From 858f1f530c1164576dd4c6820b7ab850303361df Mon Sep 17 00:00:00 2001 From: Nikhil Sarin Date: Sat, 17 Aug 2024 14:44:29 +0200 Subject: [PATCH 1/6] set up for guillichon+ tde model --- redback/transient_models/tde_models.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/redback/transient_models/tde_models.py b/redback/transient_models/tde_models.py index 7b31d8800..cf2cf70e1 100644 --- a/redback/transient_models/tde_models.py +++ b/redback/transient_models/tde_models.py @@ -619,6 +619,9 @@ def tde_analytical(time, redshift, l0, t_0_turn, **kwargs): spectra=spectra, lambda_array=lambda_observer_frame, **kwargs) -@citation_wrapper('https://ui.adsabs.harvard.edu/abs/2019ApJ...872..151M/abstract') -def tde_semianalytical(): +def _tde_mosfit_engine(time, mbh6): + pass + +@citation_wrapper('https://ui.adsabs.harvard.edu/abs/2019ApJ...872..151M/abstract, https://ui.adsabs.harvard.edu/abs/2013ApJ...767...25G/abstract, https://ui.adsabs.harvard.edu/abs/2018ApJS..236....6G/abstract') +def tde_semianalytical(time, redshift, ): raise NotImplementedError("This model is not yet implemented.") \ No newline at end of file From c523ebdc4e6d55774e7816b2d668b2ef80edd71e Mon Sep 17 00:00:00 2001 From: Nikhil Sarin Date: Sat, 17 Aug 2024 19:57:35 +0200 Subject: [PATCH 2/6] Add tde model following guillochon+2013 and mosfit --- .../tables/guillochon_tde_data/4-3/0.600.dat | 2 + .../tables/guillochon_tde_data/4-3/0.650.dat | 2 + .../tables/guillochon_tde_data/4-3/0.700.dat | 2 + .../tables/guillochon_tde_data/4-3/0.750.dat | 2 + .../tables/guillochon_tde_data/4-3/0.800.dat | 2 + .../tables/guillochon_tde_data/4-3/0.850.dat | 2 + .../tables/guillochon_tde_data/4-3/0.900.dat | 2 + .../tables/guillochon_tde_data/4-3/1.000.dat | 2 + .../tables/guillochon_tde_data/4-3/1.100.dat | 2 + .../tables/guillochon_tde_data/4-3/1.200.dat | 2 + .../tables/guillochon_tde_data/4-3/1.300.dat | 2 + .../tables/guillochon_tde_data/4-3/1.400.dat | 2 + .../tables/guillochon_tde_data/4-3/1.500.dat | 2 + .../tables/guillochon_tde_data/4-3/1.600.dat | 2 + .../tables/guillochon_tde_data/4-3/1.700.dat | 2 + .../tables/guillochon_tde_data/4-3/1.800.dat | 2 + .../tables/guillochon_tde_data/4-3/1.850.dat | 2 + .../tables/guillochon_tde_data/4-3/1.900.dat | 2 + .../tables/guillochon_tde_data/4-3/2.000.dat | 2 + .../tables/guillochon_tde_data/4-3/2.500.dat | 2 + .../tables/guillochon_tde_data/4-3/3.000.dat | 2 + .../tables/guillochon_tde_data/4-3/3.500.dat | 2 + .../tables/guillochon_tde_data/4-3/4.000.dat | 2 + .../tables/guillochon_tde_data/5-3/0.500.dat | 2 + .../tables/guillochon_tde_data/5-3/0.525.dat | 2 + .../tables/guillochon_tde_data/5-3/0.550.dat | 2 + .../tables/guillochon_tde_data/5-3/0.575.dat | 2 + .../tables/guillochon_tde_data/5-3/0.600.dat | 2 + .../tables/guillochon_tde_data/5-3/0.650.dat | 2 + .../tables/guillochon_tde_data/5-3/0.700.dat | 2 + .../tables/guillochon_tde_data/5-3/0.750.dat | 2 + .../tables/guillochon_tde_data/5-3/0.800.dat | 2 + .../tables/guillochon_tde_data/5-3/0.850.dat | 2 + .../tables/guillochon_tde_data/5-3/0.900.dat | 2 + .../tables/guillochon_tde_data/5-3/0.950.dat | 2 + .../tables/guillochon_tde_data/5-3/1.000.dat | 2 + .../tables/guillochon_tde_data/5-3/1.100.dat | 2 + .../tables/guillochon_tde_data/5-3/1.200.dat | 2 + .../tables/guillochon_tde_data/5-3/1.300.dat | 2 + .../tables/guillochon_tde_data/5-3/1.400.dat | 2 + .../tables/guillochon_tde_data/5-3/1.500.dat | 2 + .../tables/guillochon_tde_data/5-3/2.000.dat | 2 + .../tables/guillochon_tde_data/5-3/2.500.dat | 2 + redback/tables/guillochon_tde_data/info.txt | 6 + redback/transient_models/tde_models.py | 438 +++++++++++++++++- 45 files changed, 526 insertions(+), 4 deletions(-) create mode 100644 redback/tables/guillochon_tde_data/4-3/0.600.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/0.650.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/0.700.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/0.750.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/0.800.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/0.850.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/0.900.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/1.000.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/1.100.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/1.200.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/1.300.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/1.400.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/1.500.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/1.600.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/1.700.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/1.800.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/1.850.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/1.900.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/2.000.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/2.500.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/3.000.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/3.500.dat create mode 100644 redback/tables/guillochon_tde_data/4-3/4.000.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/0.500.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/0.525.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/0.550.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/0.575.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/0.600.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/0.650.