# Size of variable arrays: sizeAlgebraic = 45 sizeStates = 11 sizeConstants = 64 from math import * from numpy import * def createLegends(): legend_states = [""] * sizeStates legend_rates = [""] * sizeStates legend_algebraic = [""] * sizeAlgebraic legend_voi = "" legend_constants = [""] * sizeConstants legend_voi = "time in component environment (millisecond)" legend_algebraic[3] = "SOVFThick in component sarcomere_geometry (dimensionless)" legend_algebraic[4] = "SOVFThin in component sarcomere_geometry (dimensionless)" legend_algebraic[0] = "sovr_ze in component sarcomere_geometry (micrometre)" legend_algebraic[1] = "sovr_cle in component sarcomere_geometry (micrometre)" legend_algebraic[2] = "len_sovr in component sarcomere_geometry (micrometre)" legend_constants[0] = "SLmax in component normalised_active_and_passive_force (micrometre)" legend_constants[1] = "SLmin in component normalised_active_and_passive_force (micrometre)" legend_constants[2] = "len_thin in component model_parameters (micrometre)" legend_constants[3] = "len_thick in component model_parameters (micrometre)" legend_constants[4] = "len_hbare in component model_parameters (micrometre)" legend_states[0] = "SL in component normalised_active_and_passive_force (micrometre)" legend_states[1] = "TRPNCaL in component Ca_binding_to_troponin_to_thin_filament_regulation (dimensionless)" legend_states[2] = "TRPNCaH in component Ca_binding_to_troponin_to_thin_filament_regulation (dimensionless)" legend_algebraic[42] = "dTRPNCaL in component Ca_binding_to_troponin_to_thin_filament_regulation (first_order_rate_constant)" legend_algebraic[43] = "dTRPNCaH in component Ca_binding_to_troponin_to_thin_filament_regulation (first_order_rate_constant)" legend_algebraic[10] = "kn_pT in component Ca_binding_to_troponin_to_thin_filament_regulation (first_order_rate_constant)" legend_algebraic[14] = "kp_nT in component Ca_binding_to_troponin_to_thin_filament_regulation (first_order_rate_constant)" legend_constants[55] = "konT in component Ca_binding_to_troponin_to_thin_filament_regulation (second_order_rate_constant)" legend_constants[56] = "koffLT in component Ca_binding_to_troponin_to_thin_filament_regulation (first_order_rate_constant)" legend_constants[57] = "koffHT in component Ca_binding_to_troponin_to_thin_filament_regulation (first_order_rate_constant)" legend_constants[5] = "Qkon in component Ca_binding_to_troponin_to_thin_filament_regulation (dimensionless)" legend_constants[6] = "Qkoff in component Ca_binding_to_troponin_to_thin_filament_regulation (dimensionless)" legend_constants[7] = "Qkn_p in component Ca_binding_to_troponin_to_thin_filament_regulation (dimensionless)" legend_constants[8] = "Qkp_n in component Ca_binding_to_troponin_to_thin_filament_regulation (dimensionless)" legend_constants[9] = "kon in component Ca_binding_to_troponin_to_thin_filament_regulation (second_order_rate_constant)" legend_constants[10] = "koffL in component Ca_binding_to_troponin_to_thin_filament_regulation (first_order_rate_constant)" legend_constants[11] = "koffH in component Ca_binding_to_troponin_to_thin_filament_regulation (first_order_rate_constant)" legend_constants[12] = "perm50 in component Ca_binding_to_troponin_to_thin_filament_regulation (dimensionless)" legend_constants[13] = "nperm in component Ca_binding_to_troponin_to_thin_filament_regulation (dimensionless)" legend_constants[14] = "kn_p in component Ca_binding_to_troponin_to_thin_filament_regulation (first_order_rate_constant)" legend_constants[15] = "kp_n in component Ca_binding_to_troponin_to_thin_filament_regulation (first_order_rate_constant)" legend_constants[16] = "koffmod in component