164600e+082.855110e-140.1607553436.5945102825.5612540.0003610.002054...0.00.00.00.00.0000170.01.108306e-143.739539e+411.722419e+109.080521e+05
3931.511037e+312.608285e+341.446057e+153.218649e+082.556441e-140.1549403405.0876222799.6563530.0003720.001837...0.00.00.00.00.0000170.01.108306e-143.739539e+411.542188e+107.863841e+05
3941.511274e+312.609797e+341.471245e+153.279099e+082.242001e-140.1493363366.1099062773.9889490.0003860.001619...0.00.00.00.00.0000170.01.108306e-143.729654e+411.351958e+106.707967e+05
3951.511505e+312.611308e+341.499835e+153.349250e+081.908195e-140.1439183319.9251472748.4825510.0004050.001398...0.00.00.00.00.0000170.01.108306e-143.729654e+411.151612e+105.573015e+05
3961.511731e+312.612818e+341.533756e+153.435050e+081.540408e-140.1361963259.3296842710.8452520.0004300.001173...0.00.00.00.00.0000170.01.108306e-143.729654e+419.283015e+094.408753e+05
3971.511951e+312.614332e+341.576303e+153.545750e+081.168519e-140.1288743192.4807842673.6510600.0004670.000941...0.00.00.00.00.0000170.01.108306e-143.719770e+417.040251e+093.305759e+05
3981.512167e+312.615844e+341.632356e+153.682800e+088.348776e-150.1197193126.9180242624.8514290.0005250.000695...0.00.00.00.00.0000170.01.108306e-143.719654e+415.027256e+092.333801e+05
3991.512377e+312.617356e+341.698066e+154.244850e+086.601396e-150.1101833055.6578722570.9461730.0005690.000448...0.00.00.00.00.0000170.01.108306e-143.709770e+413.975759e+091.842764e+05
\n", "

399 rows × 36 columns

\n", "
" ], "text/plain": [ " mass_of_cell cell_center_m cell_center_R cell_center_v avg_density \\\n", "1 6.006769e+29 5.190243e+33 2.517209e+13 3.930633e+06 1.005529e-11 \n", "2 1.262406e+30 5.191506e+33 2.970626e+13 5.050403e+06 2.928088e-11 \n", "3 1.264624e+30 5.192771e+33 3.198879e+13 5.680288e+06 4.619659e-11 \n", "4 1.263067e+30 5.194034e+33 3.357130e+13 6.135230e+06 5.896887e-11 \n", "5 1.259387e+30 5.195293e+33 3.480638e+13 6.495173e+06 6.912717e-11 \n", "6 1.258091e+30 5.196550e+33 3.583450e+13 6.805058e+06 7.774308e-11 \n", "7 1.256430e+30 5.197807e+33 3.672346e+13 7.075000e+06 8.524104e-11 \n", "8 1.253971e+30 5.199061e+33 3.751183e+13 7.310000e+06 9.155072e-11 \n", "9 1.253773e+30 5.200314e+33 3.822537e+13 7.520000e+06 9.719899e-11 \n", "10 1.252728e+30 5.201567e+33 3.888202e+13 7.715000e+06 1.017798e-10 \n", "11 1.251315e+30 5.202818e+33 3.949364e+13 7.899942e+06 1.056026e-10 \n", "12 1.248465e+30 5.204067e+33 4.006494e+13 8.069885e+06 1.095625e-10 \n", "13 1.243739e+30 5.205311e+33 4.060165e+13 8.224885e+06 1.128950e-10 \n", "14 1.243959e+30 5.206554e+33 4.111083e+13 8.374827e+06 1.160579e-10 \n", "15 1.245057e+30 5.207799e+33 4.159658e+13 8.514827e+06 1.190315e-10 \n", "16 1.231934e+30 5.209033e+33 4.205671e+13 8.644827e+06 1.215239e-10 \n", "17 1.216115e+30 5.210248e+33 4.249330e+13 8.769770e+06 1.237832e-10 \n", "18 1.218289e+30 5.211465e+33 4.291475e+13 8.889770e+06 1.257945e-10 \n", "19 1.220635e+30 5.212687e+33 4.332273e+13 9.009712e+06 1.275483e-10 \n", "20 1.218599e+30 5.213906e+33 4.371717e+13 9.119712e+06 1.293227e-10 \n", "21 1.218527e+30 5.215123e+33 4.409991e+13 9.224712e+06 1.311178e-10 \n", "22 1.216195e+30 5.216341e+33 4.447132e+13 9.329654e+06 1.323350e-10 \n", "23 1.213956e+30 5.217554e+33 4.483239e+13 9.429654e+06 1.338634e-10 \n", "24 1.214388e+30 5.218768e+33 4.518466e+13 9.524654e+06 1.351020e-10 \n", "25 1.212675e+30 5.219981e+33 4.552823e+13 9.619654e+06 1.360385e-10 \n", "26 1.210647e+30 5.221192e+33 4.586395e+13 9.714654e+06 1.369815e-10 \n", "27 1.209411e+30 5.222402e+33 4.619471e+13 9.799654e+06 1.369815e-10 \n", "28 1.204720e+30 5.223605e+33 4.651757e+13 