Update 13_02

models/cDiazepam_parameters1.json

@@ -1,8 +1,8 @@
 {
      "parameters":{
         "commentsInput":"X",
-        "_venousInput":{"value":0.3e6,"commentUnit":"sameUnitAsVolumes"},
-        "venousInput":{"function":"venousInput"},
+        "venousInput":{"value":0.3e6,"commentUnit":"sameUnitAsVolumes"},
+        "_venousInput":{"function":"venousInput"},
         "inputA":{"value":0.01,"commentUnit":"sameAsVolumes"},
         "inputTau":{"value":1,"commentUnit":"sameAsTimeUnit"},
         "commentPC":"X",

pythonScripts/Parametri.ipynb

@@ -0,0 +1,430 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "import ivp\n",
+    "import solveMatrix\n",
+    "import os\n",
+    "import  cModel\n",
+    "import sys\n",
+    "import json\n",
+    "from contextlib import contextmanager\n",
+    "import numpy as np\n",
+    "import time\n",
+    "import scipy.interpolate\n",
+    "import shutil\n",
+    "import importlib\n",
+    "from scipy.optimize import least_squares\n",
+    "importlib.reload(solveMatrix)\n",
+    "\n",
+    "import runSolver\n",
+    "importlib.reload(runSolver)\n",
+    "\n",
+    "def updateSetup(job):\n",
+    "    setupFileSrc = job['setupFile']\n",
+    "    setupFile = os.path.join(job['jobDir'], 'setupInput.json')\n",
+    "    with open(setupFileSrc, 'r') as f:\n",
+    "        setup = json.load(f)\n",
+    "    try:\n",
+    "        setup.update(job['setupUpdates'])\n",
+    "    except KeyError:\n",
+    "        pass\n",
+    "    with open(setupFile, 'w+') as f:\n",
+    "        f.write(json.dumps(setup))\n",
+    "    return setupFile\n",
+    "\n",
+    "\n",
+    "def generate_noisy_data(full_sol, noise_std=20.5):\n",
+    "    full_sol = np.asarray(full_sol)  # Ensure input is a NumPy array\n",
+    "    random_state = np.random.RandomState(seed=None)\n",
+    "    \n",
+    "    # Create highly volatile noise\n",
+    "    noise = random_state.normal(loc=0, scale=noise_std, size=full_sol.shape) ** 2  # Squared to amplify large deviations\n",
+    "    noise2 = np.random.laplace(loc=0, scale=noise_std * 10, size=full_sol.shape)  # Increased scale for even more extreme spikes\n",
+    "    \n",
+    "    # Introduce highly chaotic scaling factors\n",
+    "    random_scaling = random_state.uniform(-200, 400, size=full_sol.shape)  # Further extended range for more variation\n",
+    "    random_exponent = random_state.uniform(4, 12, size=full_sol.shape)  # Increased exponentiation for more instability\n",
+    "    \n",
+    "    # Apply extreme, chaotic transformations\n",
+    "    noisy_data = np.zeros_like(full_sol)\n",
+    "    for i in range(len(full_sol)):\n",
+    "        perturbation = random_scaling[i] * (abs(noise[i]) ** random_exponent[i]) - noise2[i] * np.sin(full_sol[i])\n",
+    "        noisy_data[i] = (1 + np.tanh(perturbation)) * full_sol[i] * np.cosh(noise[i])\n",
+    "        \n",
+    "        # Introduce frequent large perturbations to increase instability\n",
+    "        if random_state.rand() < 0.75:  # 30% chance of a drastic shift\n",
+    "            noisy_data[i] *= random_state.uniform(2, 5)\n",
+    "    \n",
+    "    return noisy_data\n",
+    "\n",
+    "\n",
+    "def calculate_residuals(full_sol, noisy_data):\n",
+    "      \"\"\"\n",
+    "      Calculates residuals based on the solution and noisy data.\n",
+    "      \"\"\"\n",
+    "      residuals = np.ravel((noisy_data - full_sol))\n",
+    "      #print(residuals)\n",
+    "      return residuals\n",
+    "\n",
+    "\n",