Ca_binding_to_troponin_to_thin_filament_regulation (dimensionless)" legend_algebraic[6] = "Tropreg in component Ca_binding_to_troponin_to_thin_filament_regulation (dimensionless)" legend_algebraic[8] = "permtot in component Ca_binding_to_troponin_to_thin_filament_regulation (dimensionless)" legend_algebraic[12] = "inprmt in component Ca_binding_to_troponin_to_thin_filament_regulation (dimensionless)" legend_constants[17] = "TmpC in component model_parameters (celsius)" legend_algebraic[40] = "Cai in component equation_for_simulated_calcium_transient (micromolar)" legend_constants[58] = "fappT in component thin_filament_regulation_and_crossbridge_cycling_rates (first_order_rate_constant)" legend_algebraic[17] = "gappT in component thin_filament_regulation_and_crossbridge_cycling_rates (first_order_rate_constant)" legend_algebraic[20] = "hfT in component thin_filament_regulation_and_crossbridge_cycling_rates (first_order_rate_constant)" legend_algebraic[21] = "hbT in component thin_filament_regulation_and_crossbridge_cycling_rates (first_order_rate_constant)" legend_algebraic[23] = "gxbT in component thin_filament_regulation_and_crossbridge_cycling_rates (first_order_rate_constant)" legend_constants[18] = "fapp in component thin_filament_regulation_and_crossbridge_cycling_rates (first_order_rate_constant)" legend_constants[19] = "gapp in component thin_filament_regulation_and_crossbridge_cycling_rates (first_order_rate_constant)" legend_constants[20] = "hf in component thin_filament_regulation_and_crossbridge_cycling_rates (first_order_rate_constant)" legend_constants[21] = "hb in component thin_filament_regulation_and_crossbridge_cycling_rates (first_order_rate_constant)" legend_constants[22] = "gxb in component thin_filament_regulation_and_crossbridge_cycling_rates (first_order_rate_constant)" legend_constants[23] = "gslmod in component thin_filament_regulation_and_crossbridge_cycling_rates (dimensionless)" legend_algebraic[18] = "hfmd in component thin_filament_regulation_and_crossbridge_cycling_rates (dimensionless)" legend_algebraic[19] = "hbmd in component thin_filament_regulation_and_crossbridge_cycling_rates (dimensionless)" legend_constants[24] = "hfmdc in component thin_filament_regulation_and_crossbridge_cycling_rates (dimensionless)" legend_constants[25] = "hbmdc in component thin_filament_regulation_and_crossbridge_cycling_rates (dimensionless)" legend_constants[26] = "sigmap in component thin_filament_regulation_and_crossbridge_cycling_rates (dimensionless)" legend_constants[27] = "sigman in component thin_filament_regulation_and_crossbridge_cycling_rates (dimensionless)" legend_constants[28] = "xbmodsp in component thin_filament_regulation_and_crossbridge_cycling_rates (dimensionless)" legend_constants[29] = "Qfapp in component thin_filament_regulation_and_crossbridge_cycling_rates (dimensionless)" legend_constants[30] = "Qgapp in component thin_filament_regulation_and_crossbridge_cycling_rates (dimensionless)" legend_constants[31] = "Qhf in component thin_filament_regulation_and_crossbridge_cycling_rates (dimensionless)" legend_constants[32] = "Qhb in component thin_filament_regulation_and_crossbridge_cycling_rates (dimensionless)" legend_constants[33] = "Qgxb in component thin_filament_regulation_and_crossbridge_cycling_rates (dimensionless)" legend_algebraic[22] = "gxbmd in component thin_filament_regulation_and_crossbridge_cycling_rates (dimensionless)" legend_algebraic[16] = "gapslmd in component thin_filament_regulation_and_crossbridge_cycling_rates (dimensionless)" legend_constants[34] = "x_0 in component model_parameters (micrometre)" legend_states[3] = "xXBpostr in component