diff --git a/.gitignore b/.gitignore
index 73fa666..09f355a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -62,7 +62,6 @@ temp_print_trace.*
 *.plugin
 *.outp
 *.patch
-*.txt
 *.bib.bak
 *.out
 *.vtk
diff --git a/README.md b/README.md
index feec712..08d265f 100644
--- a/README.md
+++ b/README.md
@@ -26,6 +26,8 @@ After installing MOOSE, make sure you have the following folder on your local ma
 
 `git submodule update --init moose`
 
+`mamba activate moose` 
+
 `make -jn` 
 
 where `n` is the number of logical processors on your computer. 
@@ -33,7 +35,7 @@ where `n` is the number of logical processors on your computer.
 **Step 3.**
 Run tests to make sure CRANE is installed properly. 
 
-`./run_tests`
+`./run_tests -jn`
 
 If all the tests pass, CRANE has been successfully installed. 
 
diff --git a/docs/source/running.rst b/docs/source/running.rst
index 0403c3e..21d718e 100644
--- a/docs/source/running.rst
+++ b/docs/source/running.rst
@@ -1,3 +1,38 @@
 Running
 =======
 
+Running a CRANE input file follows the syntax
+
+.. code-block:: bash
+    
+    <path-from-intput-to-crane-opt> -i <input-file>
+
+while in the MOOSE environment. 
+The file ``crane-opt`` is generated upon successful compilation of CRANE, 
+and is located alongside the MAKEFILE. 
+For example, to want to run ``argon_test.i`` located in ``crane/problems/argon_microdischarge``,
+you would enter the following command while in ``argon_microdischarge`` directory:
+
+.. code-block:: bash
+    
+    ../../crane-opt -i argon_test.i
+
+Each set of ``../`` denotes a step up through the directories. 
+Since ``argon_microdischarge`` is within ``problems``, which is within ``crane``,
+we need two sets of ``../`` to be in the directory in which ``crane-opt`` is located.
+
+To run an input file on multiple processors, 
+one would add the following command before the path to `crane-opt``:
+
+.. code-block:: bash
+    
+    mpiexec -np n <path-from-intput-to-crane-opt> -i <input-file>
+
+where ``n`` is the number of processors you wish to use. For the ``argon_microdischarge`` example,
+you might run
+
+.. code-block:: bash
+    
+    mpiexec -np 4 ../../crane-opt -i argon_test.i
+
+to run the input file using four cores.
\ No newline at end of file
diff --git a/tutorials/ArgonMicrodischarge/argon_density_plot.py b/tutorials/ArgonMicrodischarge/argon_density_plot.py
new file mode 100644
index 0000000..fe8bbe9
--- /dev/null
+++ b/tutorials/ArgonMicrodischarge/argon_density_plot.py
@@ -0,0 +1,28 @@
+#* This file is part of Crane, an open-source
+#* application for plasma chemistry and thermochemistry
+#* https://github.com/lcpp-org/crane
+#*
+#* Crane is powered by the MOOSE Framework
+#* https://www.mooseframework.org
+#*
+#* Licensed under LGPL 2.1, please see LICENSE for details
+#* https://www.gnu.org/licenses/lgpl-2.1.html
+
+import numpy as np
+import matplotlib.pyplot as plt
+import pandas as pd
+
+filename = 'argon_test_out.csv'
+data = pd.read_csv(filename)
+
+fig, ax = plt.subplots()
+ax.loglog(data['time'], data['e'], 'k', label='e')
+ax.loglog(data['time'], data['Ar+'], 'g', label='Ar$^+$')
+ax.loglog(data['time'], data['Ar2+'], 'r', label='Ar$_2^+$')
+ax.loglog(data['time'], data['Ar*'], 'c', label='Ar$^*$')
+ax.set_xlabel('Time (s)', fontsize=20)
+ax.set_ylabel('Density (cm$^{-3}$)', fontsize=20)
+ax.tick_params(axis='both', labelsize=15)
+ax.legend(fontsize=15)