+    "# Updated cost function\n",
+    "def cost_function(params,parnames,noisy_data,model,startPoint,setup,jobDir):\n",
+    "    \"\"\"\n",
+    "         Cost function that calculates residuals based on the model.\n",
+    "         \"\"\"     \n",
+    "    #print(params)\n",
+    "    model.setValues(parnames,params)\n",
+    "    clean_dir(jobDir)\n",
+    "    t,sol,se,qt,sOut,full_t,full_sol=runSolver.solve(model,setup,startPoint,jobDir)\n",
+    "    residuals = calculate_residuals(np.array(full_sol), noisy_data)\n",
+    "    return residuals\n",
+    "\n",
+    "\n",
+    "def create_name_value_dict(original_dict):\n",
+    "        return {\n",
+    "            val['name']: val['value']\n",
+    "            for key, val in original_dict.items()\n",
+    "            if isinstance(val, dict) and 'name' in val and 'value' in val\n",
+    "        }\n",
+    "    \n",
+    "    # Create parameter dictionary\n",
+    "def clean_dir(jobDir):\n",
+    "      \n",
+    "    shutil.rmtree(jobDir)\n",
+    "    os.mkdir(jobDir)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "#PRENOS ZAČETNIH PODATKOV \n",
+    "##############################################################################################################################################\n",
+    "\n",
+    "fh = os.path.expanduser(\"~\")\n",
+    "jobDir = os.path.join(fh, 'Documents', 'Sola', 'IJS', 'PBPK_ociscen',\"rezultati\")\n",
+    "setup_file = os.path.join(fh, 'Documents', 'Sola', 'IJS', 'PBPK_ociscen', 'setup', 'setupMinute.json')\n",
+    "model_file = os.path.join(fh, 'Documents', 'Sola', 'IJS', 'PBPK_ociscen', 'models', 'cDiazepam.json')\n",
+    "parameter_file1 = os.path.join(fh, 'Documents', 'Sola', 'IJS', 'PBPK_ociscen', 'models', 'cDiazepam_parameters.json')\n",
+    "\n",
+    "\n",
+    "# Prvi model s prvim parameter file\n",
+    "model1 = cModel.model()\n",
+    "model1.parse(model_file, parameter_file1)\n",
+    "setup1 = runSolver.parseSetup(setup_file)\n",
+    "name_value_dict1 = create_name_value_dict(model1.parSetup['parameters'])\n",
+    "\n",
+    "\n",
+    "# Lahko zdaj uporabiš name_value_dict1 in name_value_dict2 ločeno\n",
+    "\n",
+    "\n",
+    " # Excluded parameters\n",
+    "excluded_params1 = {'venousInput',\"heartPC\",\"kidneyPC\",\"remainderPC\",\"skinPC\",\"splanchnicPC\",\"stomachPC\",\"testesPC\",\"one\",\"venousVolume\",\"heartVolume\",\"brainVolume\",\"adiposeVolume\",\"remainderFlow\"}\n",
+    "\n",
+    "    # Create initial guesses without excluded parameters\n",
+    "initial_guesses = np.array(\n",
+    "        [val for par, val in name_value_dict1.items() if par not in excluded_params1],\n",
+    "        dtype=np.float64\n",
+    "    )\n",
+    "\n",
+    "    # Create list of parameter names without excluded\n",
+    "param_names = [par for par in name_value_dict1.keys() if par not in excluded_params1]\n",
+    "initial_pars = np.array([x for x in initial_guesses])\n",
+    "#initial_pars[3]*=1.1\n",
+    "clean_dir(jobDir)\n",
+    "#print(\"kolicnik\")\n",
+    "#print(initial_guesses/initial_pars)\n",
+    "#print(param_names)\n",
+    "\n",
+    "\n",
+    "\n",
+    "# TO NAREDI REŠITVE Z ZAČETNIMI PARAMETRI\n",
+    "start_point= runSolver.findStartPoint(\"NONE\",setup1)\n",
+    "model1.setValues(param_names,initial_pars)\n",
+    "t,sol,se,qt,sOut,full_t,full_sol = runSolver.solve(model1,setup1,start_point,jobDir)\n",
+    "clean_dir(jobDir)\n",
+    "\n",
+    "\n",
+    "# Step 4: Create a new dictionary for the optimized parameters\n",