mean_strain_of_strongly_bound_states (micrometre)" legend_states[4] = "xXBprer in component mean_strain_of_strongly_bound_states (micrometre)" legend_states[5] = "XBpostr in component regulation_and_crossbridge_cycling_state_equations (dimensionless)" legend_states[6] = "XBprer in component regulation_and_crossbridge_cycling_state_equations (dimensionless)" legend_algebraic[24] = "dXBpostr in component regulation_and_crossbridge_cycling_state_equations (first_order_rate_constant)" legend_algebraic[26] = "dXBprer in component regulation_and_crossbridge_cycling_state_equations (first_order_rate_constant)" legend_states[7] = "N_NoXB in component regulation_and_crossbridge_cycling_state_equations (dimensionless)" legend_states[8] = "P_NoXB in component regulation_and_crossbridge_cycling_state_equations (dimensionless)" legend_algebraic[25] = "P in component regulation_and_crossbridge_cycling_state_equations (dimensionless)" legend_states[9] = "N in component regulation_and_crossbridge_cycling_state_equations (dimensionless)" legend_algebraic[31] = "dxXBpostr in component mean_strain_of_strongly_bound_states (micrometre_per_millisecond)" legend_algebraic[30] = "dxXBprer in component mean_strain_of_strongly_bound_states (micrometre_per_millisecond)" legend_constants[35] = "xPsi in component mean_strain_of_strongly_bound_states (dimensionless)" legend_algebraic[27] = "dutyprer in component mean_strain_of_strongly_bound_states (dimensionless)" legend_algebraic[28] = "dutypostr in component mean_strain_of_strongly_bound_states (dimensionless)" legend_algebraic[29] = "dSL in component normalised_active_and_passive_force (micrometre_per_millisecond)" legend_constants[61] = "SSXBpostr in component normalised_active_and_passive_force (dimensionless)" legend_constants[59] = "SSXBprer in component normalised_active_and_passive_force (dimensionless)" legend_constants[36] = "kxb in component normalised_active_and_passive_force (millinewton_per_millimetre2)" legend_constants[62] = "Fnordv in component normalised_active_and_passive_force (millinewton_micrometre_per_millimetre2)" legend_algebraic[5] = "force in component normalised_active_and_passive_force (millinewton_micrometre_per_millimetre2)" legend_algebraic[7] = "active in component normalised_active_and_passive_force (unit_normalised_force)" legend_algebraic[13] = "ppforce in component normalised_active_and_passive_force (unit_normalised_force)" legend_algebraic[9] = "ppforce_t in component normalised_active_and_passive_force (unit_normalised_force)" legend_algebraic[11] = "ppforce_c in component normalised_active_and_passive_force (unit_normalised_force)" legend_constants[63] = "preload in component normalised_active_and_passive_force (unit_normalised_force)" legend_algebraic[15] = "afterload in component normalised_active_and_passive_force (unit_normalised_force)" legend_states[10] = "intf in component normalised_active_and_passive_force (unit_normalised_force_millisecond)" legend_constants[37] = "SL_c in component normalised_active_and_passive_force (micrometre)" legend_constants[38] = "SLrest in component normalised_active_and_passive_force (micrometre)" legend_constants[39] = "SLset in component normalised_active_and_passive_force (micrometre)" legend_constants[40] = "PCon_t in component normalised_active_and_passive_force (unit_normalised_force)" legend_constants[41] = "PExp_t in component normalised_active_and_passive_force (per_micrometre)" legend_constants[42] = "PCon_c in component normalised_active_and_passive_force (unit_normalised_force)" legend_constants[43] = "PExp_c in component normalised_active_and_passive_force (per_micrometre)" legend_constants[44] = "massf