9.884654e+06 1.379268e-10 \n", "29 1.203253e+30 5.224809e+33 4.683392e+13 9.969654e+06 1.385676e-10 \n", "30 1.204574e+30 5.226014e+33 4.714483e+13 1.005460e+07 1.392072e-10 \n", ".. ... ... ... ... ... \n", "370 1.503278e+31 2.573607e+34 1.104475e+15 2.429600e+08 9.175628e-14 \n", "371 1.503744e+31 2.575109e+34 1.115499e+15 2.454950e+08 8.803103e-14 \n", "372 1.504194e+31 2.576615e+34 1.126760e+15 2.480850e+08 8.464919e-14 \n", "373 1.504628e+31 2.578119e+34 1.138255e+15 2.507250e+08 8.121491e-14 \n", "374 1.505049e+31 2.579624e+34 1.149979e+15 2.534200e+08 7.809493e-14 \n", "375 1.505456e+31 2.581128e+34 1.161939e+15 2.561650e+08 7.492656e-14 \n", "376 1.505850e+31 2.582634e+34 1.174137e+15 2.589650e+08 7.204815e-14 \n", "377 1.506231e+31 2.584142e+34 1.186582e+15 2.618250e+08 6.912510e-14 \n", "378 1.506601e+31 2.585648e+34 1.199285e+15 2.647400e+08 6.631867e-14 \n", "379 1.506960e+31 2.587156e+34 1.212262e+15 2.677200e+08 6.362427e-14 \n", "380 1.507308e+31 2.588661e+34 1.225533e+15 2.707700e+08 6.090078e-14 \n", "381 1.507645e+31 2.590169e+34 1.239120e+15 2.738900e+08 5.816152e-14 \n", "382 1.507973e+31 2.591677e+34 1.253046e+15 2.770850e+08 5.554217e-14 \n", "383 1.508291e+31 2.593187e+34 1.267340e+15 2.803650e+08 5.292036e-14 \n", "384 1.508601e+31 2.594695e+34 1.282036e+15 2.837450e+08 5.030635e-14 \n", "385 1.508902e+31 2.596204e+34 1.297177e+15 2.872300e+08 4.771147e-14 \n", "386 1.509194e+31 2.597712e+34 1.312826e+15 2.908350e+08 4.504388e-14 \n", "387 1.509479e+31 2.599222e+34 1.329057e+15 2.945800e+08 4.242636e-14 \n", "388 1.509756e+31 2.600732e+34 1.345972e+15 2.984900e+08 3.968586e-14 \n", "389 1.510025e+31 2.602242e+34 1.363690e+15 3.025900e+08 3.695182e-14 \n", "390 1.510288e+31 2.603751e+34 1.382340e+15 3.069150e+08 3.416928e-14 \n", "391 1.510544e+31 2.605263e+34 1.402096e+15 3.115150e+08 3.137876e-14 \n", "392 1.510793e+31 2.606773e+34 1.423208e+15 3.164600e+08 2.855110e-14 \n", "393 1.511037e+31 2.608285e+34 1.446057e+15 3.218649e+08 2.556441e-14 \n", "394 1.511274e+31 2.609797e+34 1.471245e+15 3.279099e+08 2.242001e-14 \n", "395 1.511505e+31 2.611308e+34 1.499835e+15 3.349250e+08 1.908195e-14 \n", "396 1.511731e+31 2.612818e+34 1.533756e+15 3.435050e+08 1.540408e-14 \n", "397 1.511951e+31 2.614332e+34 1.576303e+15 3.545750e+08 1.168519e-14 \n", "398 1.512167e+31 2.615844e+34 1.632356e+15 3.682800e+08 8.348776e-15 \n", "399 1.512377e+31 2.617356e+34 1.698066e+15 4.244850e+08 6.601396e-15 \n", "\n", " radiation_pressure avg_temperature radiation_temperature avg_opacity \\\n", "1 11237.954506 45943.453023 45943.453023 0.162712 \n", "2 11236.544022 45942.182229 45942.182229 0.164412 \n", "3 11133.526767 45836.518142 45836.518142 0.165012 \n", "4 11133.526767 45836.518142 45836.518142 0.165310 \n", "5 11032.838720 45732.362031 45732.362031 0.165510 \n", "6 11031.453980 45731.097076 45731.097076 0.165709 \n", "7 11031.453980 45731.097076 45731.097076 0.165809 \n", "8 11031.453980 45731.097076 45731.097076 0.165820 \n", "9 10930.317002 45625.918471 45625.918471 0.165936 \n", "10 10930.317002 45625.918471 45625.918471 0.166444 \n", "11 10930.317002 45625.918471 45625.918471 0.167443 \n", "12 10930.317002 45625.918471 45625.918471 0.168344 \n", "13 10830.107253 45520.981771 45520.981771 0.169143 \n", "14 10830.107253 45520.981771 45520.981771 0.169941 \n", "15 10830.107253 45520.981771 45520.981771 0.170541 \n", "16 10830.107253 45520.981771 45520.981771 0.171141 \n", "17 10730.816233 45416.286418 45416.286418 0.172941 \n", "18 10730.816233 45416.286418 45416.286418 0.173441 \n", "19 10730.816233 45416.286418 45416.286418 