+    "# Map the optimized parameters back to the correct order in the original parameter dictionary\n",
+    "optimized_params_dict1 = {par: initial_guesses[i] for i, par in enumerate(param_names)}\n",
+    "\n",
+    "# Step 5: Include the excluded parameters with their original values\n",
+    "for par in excluded_params1:\n",
+    "    optimized_params_dict1[par] = name_value_dict1[par]\n",
+    "\n",
+    "# Step 6: Ensure that everything stays in order in the final dictionary\n",
+    "# This will maintain the order of parameters as they appear in the original `name_value_dict2`\n",
+    "final_dict1 = {par: optimized_params_dict1.get(par, name_value_dict1[par]) for par in name_value_dict1}\n",
+    "\n",
+    "\n",
+    "#################################################################################################################333\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "# Z DRUGIMI PARAMETRI\n",
+    "##########################################################################################################################\n",
+    "\n",
+    "# Drugi model z drugim parameter file\n",
+    "parameter_file2 = os.path.join(fh, 'Documents', 'Sola', 'IJS', 'PBPK_ociscen', 'models', 'cDiazepam_parameters1.json')\n",
+    "model2 = cModel.model()\n",
+    "model2.parse(model_file, parameter_file2)\n",
+    "setup2 = runSolver.parseSetup(setup_file)\n",
+    "name_value_dict2 = create_name_value_dict(model2.parSetup['parameters'])\n",
+    "\n",
+    " # Excluded parameters\n",
+    "excluded_params = {'venousInput',\"heartPC\",\"kidneyPC\",\"remainderPC\",\"skinPC\",\"splanchnicPC\",\"stomachPC\",\"testesPC\",\"one\",\"venousVolume\",\"heartVolume\",\"brainVolume\",\"adiposeVolume\",\"remainderFlow\"}\n",
+    "\n",
+    "\n",
+    "# Step 1: Filter out excluded parameters for initial guesses\n",
+    "initial_guesses2 = np.array(\n",
+    "    [val for par, val in name_value_dict2.items() if par not in excluded_params],\n",
+    "    dtype=np.float64\n",
+    ")\n",
+    "\n",
+    "param_names2 = [par for par in name_value_dict2.keys() if par not in excluded_params]\n",
+    "\n",
+    "\n",
+    "# Step 4: Create a new dictionary for the optimized parameters\n",
+    "# Map the optimized parameters back to the correct order in the original parameter dictionary\n",
+    "optimized_params_dict22 = {par: initial_guesses2[i] for i, par in enumerate(param_names2)}\n",
+    "\n",
+    "# Step 5: Include the excluded parameters with their original values\n",
+    "for par in excluded_params1:\n",
+    "    optimized_params_dict22[par] = name_value_dict2[par]\n",
+    "\n",
+    "# Step 6: Ensure that everything stays in order in the final dictionary\n",
+    "# This will maintain the order of parameters as they appear in the original `name_value_dict2`\n",
+    "final_dict22 = {par: optimized_params_dict22.get(par, name_value_dict1[par]) for par in name_value_dict2}\n",
+    "\n",
+    "# Step 2: Run optimization\n",
+    "result = least_squares(\n",
+    "    cost_function, initial_guesses2,\n",
+    "    args=(param_names2, full_sol, model2, start_point, setup2, jobDir)\n",
+    ")\n",
+    "\n",
+    "# Step 3: Retrieve optimized parameters\n",
+    "optimized_params2 = result.x\n",
+    "\n",
+    "# Step 4: Create a new dictionary for the optimized parameters\n",
+    "# Map the optimized parameters back to the correct order in the original parameter dictionary\n",
+    "optimized_params_dict2 = {par: optimized_params2[i] for i, par in enumerate(param_names2)}\n",