in component normalised_active_and_passive_force (unit_normalised_force_millisecond2_per_micrometre)" legend_constants[45] = "visc in component normalised_active_and_passive_force (unit_normalised_force_millisecond_per_micrometre)" legend_constants[46] = "KSE in component normalised_active_and_passive_force (unit_normalised_force_per_micrometre)" legend_constants[47] = "SEon in component normalised_active_and_passive_force (dimensionless)" legend_algebraic[32] = "FrSBXB in component calculation_of_micromolar_per_millisecondes_of_Ca_for_apparent_Ca_binding (dimensionless)" legend_algebraic[33] = "dFrSBXB in component calculation_of_micromolar_per_millisecondes_of_Ca_for_apparent_Ca_binding (first_order_rate_constant)" legend_algebraic[35] = "dsovr_ze in component calculation_of_micromolar_per_millisecondes_of_Ca_for_apparent_Ca_binding (micrometre_per_millisecond)" legend_algebraic[36] = "dsovr_cle in component calculation_of_micromolar_per_millisecondes_of_Ca_for_apparent_Ca_binding (micrometre_per_millisecond)" legend_algebraic[37] = "dlen_sovr in component calculation_of_micromolar_per_millisecondes_of_Ca_for_apparent_Ca_binding (micrometre_per_millisecond)" legend_algebraic[39] = "dSOVFThick in component calculation_of_micromolar_per_millisecondes_of_Ca_for_apparent_Ca_binding (first_order_rate_constant)" legend_algebraic[38] = "dSOVFThin in component calculation_of_micromolar_per_millisecondes_of_Ca_for_apparent_Ca_binding (first_order_rate_constant)" legend_constants[48] = "kxb in component calculation_of_micromolar_per_millisecondes_of_Ca_for_apparent_Ca_binding (millinewton_per_millimetre2)" legend_algebraic[41] = "dforce in component calculation_of_micromolar_per_millisecondes_of_Ca_for_apparent_Ca_binding (millinewton_micrometre_per_millimetre2_per_millisecond)" legend_constants[49] = "Trop_conc in component calculation_of_micromolar_per_millisecondes_of_Ca_for_apparent_Ca_binding (micromolar)" legend_algebraic[34] = "TropTot in component calculation_of_micromolar_per_millisecondes_of_Ca_for_apparent_Ca_binding (micromolar)" legend_algebraic[44] = "dTropTot in component calculation_of_micromolar_per_millisecondes_of_Ca_for_apparent_Ca_binding (micromolar_per_millisecond)" legend_constants[60] = "beta in component equation_for_simulated_calcium_transient (dimensionless)" legend_constants[50] = "tau1 in component equation_for_simulated_calcium_transient (millisecond)" legend_constants[51] = "tau2 in component equation_for_simulated_calcium_transient (millisecond)" legend_constants[52] = "start_time in component equation_for_simulated_calcium_transient (millisecond)" legend_constants[53] = "Ca_amplitude in component equation_for_simulated_calcium_transient (micromolar)" legend_constants[54] = "Ca_diastolic in component equation_for_simulated_calcium_transient (micromolar)" legend_rates[1] = "d/dt TRPNCaL in component Ca_binding_to_troponin_to_thin_filament_regulation (dimensionless)" legend_rates[2] = "d/dt TRPNCaH in component Ca_binding_to_troponin_to_thin_filament_regulation (dimensionless)" legend_rates[7] = "d/dt N_NoXB in component regulation_and_crossbridge_cycling_state_equations (dimensionless)" legend_rates[8] = "d/dt P_NoXB in component regulation_and_crossbridge_cycling_state_equations (dimensionless)" legend_rates[9] = "d/dt N in component regulation_and_crossbridge_cycling_state_equations (dimensionless)" legend_rates[6] = "d/dt XBprer in component regulation_and_crossbridge_cycling_state_equations (dimensionless)" legend_rates[5] = "d/dt XBpostr in component regulation_and_crossbridge_cycling_state_equations (dimensionless)" legend_rates[4] = "d/dt xXBprer in component