0.173841 \n", "20 10730.816233 45416.286418 45416.286418 0.174240 \n", "21 10730.816233 45416.286418 45416.286418 0.174541 \n", "22 10632.435519 45311.831858 45311.831858 0.174840 \n", "23 10632.435519 45311.831858 45311.831858 0.175140 \n", "24 10632.435519 45311.831858 45311.831858 0.175440 \n", "25 10632.435519 45311.831858 45311.831858 0.175640 \n", "26 10632.435519 45311.831858 45311.831858 0.175839 \n", "27 10631.113103 45310.581383 45310.581383 0.175839 \n", "28 10534.956764 45207.617536 45207.617536 0.175940 \n", "29 10534.956764 45207.617536 45207.617536 0.176139 \n", "30 10534.956764 45207.617536 45207.617536 0.176240 \n", ".. ... ... ... ... \n", "370 0.300826 3954.619710 3304.761442 0.000273 \n", "371 0.295301 3936.449883 3289.487890 0.000275 \n", "372 0.287253 3918.469727 3266.843215 0.000278 \n", "373 0.279425 3900.465994 3244.354424 0.000281 \n", "374 0.269286 3864.706307 3214.522692 0.000282 \n", "375 0.264341 3846.949594 3199.666590 0.000284 \n", "376 0.257137 3829.170696 3177.640241 0.000287 \n", "377 0.250129 3811.577254 3155.765519 0.000290 \n", "378 0.243340 3794.064648 3134.126315 0.000293 \n", "379 0.236709 3768.048602 3112.551141 0.000296 \n", "380 0.230258 3750.735991 3091.124490 0.000299 \n", "381 0.223982 3733.502925 3069.845338 0.000302 \n", "382 0.219869 3707.801671 3055.657872 0.000306 \n", "383 0.211916 3682.277344 3027.643432 0.000309 \n", "384 0.206141 3656.928725 3006.801281 0.000312 \n", "385 0.200523 3640.028019 2986.102607 0.000316 \n", "386 0.195058 3615.068208 2965.546421 0.000321 \n", "387 0.189742 3590.182254 2945.131743 0.000326 \n", "388 0.184571 3565.467613 2924.857599 0.000332 \n", "389 0.177895 3540.923106 2898.042343 0.000338 \n", "390 0.173047 3508.555024 2878.092360 0.000345 \n", "391 0.166788 3468.392927 2851.705850 0.000352 \n", "392 0.160755 3436.594510 2825.561254 0.000361 \n", "393 0.154940 3405.087622 2799.656353 0.000372 \n", "394 0.149336 3366.109906 2773.988949 0.000386 \n", "395 0.143918 3319.925147 2748.482551 0.000405 \n", "396 0.136196 3259.329684 2710.845252 0.000430 \n", "397 0.128874 3192.480784 2673.651060 0.000467 \n", "398 0.119719 3126.918024 2624.851429 0.000525 \n", "399 0.110183 3055.657872 2570.946173 0.000569 \n", "\n", " tau ... cr48 cr60 fe52 fe54 fe56 co56 ni56 \\\n", "1 5403.504881 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079500e-03 \n", "2 5381.678444 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079500e-03 \n", "3 5364.280084 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079500e-03 \n", "4 5348.854704 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079500e-03 \n", "5 5334.724893 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079500e-03 \n", "6 5321.480960 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079500e-03 \n", "7 5308.917604 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079500e-03 \n", "8 5296.950388 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079500e-03 \n", "9 5285.442617 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079500e-03 \n", "10 5274.319278 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079380e-03 \n", "11 5263.504963 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079205e-03 \n", "12 5252.968552 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079205e-03 \n", "13 5242.720455 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079205e-03 \n", "14 5232.678533 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079205e-03 \n", "15 5222.818389 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079205e-03 \n", "16 5213.249350 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079205e-03 \n", "17 5203.903812 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079205e-03 \n", "18 5194.709058 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079205e-03 \n", "19 5185.663371 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079205e-03 \n", "20 5176.775982 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079205e-03 \n", "21 5168.017132 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079205e-03 \n", "22 5159.424248 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079205e-03 \n", "23 5150.959409 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079205e-03 \n", "24 5142.610227 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079205e-03 \n", "25 5134.401425 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079205e-03 \n", "26 5126.315470 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.079156e-03 \n", "27 5118.349189 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.078789e-03 \n", "28 5110.514635 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.078789e-03 \n", "29 5102.793922 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.078789e-03 \n", "30 5095.166450 ... 0.0 0.0 0.0 0.0 0.000021 0.0 4.078789e-03 \n", ".. ... ... ... ... ... ... ... ... ... \n", "370 0.007314 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "371 0.007047 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "372 0.006782 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "373 0.006520 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "374 0.006262 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "375 0.006008 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "376 0.005755 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "377 0.005506 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "378 0.005259 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "379 0.005015 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "380 0.004773 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "381 0.004534 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "382 0.004298 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "383 0.004064 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "384 0.003833 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "385 0.003605 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "386 0.003379 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "387 0.003154 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "388 0.002932 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "389 0.002710 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "390 0.002490 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "391 0.002272 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "392 0.002054 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "393 0.001837 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "394 0.001619 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "395 0.001398 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "396 0.001173 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "397 0.000941 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "398 0.000695 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "399 0.000448 ... 