+    "\n",
+    "# Step 5: Include the excluded parameters with their original values\n",
+    "for par in excluded_params:\n",
+    "    optimized_params_dict2[par] = name_value_dict2[par]\n",
+    "\n",
+    "# Step 6: Ensure that everything stays in order in the final dictionary\n",
+    "# This will maintain the order of parameters as they appear in the original `name_value_dict2`\n",
+    "final_optimized_dict = {par: optimized_params_dict2.get(par, name_value_dict2[par]) for par in name_value_dict2}\n",
+    "\n",
+    "# Now, final_optimized_dict contains the optimized values in the same order as in `name_value_dict2`\n",
+    "print(name_value_dict2)\n",
+    "print(final_optimized_dict)\n",
+    "\n",
+    "vrednosti3 = np.array(\n",
+    "        [val for par, val in final_optimized_dict.items()],\n",
+    "        dtype=np.float64\n",
+    "    )\n",
+    "\n",
+    "param_names3 = [par for par in final_optimized_dict.keys()]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "#model2.setValues(param_names3,vrednosti3)\n",
+    "#################################################################################################################################\n",
+    "# PREVRBA ČE SO 3 različne rešitve\n",
+    "clean_dir(jobDir)\n",
+    "t,sol,se,qt,sOut,full_t,full_sol1 = runSolver.solve(model1,setup1,start_point,jobDir)\n",
+    "clean_dir(jobDir)\n",
+    "t,sol,se,qt,sOut,full_t,full_sol2 = runSolver.solve(model2,setup2,start_point,jobDir)\n",
+    "\n",
+    "\n",
+    "model2.setValues(param_names3,vrednosti3)\n",
+    "clean_dir(jobDir)\n",
+    "t,sol,se,qt,sOut,full_t,full_sol3 = runSolver.solve(model2,setup2,start_point,jobDir)\n",
+    "\n",
+    "\n",
+    "print(np.array(full_sol2)/np.array(full_sol1))\n",
+    "print(np.array(full_sol3)/np.array(full_sol1))\n",
+    "print(np.array(full_sol3)/np.array(full_sol2))\n",
+    "\n",
+    "\n",
+    "print(initial_guesses2/initial_guesses)\n",
+    "print(optimized_params2/initial_guesses2)\n",
+    "print(optimized_params2/initial_guesses)\n",
+    "##################################################################################################################################\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "# SHRANIMO REŠITVE ZA PARAMETRE\n",
+    "\n",
+    "\n",
+    "def create_or_clean_dir(directory):\n",
+    "    \"\"\"Create the directory if it doesn't exist, otherwise clean it.\"\"\"\n",
+    "    if os.path.exists(directory):\n",
+    "        shutil.rmtree(directory)  # Remove the existing directory and its contents\n",
+    "    os.makedirs(directory)  # Create a fresh directory\n",
+    "\n",
+    "def save_parameters(file_path, data):\n",
+    "    \"\"\"Save dictionary data to a JSON file.\"\"\"\n",
+    "    with open(file_path, 'w') as f:\n",
+    "        json.dump(data, f, indent=4)\n",
+    "    return file_path  # Return the path for immediate use\n",
+    "\n",
+    "# Define unique subdirectories\n",
+    "jobDir1 = os.path.join(jobDir, \"run1\")\n",
+    "jobDir2 = os.path.join(jobDir, \"run2\")\n",
+    "jobDir3 = os.path.join(jobDir, \"run3\")\n",
+    "\n",
+    "# Ensure directories exist and are clean\n",
+    "create_or_clean_dir(jobDir1)\n",
+    "create_or_clean_dir(jobDir2)\n",
+    "create_or_clean_dir(jobDir3)\n",
+    "\n",
+    "# Solve and save results in respective directories\n",
+    "t, sol, se, qt, sOut, full_t, full_sol1 = runSolver.solve(model1, setup1, start_point, jobDir1)\n",