mean_strain_of_strongly_bound_states (micrometre)" legend_rates[3] = "d/dt xXBpostr in component mean_strain_of_strongly_bound_states (micrometre)" legend_rates[0] = "d/dt SL in component normalised_active_and_passive_force (micrometre)" legend_rates[10] = "d/dt intf in component normalised_active_and_passive_force (unit_normalised_force_millisecond)" return (legend_states, legend_algebraic, legend_voi, legend_constants) def initConsts(): constants = [0.0] * sizeConstants; states = [0.0] * sizeStates; constants[0] = 2.4 constants[1] = 1.4 constants[2] = 1.2 constants[3] = 1.65 constants[4] = 0.1 states[0] = 1.89999811516093 states[1] = 0.0147730085063734 states[2] = 0.13066096561522 constants[5] = 1.5 constants[6] = 1.3 constants[7] = 1.6 constants[8] = 1.6 constants[9] = 0.05 constants[10] = 0.25 constants[11] = 0.025 constants[12] = 0.5 constants[13] = 15 constants[14] = 0.5 constants[15] = 0.05 constants[16] = 1 constants[17] = 24 constants[18] = 0.5 constants[19] = 0.07 constants[20] = 2 constants[21] = 0.4 constants[22] = 0.07 constants[23] = 6 constants[24] = 5 constants[25] = 0 constants[26] = 8 constants[27] = 1 constants[28] = 1 constants[29] = 6.25 constants[30] = 2.5 constants[31] = 6.25 constants[32] = 6.25 constants[33] = 6.25 constants[34] = 0.007 states[3] = 0.00700005394873882 states[4] = 3.41212828972468e-8 states[5] = 1.81017564383744e-6 states[6] = 3.0494964880038e-7 states[7] = 0.999999959256274 states[8] = 4.07437173988636e-8 states[9] = 0.999997834540066 constants[35] = 2 constants[36] = 120 states[10] = -4.5113452510363e-6 constants[37] = 2.25 constants[38] = 1.85 constants[39] = 1.9 constants[40] = 0.002 constants[41] = 10 constants[42] = 0.02 constants[43] = 70 constants[44] = 50 constants[45] = 3 constants[46] = 1 constants[47] = 1 constants[48] = 120 constants[49] = 70 constants[50] = 20 constants[51] = 110 constants[52] = 5 constants[53] = 1.45 constants[54] = 0.09 constants[55] = constants[9]*(power(constants[5], (constants[17]-37.0000)/10.0000)) constants[56] = constants[10]*constants[16]*(power(constants[6], (constants[17]-37.0000)/10.0000)) constants[57] = constants[11]*constants[16]*(power(constants[6], (constants[17]-37.0000)/10.0000)) constants[58] = constants[18]*constants[28]*(power(constants[29], (constants[17]-37.0000)/10.0000)) constants[59] = (constants[21]*constants[18]+constants[22]*constants[18])/(constants[18]*constants[20]+constants[22]*constants[20]+constants[22]*constants[19]+constants[21]*constants[18]+constants[21]*constants[19]+constants[22]*constants[18]) constants[60] = power(constants[50]/constants[51], -1.00000/(constants[50]/constants[51]-1.00000))-power(constants[50]/constants[51], -1.00000/(1.00000-constants[51]/constants[50])) constants[61] = (constants[18]*constants[20])/(constants[18]*constants[20]+constants[22]*constants[20]+constants[22]*constants[19]+constants[21]*constants[18]+constants[21]*constants[19]+constants[22]*constants[18]) constants[62] = constants[36]*constants[34]*constants[61] constants[63] = (fabs(constants[39]-constants[38])/(constants[39]-constants[38]))*constants[40]*(exp(constants[41]*fabs(constants[39]-constants[38]))-1.00000) return (states, constants) def computeRates(voi, states, constants): rates = [0.0] * sizeStates; algebraic = [0.0] * sizeAlgebraic algebraic[0] = custom_piecewise([less(constants[3]/2.00000 , states[0]/2.00000), constants[3]/2.00000 , True, states[0]/2.00000]) algebraic[1] = custom_piecewise([greater(states[0]/2.00000-(states[0]-constants[2]) , constants[4]/2.00000), states[0]/2.00000-(states[0]-constants[2]) , True, constants[4]/2.00000]) algebraic[2] = algebraic[0]-algebraic[1] algebraic[4] = algebraic[2]/constants[2] algebraic[6] = (1.00000-algebraic[4])*states[1]+algebraic[4]*states[2] algebraic[8] = power(fabs(1.00000/(1.00000+power(constants[12]/algebraic[6], constants[13]))), 