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/0.700.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/0.750.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/0.800.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/0.850.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/0.900.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/0.950.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/1.000.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/1.100.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/1.200.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/1.300.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/1.400.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/1.500.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/2.000.dat create mode 100644 redback/tables/guillochon_tde_data/5-3/2.500.dat create mode 100644 redback/tables/guillochon_tde_data/info.txt diff --git a/redback/tables/guillochon_tde_data/4-3/0.600.dat b/redback/tables/guillochon_tde_data/4-3/0.600.dat new file mode 100644 index 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6.692549157814584000e+15 6.692600499730923000e+15 6.692651841859312000e+15 6.692703184263886000e+15 6.692754526878816000e+15 6.692805870303588000e+15 6.692857213971931000e+15 6.692908557905426000e+15 6.692959902338209000e+15 6.693798339967221000e+15 6.695593434275913000e+15 6.698540283707775000e+15 6.702860709879735000e+15 6.708803899810841000e+15 6.716646396249978000e+15 6.726691337180705000e+15 6.739266880693125000e+15 6.754723778206321000e+15 6.773432096094312000e+15 6.795777121911912000e+15 6.822154535543355000e+15 6.852964962848939000e+15 6.888608057174475000e+15 6.929476284661876000e+15 6.975948606371929000e+15 7.028384264450381000e+15 7.087116869935882000e+15 7.152448993948623000e+15 7.224647444173054000e+15 diff --git a/redback/tables/guillochon_tde_data/info.txt b/redback/tables/guillochon_tde_data/info.txt new file mode 100644 index 000000000..328c2b5b2 --- /dev/null +++ b/redback/tables/guillochon_tde_data/info.txt @@ -0,0 +1,6 @@ +the folder 4-3 contains the dmdes for gamma = 4/3, converted from the dmdts on James Guillochon's blog (http://astrocrash.net/wp-content/uploads/2013/12/dmdts.zip). + +Same for folder 5-3 but with gamma = 5/3. + +file formatting : first row is energy, second row is dmde +units = cgs \ No newline at end of file diff --git a/redback/transient_models/tde_models.py b/redback/transient_models/tde_models.py index cf2cf70e1..b8a22e32c 100644 --- a/redback/transient_models/tde_models.py +++ b/redback/transient_models/tde_models.py @@ -619,9 +619,439 @@ def tde_analytical(time, redshift, l0, t_0_turn, **kwargs): spectra=spectra, lambda_array=lambda_observer_frame, **kwargs) -def _tde_mosfit_engine(time, mbh6): - pass +def _initialize_mosfit_tde_model(): + """ + Initializtion function to load/process data. + + Loads and interpolates tde simulation data. Simulation data is + from Guillochon 2013 and can be found on astrocrash.net. + + :return: Named tuple with several outputs + """ + + import os + dirname = os.path.dirname(__file__) + data_dir = f"{dirname}/../tables/guillochon_tde_data" + G_cgs = cc.graviational_constant + Mhbase = 1.0e6 * cc.solar_mass + + gammas = ['4-3', '5-3'] + + beta_slope = {gammas[0]: [], gammas[1]: []} + beta_yinter = {gammas[0]: [], gammas[1]: []} + sim_beta = {gammas[0]: [], gammas[1]: []} + mapped_time = {gammas[0]: [], gammas[1]: []} + premaptime = {gammas[0]: [], gammas[1]: []} + premapdmdt = {gammas[0]: [], gammas[1]: []} + + for g in gammas: + dmdedir = os.path.join(data_dir, g) + + sim_beta_files = os.listdir(dmdedir) + simbeta = [float(b[:-4]) for b in sim_beta_files] + sortedindices = np.argsort(simbeta) + simbeta = [simbeta[i] for i in sortedindices] + sim_beta_files = [sim_beta_files[i] for i in sortedindices] + sim_beta[g].extend(simbeta) + + time = {} + dmdt = {} + ipeak = {} + _mapped_time = {} + + e, d = np.loadtxt(os.path.join(dmdedir, sim_beta_files[0])) + ebound = e[e < 0] + dmdebound = d[e < 0] + + if min(dmdebound) < 0: + print('beta, gamma, negative dmde bound:', sim_beta[g], g, dmdebound[dmdebound < 0]) + + dedt = (1.0 / 3.0) * (-2.0 * ebound) ** (5.0 / 2.0) / (2.0 * np.pi * G_cgs * Mhbase) + time['lo'] = np.log10((2.0 * np.pi * G_cgs * Mhbase) * (-2.0 * ebound) ** (-3.0 / 2.0)) + dmdt['lo'] = np.log10(dmdebound * dedt) + + ipeak['lo'] = np.argmax(dmdt['lo']) + + time['lo'] = np.array([time['lo'][:ipeak['lo']], time['lo'][ipeak['lo']:]], dtype=object) + dmdt['lo'] = np.array([dmdt['lo'][:ipeak['lo']], dmdt['lo'][ipeak['lo']:]], dtype=object) + + premaptime[g].append(np.copy(time['lo'])) + premapdmdt[g].append(np.copy(dmdt['lo'])) + + for i in range(1, len(sim_beta[g])): + e, d = np.loadtxt(os.path.join(dmdedir, sim_beta_files[i])) + ebound = e[e < 0] + dmdebound = d[e < 0] + + if min(dmdebound) < 0: + print('beta, gamma, negative dmde bound:', sim_beta[g], g, dmdebound[dmdebound < 0]) + + dedt = (1.0 / 3.0) * (-2.0 * ebound) ** (5.0 / 2.0) / (2.0 * np.pi * G_cgs * Mhbase) + time['hi'] = np.log10((2.0 * np.pi * G_cgs * Mhbase) * (-2.0 * ebound) ** (-3.0 / 2.0)) + dmdt['hi'] = np.log10(dmdebound * dedt) + + ipeak['hi'] = np.argmax(dmdt['hi']) + + time['hi'] = np.array([time['hi'][:ipeak['hi']], time['hi'][ipeak['hi']:]], dtype=object) + dmdt['hi'] = np.array([dmdt['hi'][:ipeak['hi']], dmdt['hi'][ipeak['hi']:]], dtype=object) + + premapdmdt[g].append(np.copy(dmdt['hi'])) + premaptime[g].append(np.copy(time['hi'])) + + _mapped_time['hi'] = [] + _mapped_time['lo'] = [] + + beta_slope[g].append([]) + beta_yinter[g].append([]) + mapped_time[g].append([]) + + for