+    "save_parameters(os.path.join(jobDir1, \"parameters.json\"), final_dict1)\n",
+    "\n",
+    "t, sol, se, qt, sOut, full_t, full_sol2 = runSolver.solve(model2, setup2, start_point, jobDir2)\n",
+    "save_parameters(os.path.join(jobDir2, \"parameters.json\"), final_dict22)\n",
+    "\n",
+    "model2.setValues(param_names3, vrednosti3)\n",
+    "t, sol, se, qt, sOut, full_t, full_sol3 = runSolver.solve(model2, setup2, start_point, jobDir3)\n",
+    "\n",
+    "# Save parameters and immediately store the path for further use\n",
+    "param_file3 = save_parameters(os.path.join(jobDir3, \"parameters.json\"), final_optimized_dict)\n",
+    "\n",
+    "# Now you can directly use param_file3 in further processing\n",
+    "print(f\"Parameters for run3 saved at: {param_file3}\")\n",
+    "\n",
+    "\n",
+    "########################################################################################################################\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "#ZGRADIMO 3 MODEL (da bo lažje pol risat)\n",
+    "##############################################################################################################################################\n",
+    "# param_file3 already contains the full path to \"parameters.json\"\n",
+    "directory = os.path.dirname(param_file3)\n",
+    "print(directory)\n",
+    "model3 = cModel.model()\n",
+    "parameter_file3 = os.path.join(directory)  # Use it as a path\n",
+    "model3.parse(model_file, parameter_file3)\n",
+    "# Load the model using the saved parameter file\n",
+    "\n",
+    "#model3.parse(model_file, parameter_file3)  # Use param_file3 here\n",
+    "# Parse the setup\n",
+    "setup3 = runSolver.parseSetup(setup_file)\n",
+    "# Create the name-value dictionary\n",
+    "name_value_dict3 = create_name_value_dict(model3.parSetup['parameters'])\n",
+    "\n",
+    "########################################################################################################3333\n",
+    "\n",
+    "runSolver.main([setup_file,model3,parameter_file3,jobDir])\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "#RISANJE\n",
+    "########################################################################################################################\n",
+    "\n",
+    "job_configs = {\n",
+    "    'cDiazepam_IVP': {\n",
+    "        'jobDir': os.path.join(fh, 'Documents', 'Sola', 'IJS', 'PBPK_ociscen', 'rezultati','run1')\n",
+    "    },\n",
+    "    'cDiazepam1_IVP': {\n",
+    "        'jobDir': os.path.join(fh, 'Documents', 'Sola', 'IJS', 'PBPK_ociscen', 'rezultati','run2')\n",
+    "    },\n",
+    "    'cDiazepamF_IVP': {\n",
+    "        'jobDir': os.path.join(fh, 'Documents', 'Sola', 'IJS', 'PBPK_ociscen', 'rezultati','run3')\n",
+    "    }\n",
+    "}\n",
+    "\n",
+    "\n",
+    "\n",
+    "def mergeSolutions(seq):\n",
+    "    \"\"\"\n",
+    "    Merge multiple solution dictionaries into a single dictionary.\n",
+    "    \"\"\"\n",
+    "    out = {}\n",
+    "    for v in ['t', 'sol', 'se', 'qt', 'sOut']:  # Merge arrays from each solution\n",
+    "        out[v] = np.concatenate([x[v] for x in seq])\n",
+    "    for v in ['lut', 'lutSE', 'setup', 'model', 'parameters', 'qt', 'sOut']:  # Use data from the last solution for these keys\n",
+    "        out[v] = seq[-1][v]\n",
+    "    return out  # Return the merged dictionary\n",
+    "\n",
+    "\n"
+   ]
+  }
+ ],
+ "metadata": {
+  "language_info": {
+   "name": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