1.0/2) algebraic[10] = constants[14]*algebraic[8]*(power(constants[7], (constants[17]-37.0000)/10.0000)) algebraic[12] = custom_piecewise([less(1.00000/algebraic[8] , 100.000), 1.00000/algebraic[8] , True, 100.000]) algebraic[14] = constants[15]*algebraic[12]*(power(constants[8], (constants[17]-37.0000)/10.0000)) rates[7] = algebraic[14]*states[8]-algebraic[10]*states[7] rates[8] = algebraic[10]*states[7]-algebraic[14]*states[8] algebraic[3] = (algebraic[2]*2.00000)/(constants[3]-constants[4]) algebraic[5] = constants[36]*algebraic[3]*(states[3]*states[5]+states[4]*states[6]) algebraic[7] = (1.00000*algebraic[5])/constants[62] algebraic[9] = ((states[0]-constants[38])/fabs(states[0]-constants[38]))*constants[40]*(exp(constants[41]*fabs(states[0]-constants[38]))-1.00000) algebraic[11] = custom_piecewise([greater(states[0] , constants[37]), constants[42]*(exp(constants[43]*fabs(states[0]-constants[37]))-1.00000) , True, 0.00000]) algebraic[13] = algebraic[9]+algebraic[11] algebraic[15] = custom_piecewise([equal(constants[47] , 1.00000), constants[46]*(constants[39]-states[0]) , True, 0.00000]) rates[10] = (constants[63]+algebraic[15])-(algebraic[13]+algebraic[7]) algebraic[18] = exp((-states[4]/fabs(states[4]))*constants[24]*(power(states[4]/constants[34], 2.00000))) algebraic[20] = constants[20]*algebraic[18]*constants[28]*(power(constants[31], (constants[17]-37.0000)/10.0000)) algebraic[19] = exp(((states[3]-constants[34])/fabs(states[3]-constants[34]))*constants[25]*(power((states[3]-constants[34])/constants[34], 2.00000))) algebraic[21] = constants[21]*algebraic[19]*constants[28]*(power(constants[32], (constants[17]-37.0000)/10.0000)) algebraic[22] = custom_piecewise([less(states[3] , constants[34]), exp(constants[26]*(power((constants[34]-states[3])/constants[34], 2.00000))) , True, exp(constants[27]*(power((states[3]-constants[34])/constants[34], 2.00000)))]) algebraic[23] = constants[22]*algebraic[22]*constants[28]*(power(constants[33], (constants[17]-37.0000)/10.0000)) algebraic[24] = algebraic[20]*states[6]-(algebraic[21]*states[5]+algebraic[23]*states[5]) rates[5] = algebraic[24] algebraic[25] = ((1.00000-states[9])-states[6])-states[5] rates[9] = algebraic[14]*algebraic[25]-algebraic[10]*states[9] algebraic[16] = 1.00000+(1.00000-algebraic[3])*constants[23] algebraic[17] = constants[19]*algebraic[16]*constants[28]*(power(constants[30], (constants[17]-37.0000)/10.0000)) algebraic[26] = (constants[58]*algebraic[25]+algebraic[21]*states[5])-(algebraic[17]*states[6]+algebraic[20]*states[6]) rates[6] = algebraic[26] algebraic[29] = custom_piecewise([less_equal(states[0] , constants[0]) & greater(states[0] , constants[1]), (states[10]+(constants[39]-states[0])*constants[45])/constants[44] , True, 0.00000]) rates[0] = algebraic[29] algebraic[27] = (algebraic[21]*constants[58]+algebraic[23]*constants[58])/(constants[58]*algebraic[20]+algebraic[23]*algebraic[20]+algebraic[23]*algebraic[17]+algebraic[21]*constants[58]+algebraic[21]*algebraic[17]+algebraic[23]*constants[58]) algebraic[30] = algebraic[29]/2.00000+(constants[35]/algebraic[27])*(constants[58]*-states[4]+algebraic[21]*(states[3]-(constants[34]+states[4]))) rates[4] = algebraic[30] algebraic[28] = (constants[58]*algebraic[20])/(constants[58]*algebraic[20]+algebraic[23]*algebraic[20]+algebraic[23]*algebraic[17]+algebraic[21]*constants[58]+algebraic[21]*algebraic[17]+algebraic[23]*constants[58]) algebraic[31] = algebraic[29]/2.00000+(constants[35]/algebraic[28])*algebraic[20]*((states[4]+constants[34])-states[3]) rates[3] = algebraic[31] algebraic[40] = custom_piecewise([greater(voi , constants[52]), ((constants[53]-constants[54])/constants[60])*(exp(-(voi-constants[52])/constants[50])-exp(-(voi-constants[52])/constants[51]))+constants[54] , True, constants[54]]) algebraic[42] = constants[55]*algebraic[40]*(1.00000-states[1])-constants[56]*states[1] rates[1] = algebraic[42] algebraic[43] = constants[55]*algebraic[40]*(1.00000-states[2])-constants[57]*states[2] rates[2] = algebraic[43] return(rates) def computeAlgebraic(constants, states, voi): algebraic = array([[0.0] * len(voi)] * sizeAlgebraic) states = array(states) voi = array(voi) algebraic[0] = custom_piecewise([less(constants[3]/2.00000 , states[0]/2.00000), constants[3]/2.00000 , True, states[0]/2.00000]) algebraic[1] = custom_piecewise([greater(states[0]/2.00000-(states[0]-constants[2]) , constants[4]/2.00000), states[0]/2.00000-(states[0]-constants[2]) , True, constants[4]/2.00000]) algebraic[2] = algebraic[0]-algebraic[1] algebraic[4] = algebraic[2]/constants[2] algebraic[6] = (1.00000-algebraic[4])*states[1]+algebraic[4]*states[2] algebraic[8] = power(fabs(1.00000/(1.00000+power(constants[12]/algebraic[6], constants[13]))), 1.0/2) algebraic[10] = constants[14]*algebraic[8]*(power(constants[7], (constants[17]-37.0000)/10.0000)) algebraic[12] = custom_piecewise([less(1.00000/algebraic[8] , 100.000), 1.00000/algebraic[8] , True, 100.000]) algebraic[14] = constants[15]*algebraic[12]*(power(constants[8], (constants[17]-37.0000)/10.0000)) algebraic[3] = (algebraic[2]*2.00000)/(constants[3]-constants[4]) algebraic[5] = constants[36]*algebraic[3]*(states[3]*states[5]+states[4]*states[6]) algebraic[7] = (1.00000*algebraic[5])/constants[62] algebraic[9] = ((states[0]-constants[38])/fabs(states[0]-constants[38]))*constants[40]*(exp(constants[41]*fabs(states[0]-constants[38]))-1.00000) algebraic[11] = custom_piecewise([greater(states[0] , constants[37]), constants[42]*(exp(constants[43]*fabs(states[0]-constants[37]))-1.00000) , True, 0.00000]) algebraic[13] = algebraic[9]+algebraic[11] algebraic[15] = custom_piecewise([equal(constants[47] , 1.00000), constants[46]*(constants[39]-states[0]) , True, 0.00000]) algebraic[18] = exp((-states[4]/fabs(states[4]))*constants[24]*(power(states[4]/constants[34], 2.00000))) algebraic[20] = constants[20]*algebraic[18]*constants[28]*(power(constants[31], (constants[17]-37.0000)/10.0000)) algebraic[19] = exp(((states[3]-constants[34])/fabs(states[3]-constants[34]))*constants[25]*(power((states[3]-constants[34])/constants[34], 2.00000))) algebraic[21] = constants[21]*algebraic[19]*constants[28]*(power(constants[32], (constants[17]-37.0000)/10.0000)) algebraic[22] = custom_piecewise([less(states[3] , constants[34]), exp(constants[26]*(power((constants[34]-states[3])/constants[34], 2.00000))) , True, exp(constants[27]*(power((states[3]-constants[34])/constants[34], 2.00000)))]) algebraic[23] = constants[22]*algebraic[22]*constants[28]*(power(constants[33], (constants[17]-37.0000)/10.0000)) algebraic[24] = algebraic[20]*states[6]-(algebraic[21]*states[5]+algebraic[23]*states[5]) algebraic[25] = ((1.00000-states[9])-states[6])-states[5] algebraic[16] = 1.00000+(1.00000-algebraic[3])*constants[23] algebraic[17] = constants[19]*algebraic[16]*constants[28]*(power(constants[30], (constants[17]-37.0000)/10.0000)) algebraic[26] = (constants[58]*algebraic[25]+algebraic[21]*states[5])-(algebraic[17]*states[6]+algebraic[20]*states[6]) algebraic[29] = custom_piecewise([less_equal(states[0] , constants[0]) & greater(states[0] , constants[1]), (states[10]+(constants[39]-states[0])*constants[45])/constants[44] , True, 