j in [0, 1]: + if len(time['lo'][j]) < len(time['hi'][j]): + interp = 'lo' + nointerp = 'hi' + else: + interp = 'hi' + nointerp = 'lo' + + _mapped_time[nointerp].append( + 1. / (time[nointerp][j][-1] - time[nointerp][j][0]) * + (time[nointerp][j] - time[nointerp][j][0])) + _mapped_time[interp].append( + 1. / (time[interp][j][-1] - time[interp][j][0]) * + (time[interp][j] - time[interp][j][0])) + + _mapped_time[interp][j][0] = 0 + _mapped_time[interp][j][-1] = 1 + _mapped_time[nointerp][j][0] = 0 + _mapped_time[nointerp][j][-1] = 1 + + func = interp1d(_mapped_time[interp][j], dmdt[interp][j]) + dmdtinterp = func(_mapped_time[nointerp][j]) + + if interp == 'hi': + slope = ((dmdtinterp - dmdt['lo'][j]) / + (sim_beta[g][i] - sim_beta[g][i - 1])) + else: + slope = ((dmdt['hi'][j] - dmdtinterp) / + (sim_beta[g][i] - sim_beta[g][i - 1])) + beta_slope[g][-1].append(slope) + + yinter1 = (dmdt[nointerp][j] - beta_slope[g][-1][j] * + sim_beta[g][i - 1]) + yinter2 = (dmdtinterp - beta_slope[g][-1][j] * + sim_beta[g][i]) + beta_yinter[g][-1].append((yinter1 + yinter2) / 2.0) + mapped_time[g][-1].append( + np.array(_mapped_time[nointerp][j])) + + time['lo'] = np.copy(time['hi']) + dmdt['lo'] = np.copy(dmdt['hi']) + + outs = namedtuple('sim_outputs', ['beta_slope', 'beta_yinter', 'sim_beta', 'mapped_time', + 'premaptime', 'premapdmdt']) + outs = outs(beta_slope=beta_slope, beta_yinter=beta_yinter, sim_beta=sim_beta, + mapped_time=mapped_time,premaptime=premaptime, premapdmdt=premapdmdt) + return outs + + +def _tde_mosfit_engine(times, mbh6, mstar, b, efficiency, leddlimit, **kwargs): + """ + Produces the processed outputs from simulation data for the TDE model. + + :param times: A dense array of times in rest frame in days + :param mbh6: black hole mass in units of 10^6 solar masses + :param mstar: star mass in units of solar masses + :param b: Relates to beta and gamma values for the star that's disrupted + :param efficiency: efficiency of the BH + :param leddlimit: eddington limit for the BH + :param kwargs: Additional keyword arguments + :return: Named tuple with several outputs + """ + beta_interp = True + + outs = _initialize_mosfit_tde_model() + beta_slope = outs.beta_slope + beta_yinter = outs.beta_yinter + sim_beta = outs.sim_beta + mapped_time = outs.mapped_time + premaptime = outs.premaptime + premapdmdt = outs.premapdmdt + + Mhbase = 1.0e6 # in units of Msolar, this is generic Mh used in astrocrash sims + Mstarbase = 1.0 # in units of Msolar + Rstarbase = 1.0 # in units of Rsolar + starmass = mstar + + # Calculate beta values + if 0 <= b < 1: + beta43 = 0.6 + 1.25 * b + beta53 = 0.5 + 0.4 * b + betas = {'4-3': beta43, '5-3': beta53} + elif 1 <= b <= 2: + beta43 = 1.85 + 2.15 * (b - 1) + beta53 = 0.9 + 1.6 * (b - 1) + betas = {'4-3': beta43, '5-3': beta53} + else: + raise ValueError('b outside range, bmin = 0; bmax = 2') + + # Determine gamma values + gamma_interp = False + if starmass <= 0.3 or starmass >= 22: + gammas = ['5-3'] + beta = betas['5-3'] + elif 1 <= starmass <= 15: + gammas = ['4-3'] + beta = betas['4-3'] + elif 0.3 < starmass < 1: + gamma_interp = True + gammas = ['4-3', '5-3'] + gfrac = (starmass - 1.) / (0.3 - 1.) + beta = betas['5-3'] + (betas['4-3'] - betas['5-3']) * (1. - gfrac) + elif 15 < starmass < 22: + gamma_interp = True + gammas = ['4-3', '5-3'] + gfrac = (starmass - 15.) / (22. - 15.) + beta = betas['5-3'] + (betas['4-3'] - betas['5-3']) * (1. - gfrac) + + timedict = {} + dmdtdict = {} + + sim_beta = outs.sim_beta + for g in gammas: + for i in range(len(sim_beta[g])): + if betas[g] == sim_beta[g][i]: + beta_interp = False + interp_index_low = i + break + if betas[g] < sim_beta[g][i]: + interp_index_high = i + interp_index_low = i - 1 + beta_interp = True + break + + if beta_interp: + dmdt = np.array([ + beta_yinter[g][interp_index_low][0] + beta_slope[g][interp_index_low][0] * betas[g], + beta_yinter[g][interp_index_low][1] + beta_slope[g][interp_index_low][1] * betas[g] + ], dtype=object) + + time = [] + for i in [0, 1]: + time_betalo = (mapped_time[g][interp_index_low][i] * ( + premaptime[g][interp_index_low][i][-1] - premaptime[g][interp_index_low][i][0]) + + premaptime[g][interp_index_low][i][0]) + time_betahi = (mapped_time[g][interp_index_low][i] * ( + premaptime[g][interp_index_high][i][-1] - premaptime[g][interp_index_high][i][0]) + + premaptime[g][interp_index_high][i][0]) + time.append(time_betalo + (time_betahi - time_betalo) * (betas[g] - sim_beta[g][interp_index_low]) / ( + sim_beta[g][interp_index_high] - sim_beta[g][interp_index_low])) + time = np.array(time, dtype=object) + + timedict[g] = time + dmdtdict[g] = dmdt + else: + timedict[g] = np.copy(premaptime[g][interp_index_low]) + dmdtdict[g] = np.copy(premapdmdt[g][interp_index_low]) + + if gamma_interp: + mapped_time = {'4-3': [], '5-3': []} + time = [] + dmdt = [] + for j in [0, 1]: + if len(timedict['4-3'][j]) < len(timedict['5-3'][j]): + interp = '4-3' + nointerp = '5-3' + else: + interp = '5-3' + nointerp = '4-3' + + mapped_time[nointerp].append(1. / (timedict[nointerp][j][-1] - timedict[nointerp][j][0]) * ( + timedict[nointerp][j] - timedict[nointerp][j][0])) + mapped_time[interp].append(1. / (timedict[interp][j][-1] - timedict[interp][j][0]) * ( + timedict[interp][j] - timedict[interp][j][0])) + mapped_time[interp][j][0] = 