pythonScripts/uporablja_run_solver.py → pythonScripts/Update_parameters.py

@@ -13,7 +13,7 @@ import importlib
 from scipy.optimize import least_squares
 importlib.reload(solveMatrix)
 
-import runSolver as runSolver
+import runSolver
 importlib.reload(runSolver)
 
 def updateSetup(job):
@@ -253,9 +253,7 @@ print(optimized_params2/initial_guesses)
 
 
 # SHRANIMO REŠITVE ZA PARAMETRE
-import os
-import json
-import shutil
+
 
 def create_or_clean_dir(directory):
     """Create the directory if it doesn't exist, otherwise clean it."""
@@ -312,8 +310,9 @@ print(f"Parameters for run3 saved at: {param_file3}")
 ##############################################################################################################################################
 # param_file3 already contains the full path to "parameters.json"
 directory = os.path.dirname(param_file3)
+print(directory)
 model3 = cModel.model()
-parameter_file3 = os.path.join(directory,"parameters.json")  # Use it as a path
+parameter_file3 = os.path.join(directory)  # Use it as a path
 model3.parse(model_file, parameter_file3)
 # Load the model using the saved parameter file
 

rezultati/qt_step000.txt

@@ -0,0 +1,201 @@
+0.000000000000000000e+00
+5.000000000000000104e-03
+1.000000000000000021e-02
+1.499999999999999944e-02
+2.000000000000000042e-02
+2.500000000000000139e-02
+2.999999999999999889e-02
+3.500000000000000333e-02
+4.000000000000000083e-02
+4.499999999999999833e-02
+5.000000000000000278e-02
+5.500000000000000028e-02
+5.999999999999999778e-02
+6.500000000000000222e-02
+7.000000000000000666e-02
+7.499999999999999722e-02
+8.000000000000000167e-02
+8.500000000000000611e-02
+8.999999999999999667e-02
+9.500000000000000111e-02
+1.000000000000000056e-01
+1.049999999999999961e-01
+1.100000000000000006e-01
+1.150000000000000050e-01
+1.199999999999999956e-01
+1.250000000000000000e-01
+1.300000000000000044e-01
+1.350000000000000089e-01
+1.400000000000000133e-01
+1.449999999999999900e-01
+1.499999999999999944e-01
+1.549999999999999989e-01
+1.600000000000000033e-01
+1.650000000000000078e-01
+1.700000000000000122e-01
+1.750000000000000167e-01
+1.799999999999999933e-01
+1.849999999999999978e-01
+1.900000000000000022e-01
+1.950000000000000067e-01
+2.000000000000000111e-01
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rezultati/run1/parameters.json

@@ -0,0 +1,43 @@
+{
+    "venousInput": 0.01,
+    "adiposePC": 23.1,
+    "brainPC": 2.2,
+    "heartPC": 4.3,
+    "kidneyPC": 5.2,
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+    "splanchnicPC": 4.3,
+    "stomachPC": 4.5,
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+    "adiposeFlow": 2.55,
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+    "heartFlow": 4.2,
+    "kidneyFlow": 16.61,
+    "liverInFlow": 3.55,
+    "totalFlow": 80.0,
+    "muscleFlow": 16.25,
+    "skinFlow": 7.1,
+    "splanchnicFlow": 20.25,
+    "stomachFlow": 1.9,
+    "testesFlow": 1.9,
+    "remainderFlow": 4.91,
+    "adiposeVolume": 10,
+    "brainVolume": 1.2,
+    "heartVolume": 1,
+    "kidneyVolume": 2.0,
+    "liverVolume": 11.0,
+    "lungVolume": 1.2,
+    "muscleVolume": 125.0,
+    "skinVolume": 43.8,
+    "splanchnicVolume": 15.0,
+    "stomachVolume": 1.1,
+    "testesVolume": 2.5,
+    "remainderVolume": 15.8,
+    "venousVolume": 13.6,
+    "arterialVolume": 6.8,
+    "k1": 0.0105,
+    "one": 1
+}

rezultati/run1/qt_step000.txt

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rezultati/run1/sOut_step000.txt

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+#Shape (201, 16, 4)
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+#	 Slice 4
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rezultati/run2/parameters.json

@@ -0,0 +1,43 @@
+{
+    "venousInput": 300000.0,
+    "adiposePC": 23.1,
+    "brainPC": 2.2,
+    "heartPC": 4.3,
+    "kidneyPC": 5.2,
+    "liverPC": 9.1,
+    "lungPC": 5.3,
+    "musclePC": 2.4,
+    "remainderPC": 16.5,
+    "skinPC": 3.2,
+    "splanchnicPC": 4.3,
+    "stomachPC": 4.5,
+    "testesPC": 4.7,
+    "adiposeFlow": 2.55,
+    "brainFlow": 0.78,
+    "heartFlow": 4.2,
+    "kidneyFlow": 16.61,
+    "liverInFlow": 3.55,
+    "totalFlow": 80.0,
+    "muscleFlow": 16.25,
+    "skinFlow": 7.1,
+    "splanchnicFlow": 20.25,
+    "stomachFlow": 1.9,
+    "testesFlow": 1.9,
+    "remainderFlow": 4.91,
+    "adiposeVolume": 10,
+    "brainVolume": 1.2,
+    "heartVolume": 1,
+    "kidneyVolume": 2.0,
+    "liverVolume": 11.0,
+    "lungVolume": 1.2,
+    "muscleVolume": 125.0,
+    "skinVolume": 43.8,
+    "splanchnicVolume": 15.0,
+    "stomachVolume": 1.1,
+    "testesVolume": 2.5,
+    "remainderVolume": 15.8,
+    "venousVolume": 13.6,
+    "arterialVolume": 6.8,
+    "k1": 0.0105,
+    "one": 1
+}