0.00000]) algebraic[27] = (algebraic[21]*constants[58]+algebraic[23]*constants[58])/(constants[58]*algebraic[20]+algebraic[23]*algebraic[20]+algebraic[23]*algebraic[17]+algebraic[21]*constants[58]+algebraic[21]*algebraic[17]+algebraic[23]*constants[58]) algebraic[30] = algebraic[29]/2.00000+(constants[35]/algebraic[27])*(constants[58]*-states[4]+algebraic[21]*(states[3]-(constants[34]+states[4]))) algebraic[28] = (constants[58]*algebraic[20])/(constants[58]*algebraic[20]+algebraic[23]*algebraic[20]+algebraic[23]*algebraic[17]+algebraic[21]*constants[58]+algebraic[21]*algebraic[17]+algebraic[23]*constants[58]) algebraic[31] = algebraic[29]/2.00000+(constants[35]/algebraic[28])*algebraic[20]*((states[4]+constants[34])-states[3]) algebraic[40] = custom_piecewise([greater(voi , constants[52]), ((constants[53]-constants[54])/constants[60])*(exp(-(voi-constants[52])/constants[50])-exp(-(voi-constants[52])/constants[51]))+constants[54] , True, constants[54]]) algebraic[42] = constants[55]*algebraic[40]*(1.00000-states[1])-constants[56]*states[1] algebraic[43] = constants[55]*algebraic[40]*(1.00000-states[2])-constants[57]*states[2] algebraic[32] = (states[5]+states[6])/(constants[61]+constants[59]) algebraic[33] = (algebraic[24]+algebraic[26])/(constants[61]+constants[59]) algebraic[34] = constants[49]*((1.00000-algebraic[4])*states[1]+algebraic[4]*(algebraic[32]*states[2]+(1.00000-algebraic[32])*states[1])) algebraic[35] = custom_piecewise([less(states[0] , constants[3]), -0.500000*algebraic[29] , True, 0.00000]) algebraic[36] = custom_piecewise([greater(2.00000*constants[2]-states[0] , constants[4]), -0.500000*algebraic[29] , True, 0.00000]) algebraic[37] = algebraic[35]-algebraic[36] algebraic[38] = algebraic[37]/constants[2] algebraic[39] = (2.00000*algebraic[37])/(constants[3]-constants[4]) algebraic[41] = constants[48]*algebraic[39]*(states[3]*states[5]+states[4]*states[6])+constants[48]*algebraic[3]*(algebraic[31]*states[5]+states[3]*algebraic[24]+algebraic[30]*states[6]+states[4]*algebraic[26]) algebraic[44] = constants[49]*(-algebraic[38]*states[1]+(1.00000-algebraic[4])*algebraic[42]+algebraic[38]*(algebraic[32]*states[2]+(1.00000-algebraic[32])*states[1])+algebraic[4]*((algebraic[33]*states[2]+algebraic[32]*algebraic[43]+(1.00000-algebraic[32])*algebraic[42])-algebraic[33]*states[1])) return algebraic def custom_piecewise(cases): """Compute result of a piecewise function""" return select(cases[0::2],cases[1::2]) def solve_model(): """Solve model with ODE solver""" from scipy.integrate import ode # Initialise constants and state variables (init_states, constants) = initConsts() # Set timespan to solve over voi = linspace(0, 10, 500) # Construct ODE object to solve r = ode(computeRates) r.set_integrator('vode', method='bdf', atol=1e-06, rtol=1e-06, max_step=1) r.set_initial_value(init_states, voi[0]) r.set_f_params(constants) # Solve model states = array([[0.0] * len(voi)] * sizeStates) states[:,0] = init_states for (i,t) in enumerate(voi[1:]): if r.successful(): r.integrate(t) states[:,i+1] = r.y else: break # Compute algebraic variables algebraic = computeAlgebraic(constants, states, voi) return (voi, states, algebraic) def plot_model(voi, states, algebraic): """Plot variables against variable of integration""" import pylab (legend_states, legend_algebraic, legend_voi, legend_constants) = createLegends() pylab.figure(1) pylab.plot(voi,vstack((states,algebraic)).T) pylab.xlabel(legend_voi) pylab.legend(legend_states + legend_algebraic, loc='best') pylab.show() if __name__ == "__main__": (voi, states, algebraic) = solve_model() plot_model(voi, states, algebraic)