0.0 0.0 0.0 0.0 0.000017 0.0 1.108306e-14 \n", "\n", " luminosity n_bar n_e \n", "1 7.648868e+38 6.055413e+12 2.412188e+12 \n", "2 9.609214e+38 1.762304e+13 6.969790e+12 \n", "3 1.050921e+39 2.783916e+13 1.091728e+13 \n", "4 1.100921e+39 3.545183e+13 1.392188e+13 \n", "5 1.140921e+39 4.166219e+13 1.632649e+13 \n", "6 1.180921e+39 4.687026e+13 1.832995e+13 \n", "7 1.210921e+39 5.127832e+13 2.013225e+13 \n", "8 1.240806e+39 5.518408e+13 2.153570e+13 \n", "9 1.260806e+39 5.848984e+13 2.283801e+13 \n", "10 1.290806e+39 6.129444e+13 2.403916e+13 \n", "11 1.310806e+39 6.359790e+13 2.504031e+13 \n", "12 1.330806e+39 6.600135e+13 2.594261e+13 \n", "13 1.350806e+39 6.810366e+13 2.674377e+13 \n", "14 1.380691e+39 6.990711e+13 2.744492e+13 \n", "15 1.400691e+39 7.160942e+13 2.814492e+13 \n", "16 1.420806e+39 7.311172e+13 2.864722e+13 \n", "17 1.440806e+39 7.451402e+13 2.924722e+13 \n", "18 1.470691e+39 7.571633e+13 2.974837e+13 \n", "19 1.490691e+39 7.691748e+13 3.014953e+13 \n", "20 1.510691e+39 7.791978e+13 3.054953e+13 \n", "21 1.530691e+39 7.891978e+13 3.094953e+13 \n", "22 1.560576e+39 7.982093e+13 3.125068e+13 \n", "23 1.580691e+39 8.062209e+13 3.155183e+13 \n", "24 1.600691e+39 8.132324e+13 3.185183e+13 \n", "25 1.630576e+39 8.202439e+13 3.215183e+13 \n", "26 1.650576e+39 8.252554e+13 3.235183e+13 \n", "27 1.670691e+39 8.242554e+13 3.255183e+13 \n", "28 1.690691e+39 8.292669e+13 3.275183e+13 \n", "29 1.720576e+39 8.342669e+13 3.285298e+13 \n", "30 1.740576e+39 8.382669e+13 3.305298e+13 \n", ".. ... ... ... \n", "370 3.769424e+41 5.528062e+10 1.237947e+07 \n", "371 3.769424e+41 5.307717e+10 1.117371e+07 \n", "372 3.769424e+41 5.097371e+10 1.016680e+07 \n", "373 3.769424e+41 4.887141e+10 9.161043e+06 \n", "374 3.759539e+41 4.696911e+10 7.638489e+06 \n", "375 3.759539e+41 4.516565e+10 6.863536e+06 \n", "376 3.759539e+41 4.336335e+10 6.169275e+06 \n", "377 3.759539e+41 4.165989e+10 5.535128e+06 \n", "378 3.759539e+41 3.995759e+10 4.971328e+06 \n", "379 3.759539e+41 3.825528e+10 4.457872e+06 \n", "380 3.759539e+41 3.665298e+10 3.994763e+06 \n", "381 3.759424e+41 3.505068e+10 3.581883e+06 \n", "382 3.759424e+41 3.344837e+10 3.209349e+06 \n", "383 3.749539e+41 3.184607e+10 2.765894e+06 \n", "384 3.749539e+41 3.024492e+10 2.463821e+06 \n", "385 3.749539e+41 2.874146e+10 2.201978e+06 \n", "386 3.749539e+41 2.713916e+10 1.960251e+06 \n", "387 3.749539e+41 2.553686e+10 1.738753e+06 \n", "388 3.749539e+41 2.393455e+10 1.537486e+06 \n", "389 3.739654e+41 2.223225e+10 1.366104e+06 \n", "390 3.739654e+41 2.062995e+10 1.205068e+06 \n", "391 3.739654e+41 1.892764e+10 1.033916e+06 \n", "392 3.739539e+41 1.722419e+10 9.080521e+05 \n", "393 3.739539e+41 1.542188e+10 7.863841e+05 \n", "394 3.729654e+41 1.351958e+10 6.707967e+05 \n", "395 3.729654e+41 1.151612e+10 5.573015e+05 \n", "396 3.729654e+41 9.283015e+09 4.408753e+05 \n", "397 3.719770e+41 7.040251e+09 3.305759e+05 \n", "398 3.719654e+41 5.027256e+09 2.333801e+05 \n", "399 3.709770e+41 3.975759e+09 1.842764e+05 \n", "\n", "[399 rows x 36 columns]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# extract outer radius boundaries \n", "radius = data.loc[:,'outer_edge_r'].values * u.cm\n", "\n", "# calculate t_expl_s\n", "t_expl = 50 * u.day #days\n", "\n", "# calculate outer velocities of each zone assuming homologous expansion (d =v*t) \n", "\n", "vel = (radius/t_expl).to(u.km/u.s) \n", "\n", "# create a new column of our velocities (OPTIONAL)\n", "data['velocity'] = vel" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "density_dat = data[['velocity', 'avg_density']].reset_index(drop=True)\n", "density_dat.to_csv('density_parse.csv', sep = ' ')" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# import all elements and isotopes and export to TARDIS\n", "\n", "data_elements = data.iloc[12:33].reset_index(drop=True)\n", "abund = data_elements.to_csv('abund_parse.csv', sep = ' ')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.7" } }, "nbformat": 4, "nbformat_minor": 2 }