rezultati/run2/qt_step000.txt

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rezultati/run2/sOut_step000.txt

@@ -0,0 +1,3420 @@
+#Shape (201, 16, 3)
+#Lut ['adipose', 'brain', 'heart', 'kidney', 'liver', 'splanchnic', 'stomach', 'muscle', 'skin', 'testes', 'remainder', 'lung', 'excrement', 'arterial', 'venous', 'total']
+#Lut (SE) ['adiposePC', 'brainPC', 'skinPC']
+#	 Slice 0
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+#	 Slice 1
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rezultati/run3/parameters.json

@@ -0,0 +1,43 @@
+{
+    "venousInput": 300000.0,
+    "adiposePC": 39.459503930348056,
+    "brainPC": 21.7350030614673,
+    "heartPC": 4.3,
+    "kidneyPC": 5.2,
+    "liverPC": -66.81790047648342,
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+    "skinPC": 3.2,
+    "splanchnicPC": 4.3,
+    "stomachPC": 4.5,
+    "testesPC": 4.7,
+    "adiposeFlow": 1.8555225806396292,
+    "brainFlow": -0.03525587711760467,
+    "heartFlow": -0.023321595538575646,
+    "kidneyFlow": 40.39168946244715,
+    "liverInFlow": 5.140426181736766,
+    "totalFlow": 200.5628048196977,
+    "muscleFlow": 45.13135301105268,
+    "skinFlow": 10.079724428985626,
+    "splanchnicFlow": 105.29800422219472,
+    "stomachFlow": 1.6108268212416408,
+    "testesFlow": 1.0037721518520688,
+    "remainderFlow": 4.91,
+    "adiposeVolume": 10,
+    "brainVolume": 1.2,
+    "heartVolume": 1,
+    "kidneyVolume": 46.59574951502177,
+    "liverVolume": -8.016381080752923,
+    "lungVolume": 13.804510479009664,
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+    "splanchnicVolume": 85.4086471187175,
+    "stomachVolume": -10.421869426098299,
+    "testesVolume": -8.440264156191922,
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+    "venousVolume": 13.6,
+    "arterialVolume": 53.44960231535441,
+    "k1": -6.623348838319975,
+    "one": 1
+}

rezultati/run3/qt_step000.txt

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rezultati/run3/sOut_step000.txt

@@ -0,0 +1,3420 @@
+#Shape (201, 16, 3)
+#Lut ['adipose', 'brain', 'heart', 'kidney', 'liver', 'splanchnic', 'stomach', 'muscle', 'skin', 'testes', 'remainder', 'lung', 'excrement', 'arterial', 'venous', 'total']
+#Lut (SE) ['adiposePC', 'brainPC', 'skinPC']
+#	 Slice 0
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+#	 Slice 1
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+#	 Slice 2
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+#	 Slice 6
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rezultati/sOut_step000.txt

@@ -0,0 +1,3420 @@
+#Shape (201, 16, 3)
+#Lut ['adipose', 'brain', 'heart', 'kidney', 'liver', 'splanchnic', 'stomach', 'muscle', 'skin', 'testes', 'remainder', 'lung', 'excrement', 'arterial', 'venous', 'total']
+#Lut (SE) ['adiposePC', 'brainPC', 'skinPC']
+#	 Slice 0
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+#	 Slice 1
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+#	 Slice 2
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+#	 Slice 3
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