0 + mapped_time[interp][j][-1] = 1 + mapped_time[nointerp][j][0] = 0 + mapped_time[nointerp][j][-1] = 1 + + func = interp1d(mapped_time[interp][j], dmdtdict[interp][j]) + dmdtdict[interp][j] = func(mapped_time[nointerp][j]) + + if interp == '5-3': + time53 = (mapped_time['4-3'][j] * (timedict['5-3'][j][-1] - timedict['5-3'][j][0]) + timedict['5-3'][j][ + 0]) + time.extend(10 ** (timedict['4-3'][j] + (time53 - timedict['4-3'][j]) * gfrac)) + else: + time43 = (mapped_time['5-3'][j] * (timedict['4-3'][j][-1] - timedict['4-3'][j][0]) + timedict['4-3'][j][ + 0]) + time.extend(10 ** (time43 + (timedict['5-3'][j] - time43) * gfrac)) + + dmdt.extend(10 ** (dmdtdict['4-3'][j] + (dmdtdict['5-3'][j] - dmdtdict['4-3'][j]) * gfrac)) + else: + time = np.concatenate((timedict[g][0], timedict[g][1])) + time = 10 ** time + dmdt = np.concatenate((dmdtdict[g][0], dmdtdict[g][1])) + dmdt = 10 ** dmdt + + time = np.array(time) + dmdt = np.array(dmdt) + + Mh = mbh6 * 1.0e6 + + if starmass < 0.1: + Mstar_Tout = 0.1 + else: + Mstar_Tout = starmass + + Z = 0.0134 + log10_Z_02 = np.log10(Z / 0.02) + + Tout_theta = ( + 1.71535900 + 0.62246212 * log10_Z_02 - 0.92557761 * log10_Z_02 ** 2 - 1.16996966 * log10_Z_02 ** 3 - 0.30631491 * log10_Z_02 ** 4) + Tout_l = ( + 6.59778800 - 0.42450044 * log10_Z_02 - 12.13339427 * log10_Z_02 ** 2 - 10.73509484 * log10_Z_02 ** 3 - 2.51487077 * log10_Z_02 ** 4) + Tout_kpa = ( + 10.08855000 - 7.11727086 * log10_Z_02 - 31.67119479 * log10_Z_02 ** 2 - 24.24848322 * log10_Z_02 ** 3 - 5.33608972 * log10_Z_02 ** 4) + Tout_lbda = ( + 1.01249500 + 0.32699690 * log10_Z_02 - 0.00923418 * log10_Z_02 ** 2 - 0.03876858 * log10_Z_02 ** 3 - 0.00412750 * log10_Z_02 ** 4) + Tout_mu = ( + 0.07490166 + 0.02410413 * log10_Z_02 + 0.07233664 * log10_Z_02 ** 2 + 0.03040467 * log10_Z_02 ** 3 + 0.00197741 * log10_Z_02 ** 4) + Tout_nu = 0.01077422 + Tout_eps = ( + 3.08223400 + 0.94472050 * log10_Z_02 - 2.15200882 * log10_Z_02 ** 2 - 2.49219496 * log10_Z_02 ** 3 - 0.63848738 * log10_Z_02 ** 4) + Tout_o = ( + 17.84778000 - 7.45345690 * log10_Z_02 - 48.9606685 * log10_Z_02 ** 2 - 40.05386135 * log10_Z_02 ** 3 - 9.09331816 * log10_Z_02 ** 4) + Tout_pi = ( + 0.00022582 - 0.00186899 * log10_Z_02 + 0.00388783 * log10_Z_02 ** 2 + 0.00142402 * log10_Z_02 ** 3 - 0.00007671 * log10_Z_02 ** 4) + + Rstar = (( + Tout_theta * Mstar_Tout ** 2.5 + Tout_l * Mstar_Tout ** 6.5 + Tout_kpa * Mstar_Tout ** 11 + Tout_lbda * Mstar_Tout ** 19 + Tout_mu * Mstar_Tout ** 19.5) / ( + Tout_nu + Tout_eps * Mstar_Tout ** 2 + Tout_o * Mstar_Tout ** 8.5 + Mstar_Tout ** 18.5 + Tout_pi * Mstar_Tout ** 19.5)) + + dmdt = (dmdt * np.sqrt(Mhbase / Mh) * (starmass / Mstarbase) ** 2.0 * (Rstarbase / Rstar) ** 1.5) + time = (time * np.sqrt(Mh / Mhbase) * (Mstarbase / starmass) * (Rstar / Rstarbase) ** 1.5) + + DAY_CGS = 86400 + time = time / DAY_CGS + tfallback = np.copy(time[0]) + + time = time - tfallback + tpeak = time[np.argmax(dmdt)] + + timeinterpfunc = interp1d(time, dmdt) + lengthpretimes = len(np.where(times < time[0])[0]) + lengthposttimes = len(np.where(times > time[-1])[0]) + + dmdt2 = timeinterpfunc(times[lengthpretimes:(len(times) - lengthposttimes)]) + dmdt1 = np.zeros(lengthpretimes) + dmdt3 = np.zeros(lengthposttimes) + + dmdtnew = np.append(dmdt1, dmdt2) + dmdtnew = np.append(dmdtnew, dmdt3) + dmdtnew[dmdtnew < 0] = 0 + + kappa_t = 0.2 * (1 + 0.74) + Ledd = (4 * np.pi * cc.graviational_constant * Mh * cc.solar_mass * cc.speed_of_light / kappa_t) + + luminosities = (efficiency * dmdtnew * cc.speed_of_light * cc.speed_of_light) + luminosities = (luminosities * leddlimit * Ledd / (luminosities + leddlimit * Ledd)) + luminosities = [0.0 if np.isnan(x) else x for x in luminosities] + + ProcessedData = namedtuple('ProcessedData', [ + 'luminosities', 'Rstar', 'tpeak', 'beta', 'starmass', 'dmdt', 'Ledd', 'tfallback']) + ProcessedData = ProcessedData(luminosities=luminosities, Rstar=Rstar, tpeak=tpeak, beta=beta, starmass=starmass, + dmdt=dmdtnew, Ledd=Ledd, tfallback=float(tfallback)) + return ProcessedData + +@citation_wrapper('https://ui.adsabs.harvard.edu/abs/2019ApJ...872..151M/abstract, https://ui.adsabs.harvard.edu/abs/2013ApJ...767...25G/abstract, https://ui.adsabs.harvard.edu/abs/2018ApJS..236....6G/abstract') +def tde_guillochon_bolometric(time, mbh6, mstar, tvisc, bb, efficiency, leddlimit, **kwargs): + """ + Identical to the Mosfit model following Guillochon+ 2013 apart from doing the fallback rate fudge in mosfit. + + :param time: A dense array of times in rest frame in days + :param mbh6: black hole mass in units of 10^6 solar masses + :param mstar: star mass in units of solar masses + :param tvisc: viscous timescale in days + :param bb: Relates to beta and gamma values for the star that's disrupted + :param efficiency: efficiency of the BH + :param leddlimit: eddington limit for the BH + :param kwargs: Additional keyword arguments + :return: bolometric luminosity + """ + _interaction_process = kwargs.get("interaction_process", ip.Viscous) + dense_resolution = kwargs.get("dense_resolution", 1000) + dense_times = np.linspace(0, time[-1] + 100, dense_resolution) + outs = _tde_mosfit_engine(times=dense_times, mbh6=mbh6, mstar=mstar, b=bb, efficiency=efficiency, + leddlimit=leddlimit, **kwargs) + dense_lbols = outs.luminosities + interaction_class = _interaction_process(time=time, dense_times=dense_times, luminosity=dense_lbols, t_viscous=tvisc, **kwargs) + lbol = interaction_class.new_luminosity + if 'output_format' in kwargs: + return lbol, outs + else: + return lbol + @citation_wrapper('https://ui.adsabs.harvard.edu/abs/2019ApJ...872..151M/abstract, https://ui.adsabs.harvard.edu/abs/2013ApJ...767...25G/abstract, https://ui.adsabs.harvard.edu/abs/2018ApJS..236....6G/abstract') -def tde_semianalytical(time, redshift, ): - raise NotImplementedError("This model is not yet implemented.") \ No newline at end of file +def tde_guillochon(time, redshift, mbh6, mstar, tvisc, bb, efficiency, leddlimit, rph_0, lphoto, **kwargs): + """ + Identical to the Mosfit model following Guillochon+ 2013 apart from doing the fallback rate fudge in mosfit. + + :param time: Times in observer frame in days + :param redshift: redshift of the transient + :param mbh6: black hole mass in units of 10^6 solar masses + :param mstar: star mass in units of solar masses + :param tvisc: viscous timescale in days + :param bb: Relates to beta and gamma values for the star that's disrupted + :param efficiency: efficiency of the BH + :param leddlimit: eddington limit for the BH + :param rph_0: initial photosphere radius + :param lphoto: photosphere luminosity + :param kwargs: Additional keyword arguments + :return: set by output format - 'flux_density', 'magnitude', 'spectra', 'flux', 'sncosmo_source' + """ + + kwargs['interaction_process'] = kwargs.get("interaction_process", ip.Viscous) + kwargs['photosphere'] = kwargs.get("photosphere", photosphere.TDEPhotosphere) + kwargs['sed'] = kwargs.get("sed", sed.Blackbody) + cosmology = kwargs.get('cosmology', cosmo) + dl = cosmology.luminosity_distance(redshift).cgs.value + + if kwargs['output_format'] == 'flux_density': + frequency = kwargs['frequency'] + frequency, time = calc_kcorrected_properties(frequency=frequency, redshift=redshift, time=time) + lbol, outs = tde_guillochon_bolometric(time=time, mbh6=mbh6, mstar=mstar, tvisc=tvisc, bb=bb, efficiency=efficiency, + leddlimit=leddlimit, **kwargs) + photo = kwargs['photosphere'](time=time, luminosity=lbol, mass_bh=mbh6*1e6, + mass_star=mstar, star_radius=outs.Rstar, + tpeak=outs.tpeak, rph_0=rph_0, lphoto=lphoto, beta=outs.beta, **kwargs) + sed_1 = kwargs['sed'](time=time, temperature=photo.photosphere_temperature, r_photosphere=photo.r_photosphere, + frequency=frequency, luminosity_distance=dl) + flux_density = sed_1.flux_density + flux_density = np.nan_to_num(flux_density) + return flux_density.to(uu.mJy).value + else: + time_obs = time + lambda_observer_frame = kwargs.get('lambda_array', np.geomspace(100, 60000, 100)) + time_temp = np.geomspace(0.1, 1000, 300) + time_observer_frame = time_temp * (1. + redshift) + frequency, time = calc_kcorrected_properties(frequency=lambda_to_nu(lambda_observer_frame), + redshift=redshift, time=time_observer_frame) + lbol, outs = tde_guillochon_bolometric(time=time, mbh6=mbh6, mstar=mstar, tvisc=tvisc, bb=bb, efficiency=efficiency, + leddlimit=leddlimit, **kwargs) + photo = kwargs['photosphere'](time=time, luminosity=lbol, mass_bh=mbh6*1e6, mass_star=mstar, + star_radius=outs.Rstar, tpeak=outs.tpeak, rph_0=rph_0, lphoto=lphoto, + beta=outs.beta,**kwargs) + sed_1 = kwargs['sed'](time=time, temperature=photo.photosphere_temperature, r_photosphere=photo.r_photosphere, + frequency=frequency[:, None], luminosity_distance=dl) + fmjy = sed_1.flux_density.T + spectra = fmjy.to(uu.mJy).to(uu.erg / uu.cm ** 2 / uu.s / uu.Angstrom, + equivalencies=uu.spectral_density(wav=lambda_observer_frame * uu.Angstrom)) + if kwargs['output_format'] == 'spectra': + return namedtuple('output', ['time', 'lambdas', 'spectra'])(time=time_observer_frame, + lambdas=lambda_observer_frame, + spectra=spectra) + else: + return sed.get_correct_output_format_from_spectra(time=time_obs, time_eval=time_observer_frame, + spectra=spectra, lambda_array=lambda_observer_frame, + **kwargs) \ No newline at end of file From 99f2ded31781247e3282683612c1120cfe470e8b Mon Sep 17 00:00:00 2001 From: Nikhil Sarin Date: Sat, 17 Aug 2024 20:05:49 +0200 Subject: [PATCH 3/6] Add default priors etc --- redback/priors/tde_guillochon.prior | 8 ++++++++ redback/priors/tde_guillochon_bolometric.prior | 6 ++++++ redback/transient_models/tde_models.py | 18 +++++++++--------- 3 files changed, 23 insertions(+), 9 deletions(-) create mode 100644 redback/priors/tde_guillochon.prior create mode 100644 redback/priors/tde_guillochon_bolometric.prior diff --git a/redback/priors/tde_guillochon.prior b/redback/priors/tde_guillochon.prior new file mode 100644 index 000000000..7784847d6 --- /dev/null +++ b/redback/priors/tde_guillochon.prior @@ -0,0 +1,8 @@ +mbh_6 = Uniform(0.01, 20, name='mbh_6', latex_label = r'$M_{\mathrm{BH}}~[10^{6}~M_{\odot}]$') +mstar = Uniform(0.1, 30, name='mstar', latex_label = r'$M_{\mathrm{star}} [M_{\odot}]$') +tvisc = LogUniform(1e-3, 1e2, name='tvisc', latex_label = r'$t_{\mathrm{visc}}$') +bb = Uniform(0, 2, name='bb', latex_label = r'$\beta^{*}$') +eta = LogUniform(1e-4, 0.4, name='eta', latex_label=r'$\eta$') +leddlimit = 1 +rph_0 = LogUniform(1e-4, 1e4, name='rph_0', latex_label = r'$r_{\mathrm{ph,0}}$') +lphoto = Uniform(0, 2, name='lphoto', latex_label = r'$L_{\mathrm{photo}}^{*}$') \ No newline at end of file diff --git a/redback/priors/tde_guillochon_bolometric.prior b/redback/priors/tde_guillochon_bolometric.prior new file mode 100644 index 000000000..e466064d2 --- /dev/null +++ b/redback/priors/tde_guillochon_bolometric.prior @@ -0,0 +1,6 @@ +mbh_6 = Uniform(0.01, 20, name='mbh_6', latex_label = r'$M_{\mathrm{BH}}~[10^{6}~M_{\odot}]$') +mstar = Uniform(0.1, 30, name='mstar', latex_label = r'$M_{\mathrm{star}} [M_{\odot}]$') +tvisc = LogUniform(1e-3, 1e2, name='tvisc', latex_label = r'$t_{\mathrm{visc}}$') +bb = Uniform(0, 2, name='bb', latex_label = r'$\beta^{*}$') +eta = LogUniform(1e-4, 0.4, name='eta', latex_label=r'$\eta$') +leddlimit = 1 \ No newline at end of file diff --git a/redback/transient_models/tde_models.py b/redback/transient_models/tde_models.py index b8a22e32c..f677b367f 100644 --- a/redback/transient_models/tde_models.py +++ b/redback/transient_models/tde_models.py @@ -964,7 +964,7 @@ def _tde_mosfit_engine(times, mbh6, mstar, b, efficiency, leddlimit, **kwargs): return ProcessedData @citation_wrapper('https://ui.adsabs.harvard.edu/abs/2019ApJ...872..151M/abstract, https://ui.adsabs.harvard.edu/abs/2013ApJ...767...25G/abstract, https://ui.adsabs.harvard.edu/abs/2018ApJS..236....6G/abstract') -def tde_guillochon_bolometric(time, mbh6, mstar, tvisc, bb, efficiency, leddlimit, **kwargs): +def tde_guillochon_bolometric(time, mbh6, mstar, tvisc, bb, eta, leddlimit, **kwargs): """ Identical to the Mosfit model following Guillochon+ 2013 apart from doing the fallback rate fudge in mosfit. @@ -973,7 +973,7 @@ def tde_guillochon_bolometric(time, mbh6, mstar, tvisc, bb, efficiency, leddlimi :param mstar: star mass in units of solar masses :param tvisc: viscous timescale in days :param bb: Relates to beta and gamma values for the star that's disrupted - :param efficiency: efficiency of the BH + :param eta: efficiency of the BH :param leddlimit: eddington limit for the BH :param kwargs: Additional keyword arguments :return: bolometric luminosity @@ -981,7 +981,7 @@ def tde_guillochon_bolometric(time, mbh6, mstar, tvisc, bb, efficiency, leddlimi _interaction_process = kwargs.get("interaction_process", ip.Viscous) dense_resolution = kwargs.get("dense_resolution", 1000) dense_times = np.linspace(0, time[-1] + 100, dense_resolution) - outs = _tde_mosfit_engine(times=dense_times, mbh6=mbh6, mstar=mstar, b=bb, efficiency=efficiency, + outs = _tde_mosfit_engine(times=dense_times, mbh6=mbh6, mstar=mstar, b=bb, efficiency=eta, leddlimit=leddlimit, **kwargs) dense_lbols = outs.luminosities interaction_class = _interaction_process(time=time, dense_times=dense_times, luminosity=dense_lbols, t_viscous=tvisc, **kwargs) @@ -993,7 +993,7 @@ def tde_guillochon_bolometric(time, mbh6, mstar, tvisc, bb, efficiency, leddlimi @citation_wrapper('https://ui.adsabs.harvard.edu/abs/2019ApJ...872..151M/abstract, https://ui.adsabs.harvard.edu/abs/2013ApJ...767...25G/abstract, https://ui.adsabs.harvard.edu/abs/2018ApJS..236....6G/abstract') -def tde_guillochon(time, redshift, mbh6, mstar, tvisc, bb, efficiency, leddlimit, rph_0, lphoto, **kwargs): +def tde_guillochon(time, redshift, mbh6, mstar, tvisc, bb, eta, leddlimit, rph_0, lphoto, **kwargs): """ Identical to the Mosfit model following Guillochon+ 2013 apart from doing the fallback rate fudge in mosfit. @@ -1003,7 +1003,7 @@ def tde_guillochon(time, redshift, mbh6, mstar, tvisc, bb, efficiency, leddlimit :param mstar: star mass in units of solar masses :param tvisc: viscous timescale in days :param bb: Relates to beta and gamma values for the star that's disrupted - :param efficiency: efficiency of the BH + :param eta: efficiency of the BH :param leddlimit: eddington limit for the BH :param rph_0: initial photosphere radius :param lphoto: photosphere luminosity @@ -1020,8 +1020,8 @@ def tde_guillochon(time, redshift, mbh6, mstar, tvisc, bb, efficiency, leddlimit if kwargs['output_format'] == 'flux_density': frequency = kwargs['frequency'] frequency, time = calc_kcorrected_properties(frequency=frequency, redshift=redshift, time=time) - lbol, outs = tde_guillochon_bolometric(time=time, mbh6=mbh6, mstar=mstar, tvisc=tvisc, bb=bb, efficiency=efficiency, - leddlimit=leddlimit, **kwargs) + lbol, outs = tde_guillochon_bolometric(time=time, mbh6=mbh6, mstar=mstar, tvisc=tvisc, bb=bb, eta=eta, + leddlimit=leddlimit, **kwargs) photo = kwargs['photosphere'](time=time, luminosity=lbol, mass_bh=mbh6*1e6, mass_star=mstar, star_radius=outs.Rstar, tpeak=outs.tpeak, rph_0=rph_0, lphoto=lphoto, beta=outs.beta, **kwargs) @@ -1037,8 +1037,8 @@ def tde_guillochon(time, redshift, mbh6, mstar, tvisc, bb, efficiency, leddlimit time_observer_frame = time_temp * (1. + redshift) frequency, time = calc_kcorrected_properties(frequency=lambda_to_nu(lambda_observer_frame), redshift=redshift, time=time_observer_frame) - lbol, outs = tde_guillochon_bolometric(time=time, mbh6=mbh6, mstar=mstar, tvisc=tvisc, bb=bb, efficiency=efficiency, - leddlimit=leddlimit, **kwargs) + lbol, outs = tde_guillochon_bolometric(time=time, mbh6=mbh6, mstar=mstar, tvisc=tvisc, bb=bb, eta=eta, + leddlimit=leddlimit, **kwargs) photo = kwargs['photosphere'](time=time, luminosity=lbol, mass_bh=mbh6*1e6, mass_star=mstar, star_radius=outs.Rstar, tpeak=outs.tpeak, rph_0=rph_0, lphoto=lphoto, beta=outs.beta,**kwargs) From f681b81a008b13b77e1dac74347e3c2ec8eefed6 Mon Sep 17 00:00:00 2001 From: Nikhil Sarin Date: Sat, 17 Aug 2024 20:39:05 +0200 Subject: [PATCH 4/6] Update prior and syntax so tests dont fail --- redback/priors/tde_guillochon.prior | 5 +-- .../priors/tde_guillochon_bolometric.prior | 2 +- redback/transient_models/tde_models.py | 36 +++++++++++++------ 3 files changed, 29 insertions(+), 14 deletions(-) diff --git a/redback/priors/tde_guillochon.prior b/redback/priors/tde_guillochon.prior index 7784847d6..bd7403e34 100644 --- a/redback/priors/tde_guillochon.prior +++ b/redback/priors/tde_guillochon.prior @@ -1,8 +1,9 @@ -mbh_6 = Uniform(0.01, 20, name='mbh_6', latex_label = r'$M_{\mathrm{BH}}~[10^{6}~M_{\odot}]$') +redshift = Uniform(1e-6, 3, 'redshift', latex_label = r'$z$') +mbh6 = Uniform(0.01, 20, name='mbh_6', latex_label = r'$M_{\mathrm{BH}}~[10^{6}~M_{\odot}]$') mstar = Uniform(0.1, 30, name='mstar', latex_label = r'$M_{\mathrm{star}} [M_{\odot}]$') tvisc = LogUniform(1e-3, 1e2, name='tvisc', latex_label = r'$t_{\mathrm{visc}}$') bb = Uniform(0, 2, name='bb', latex_label = r'$\beta^{*}$') eta = LogUniform(1e-4, 0.4, name='eta', latex_label=r'$\eta$') leddlimit = 1 -rph_0 = LogUniform(1e-4, 1e4, name='rph_0', latex_label = r'$r_{\mathrm{ph,0}}$') +rph0 = LogUniform(1e-4, 1e4, name='rph_0', latex_label = r'$R_{\mathrm{ph-0}}$') lphoto = Uniform(0, 2, name='lphoto', latex_label = r'$L_{\mathrm{photo}}^{*}$') \ No newline at end of file diff --git a/redback/priors/tde_guillochon_bolometric.prior b/redback/priors/tde_guillochon_bolometric.prior index e466064d2..e3f9c3ec0 100644 --- a/redback/priors/tde_guillochon_bolometric.prior +++ b/redback/priors/tde_guillochon_bolometric.prior @@ -1,4 +1,4 @@ -mbh_6 = Uniform(0.01, 20, name='mbh_6', latex_label = r'$M_{\mathrm{BH}}~[10^{6}~M_{\odot}]$') +mbh6 = Uniform(0.01, 20, name='mbh_6', latex_label = r'$M_{\mathrm{BH}}~[10^{6}~M_{\odot}]$') mstar = Uniform(0.1, 30, name='mstar', latex_label = r'$M_{\mathrm{star}} [M_{\odot}]$') tvisc = LogUniform(1e-3, 1e2, name='tvisc', latex_label = r'$t_{\mathrm{visc}}$') bb = Uniform(0, 2, name='bb', latex_label = r'$\beta^{*}$') diff --git a/redback/transient_models/tde_models.py b/redback/transient_models/tde_models.py index f677b367f..f6b542d61 100644 --- a/redback/transient_models/tde_models.py +++ b/redback/transient_models/tde_models.py @@ -964,7 +964,7 @@ def _tde_mosfit_engine(times, mbh6, mstar, b, efficiency, leddlimit, **kwargs): return ProcessedData @citation_wrapper('https://ui.adsabs.harvard.edu/abs/2019ApJ...872..151M/abstract, https://ui.adsabs.harvard.edu/abs/2013ApJ...767...25G/abstract, https://ui.adsabs.harvard.edu/abs/2018ApJS..236....6G/abstract') -def tde_guillochon_bolometric(time, mbh6, mstar, tvisc, bb, eta, leddlimit, **kwargs): +def _tde_guillochon_all_outputs(time, mbh6, mstar, tvisc, bb, eta, leddlimit, **kwargs): """ Identical to the Mosfit model following Guillochon+ 2013 apart from doing the fallback rate fudge in mosfit. @@ -986,14 +986,28 @@ def tde_guillochon_bolometric(time, mbh6, mstar, tvisc, bb, eta, leddlimit, **kw dense_lbols = outs.luminosities interaction_class = _interaction_process(time=time, dense_times=dense_times, luminosity=dense_lbols, t_viscous=tvisc, **kwargs) lbol = interaction_class.new_luminosity - if 'output_format' in kwargs: - return lbol, outs - else: - return lbol + return lbol, outs +def tde_guillochon_bolometric(time, mbh6, mstar, tvisc, bb, eta, leddlimit, **kwargs): + """ + Identical to the Mosfit model following Guillochon+ 2013 apart from doing the fallback rate fudge in mosfit. + + :param time: A dense array of times in rest frame in days + :param mbh6: black hole mass in units of 10^6 solar masses + :param mstar: star mass in units of solar masses + :param tvisc: viscous timescale in days + :param bb: Relates to beta and gamma values for the star that's disrupted + :param eta: efficiency of the BH + :param leddlimit: eddington limit for the BH + :param kwargs: Additional keyword arguments + :return: bolometric luminosity + """ + lbol, _ = _tde_guillochon_all_outputs(time=time, mbh6=mbh6, mstar=mstar, tvisc=tvisc, bb=bb, eta=eta, + leddlimit=leddlimit, **kwargs) + return lbol @citation_wrapper('https://ui.adsabs.harvard.edu/abs/2019ApJ...872..151M/abstract, https://ui.adsabs.harvard.edu/abs/2013ApJ...767...25G/abstract, https://ui.adsabs.harvard.edu/abs/2018ApJS..236....6G/abstract') -def tde_guillochon(time, redshift, mbh6, mstar, tvisc, bb, eta, leddlimit, rph_0, lphoto, **kwargs): +def tde_guillochon(time, redshift, mbh6, mstar, tvisc, bb, eta, leddlimit, rph0, lphoto, **kwargs): """ Identical to the Mosfit model following Guillochon+ 2013 apart from doing the fallback rate fudge in mosfit. @@ -1005,7 +1019,7 @@ def tde_guillochon(time, redshift, mbh6, mstar, tvisc, bb, eta, leddlimit, rph_0 :param bb: Relates to beta and gamma values for the star that's disrupted :param eta: efficiency of the BH :param leddlimit: eddington limit for the BH - :param rph_0: initial photosphere radius + :param rph0: initial photosphere radius :param lphoto: photosphere luminosity :param kwargs: Additional keyword arguments :return: set by output format - 'flux_density', 'magnitude', 'spectra', 'flux', 'sncosmo_source' @@ -1020,11 +1034,11 @@ def tde_guillochon(time, redshift, mbh6, mstar, tvisc, bb, eta, leddlimit, rph_0 if kwargs['output_format'] == 'flux_density': frequency = kwargs['frequency'] frequency, time = calc_kcorrected_properties(frequency=frequency, redshift=redshift, time=time) - lbol, outs = tde_guillochon_bolometric(time=time, mbh6=mbh6, mstar=mstar, tvisc=tvisc, bb=bb, eta=eta, + lbol, outs = _tde_guillochon_all_outputs(time=time, mbh6=mbh6, mstar=mstar, tvisc=tvisc, bb=bb, eta=eta, leddlimit=leddlimit, **kwargs) photo = kwargs['photosphere'](time=time, luminosity=lbol, mass_bh=mbh6*1e6, mass_star=mstar, star_radius=outs.Rstar, - tpeak=outs.tpeak, rph_0=rph_0, lphoto=lphoto, beta=outs.beta, **kwargs) + tpeak=outs.tpeak, rph_0=rph0, lphoto=lphoto, beta=outs.beta, **kwargs) sed_1 = kwargs['sed'](time=time, temperature=photo.photosphere_temperature, r_photosphere=photo.r_photosphere, frequency=frequency, luminosity_distance=dl) flux_density = sed_1.flux_density @@ -1037,10 +1051,10 @@ def tde_guillochon(time, redshift, mbh6, mstar, tvisc, bb, eta, leddlimit, rph_0 time_observer_frame = time_temp * (1. + redshift) frequency, time = calc_kcorrected_properties(frequency=lambda_to_nu(lambda_observer_frame), redshift=redshift, time=time_observer_frame) - lbol, outs = tde_guillochon_bolometric(time=time, mbh6=mbh6, mstar=mstar, tvisc=tvisc, bb=bb, eta=eta, + lbol, outs = _tde_guillochon_all_outputs(time=time, mbh6=mbh6, mstar=mstar, tvisc=tvisc, bb=bb, eta=eta, leddlimit=leddlimit, **kwargs) photo = kwargs['photosphere'](time=time, luminosity=lbol, mass_bh=mbh6*1e6, mass_star=mstar, - star_radius=outs.Rstar, tpeak=outs.tpeak, rph_0=rph_0, lphoto=lphoto, + star_radius=outs.Rstar, tpeak=outs.tpeak, rph_0=rph0, lphoto=lphoto, beta=outs.beta,**kwargs) sed_1 = kwargs['sed'](time=time, temperature=photo.photosphere_temperature, r_photosphere=photo.r_photosphere, frequency=frequency[:, None], luminosity_distance=dl) From 829b3fdc410048f55a88dfdee27aa874ee365ed3 Mon Sep 17 00:00:00 2001 From: Nikhil Sarin Date: Sat, 17 Aug 2024 21:32:06 +0200 Subject: [PATCH 5/6] plotting related things --- redback/priors/tde_guillochon.prior | 4 ++-- redback/priors/tde_guillochon_bolometric.prior | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/redback/priors/tde_guillochon.prior b/redback/priors/tde_guillochon.prior index bd7403e34..6b0e5b8f6 100644 --- a/redback/priors/tde_guillochon.prior +++ b/redback/priors/tde_guillochon.prior @@ -2,8 +2,8 @@ redshift = Uniform(1e-6, 3, 'redshift', latex_label = r'$z$') mbh6 = Uniform(0.01, 20, name='mbh_6', latex_label = r'$M_{\mathrm{BH}}~[10^{6}~M_{\odot}]$') mstar = Uniform(0.1, 30, name='mstar', latex_label = r'$M_{\mathrm{star}} [M_{\odot}]$') tvisc = LogUniform(1e-3, 1e2, name='tvisc', latex_label = r'$t_{\mathrm{visc}}$') -bb = Uniform(0, 2, name='bb', latex_label = r'$\beta^{*}$') +bb = Uniform(0, 2, name='bb', latex_label = r'$\beta^{\star}$') eta = LogUniform(1e-4, 0.4, name='eta', latex_label=r'$\eta$') leddlimit = 1 rph0 = LogUniform(1e-4, 1e4, name='rph_0', latex_label = r'$R_{\mathrm{ph-0}}$') -lphoto = Uniform(0, 2, name='lphoto', latex_label = r'$L_{\mathrm{photo}}^{*}$') \ No newline at end of file +lphoto = Uniform(0, 2, name='lphoto', latex_label = r'$L_{\mathrm{photo}}^{\star}$') \ No newline at end of file diff --git a/redback/priors/tde_guillochon_bolometric.prior b/redback/priors/tde_guillochon_bolometric.prior index e3f9c3ec0..209b9889b 100644 --- a/redback/priors/tde_guillochon_bolometric.prior +++ b/redback/priors/tde_guillochon_bolometric.prior @@ -1,6 +1,6 @@ mbh6 = Uniform(0.01, 20, name='mbh_6', latex_label = r'$M_{\mathrm{BH}}~[10^{6}~M_{\odot}]$') mstar = Uniform(0.1, 30, name='mstar', latex_label = r'$M_{\mathrm{star}} [M_{\odot}]$') tvisc = LogUniform(1e-3, 1e2, name='tvisc', latex_label = r'$t_{\mathrm{visc}}$') -bb = Uniform(0, 2, name='bb', latex_label = r'$\beta^{*}$') +bb = Uniform(0, 2, name='bb', latex_label = r'$\beta^{\star}$') eta = LogUniform(1e-4, 0.4, name='eta', latex_label=r'$\eta$') leddlimit = 1 \ No newline at end of file From ae2ef1dbb01814a20814773da0d12efe4eec0f60 Mon Sep 17 00:00:00 2001 From: Nikhil Sarin Date: Sat, 17 Aug 2024 21:46:12 +0200 Subject: [PATCH 6/6] LATEX SUCKS --- redback/priors/tde_guillochon.prior | 2 +- redback/priors/tde_guillochon_bolometric.prior | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/redback/priors/tde_guillochon.prior b/redback/priors/tde_guillochon.prior index 6b0e5b8f6..c6fdb68ab 100644 --- a/redback/priors/tde_guillochon.prior +++ b/redback/priors/tde_guillochon.prior @@ -2,7 +2,7 @@ redshift = Uniform(1e-6, 3, 'redshift', latex_label = r'$z$') mbh6 = Uniform(0.01, 20, name='mbh_6', latex_label = r'$M_{\mathrm{BH}}~[10^{6}~M_{\odot}]$') mstar = Uniform(0.1, 30, name='mstar', latex_label = r'$M_{\mathrm{star}} [M_{\odot}]$') tvisc = LogUniform(1e-3, 1e2, name='tvisc', latex_label = r'$t_{\mathrm{visc}}$') -bb = Uniform(0, 2, name='bb', latex_label = r'$\beta^{\star}$') +bb = Uniform(0, 2, name='bb', latex_label = r'$\\beta^{\star}$') eta = LogUniform(1e-4, 0.4, name='eta', latex_label=r'$\eta$') leddlimit = 1 rph0 = LogUniform(1e-4, 1e4, name='rph_0', latex_label = r'$R_{\mathrm{ph-0}}$') diff --git a/redback/priors/tde_guillochon_bolometric.prior b/redback/priors/tde_guillochon_bolometric.prior index 209b9889b..7ea44e42f 100644 --- a/redback/priors/tde_guillochon_bolometric.prior +++ b/redback/priors/tde_guillochon_bolometric.prior @@ -1,6 +1,6 @@ mbh6 = Uniform(0.01, 20, name='mbh_6', latex_label = r'$M_{\mathrm{BH}}~[10^{6}~M_{\odot}]$') mstar = Uniform(0.1, 30, name='mstar', latex_label = r'$M_{\mathrm{star}} [M_{\odot}]$') tvisc = LogUniform(1e-3, 1e2, name='tvisc', latex_label = r'$t_{\mathrm{visc}}$') -bb = Uniform(0, 2, name='bb', latex_label = r'$\beta^{\star}$') +bb = Uniform(0, 2, name='bb', latex_label = r'$\\beta^{\star}$') eta = LogUniform(1e-4, 0.4, name='eta', latex_label=r'$\eta$') leddlimit = 1 \ No newline at end of file