+fig.savefig('argon_species.png', bbox_inches='tight')
+plt.show()
diff --git a/tutorials/ArgonMicrodischarge/argon_test.i b/tutorials/ArgonMicrodischarge/argon_test.i
new file mode 100644
index 0000000..d7a8f84
--- /dev/null
+++ b/tutorials/ArgonMicrodischarge/argon_test.i
@@ -0,0 +1,211 @@
+[Mesh]
+  type = GeneratedMesh
+  dim = 1
+  xmin = 0
+  xmax = 1
+  nx = 1
+[]
+
+[Variables]
+  # ODE variables
+  [./e]
+    family = SCALAR
+    order = FIRST
+    initial_condition = 1e6
+    # scaling = 1e-2
+  [../]
+
+  [./Ar+]
+    family = SCALAR
+    order = FIRST
+    initial_condition = 1e6
+    # scaling = 1e-2
+  [../]
+
+  [./Ar]
+    family = SCALAR
+    order = FIRST
+    initial_condition = 3.21883e18
+    #scaling = 1e-15
+  [../]
+
+  [./Ar*]
+    family = SCALAR
+    order = FIRST
+    initial_condition = 1e6
+    # scaling = 1e-2
+  [../]
+
+  [./Ar2+]
+    family = SCALAR
+    order = FIRST
+    initial_condition = 1
+    # scaling = 1e-2
+  [../]
+[]
+
+[ScalarKernels]
+  [./de_dt]
+    type = ODETimeDerivative
+    variable = e
+  [../]
+
+  [./dAr+_dt]
+    type = ODETimeDerivative
+    variable = Ar+
+  [../]
+
+  [./dAr_dt]
+    type = ODETimeDerivative
+    variable = Ar
+  [../]
+
+  [./dAr*_dt]
+    type = ODETimeDerivative
+    variable = Ar*
+  [../]
+
+  [./dAr2_dt]
+    type = ODETimeDerivative
+    variable = Ar2+
+  [../]
+[]
+
+[GlobalReactions]
+  [argon]
+    species = 'e Ar* Ar+ Ar Ar2+'
+    file_location = 'data'
+
+    # These are parameters required equation-based rate coefficients
+    equation_constants = 'Tgas J pi'
+    equation_values = '300 2.405 3.141'
+    equation_variables = 'Te'
+    sampling_variable = 'reduced_field'
+
+
+    reactions = 'e + Ar -> e + e + Ar+          : EEDF (Ar_ionization)
+                 e + Ar -> Ar* + e              : EEDF (Ar_excitation)
+                 e + Ar* -> Ar + e              : EEDF (Ar*_deexcitation)
+                 e + Ar* -> Ar+ + e + e         : EEDF (Ar*_ionization)
+                 Ar2+ + e -> Ar* + Ar           : {8.5e-7*((Te/1.5)*11600/300.0)^(-0.67)}
+                 Ar2+ + Ar -> Ar+ + Ar + Ar     : {(6.06e-6/Tgas)*exp(-15130.0/Tgas)}
+                 Ar* + Ar* -> Ar2+ + e          : 6.0e-10
+                 Ar+ + e + e -> Ar + e          : {8.75e-27*((Te/1.5)^(-4.5))}
+                 Ar* + Ar + Ar -> Ar + Ar + Ar  : 1.399e-32
+                 Ar+ + Ar + Ar -> Ar2+ + Ar     : {2.25e-31*(Tgas/300.0)^(-0.4)}
+                 e -> W                         : {1.52*(760/100)*(Tgas/273.16)*(Te/1.5)*((J/0.4)^2 + (pi/0.4)^2)}
+                 Ar+ -> W                       : {1.52*(760/100)*(Tgas/273.16)*(Te/1.5)*((J/0.4)^2 + (pi/0.4)^2)}
+                 Ar2+ -> W                      : {1.52*(760/100)*(Tgas/273.16)*(Te/1.5)*((J/0.4)^2 + (pi/0.4)^2)}'
+  []
+[]
+
+[AuxVariables]
+  [./reduced_field]
+    order = FIRST
+    family = SCALAR
+    initial_condition = 7.7667949e-20
+  [../]
+
+  [./mobility]
+    order = FIRST
+    family = SCALAR
+  [../]
+
+  [./Te]
+    order = FIRST
+    family = SCALAR
+  [../]
+
+  [./current]
+    order = FIRST
+    family = SCALAR
+  [../]
+[]
+
+[AuxScalarKernels]
+  [reduced_field_calculate]
+    type = ParsedAuxScalar
+    variable = reduced_field
+    constant_names = 'V d qe R'
+    constant_expressions = '1000 0.004 1.602e-19 1e5'
+    args = 'reduced_field Ar current'
+    function = 'V/(d+R*current/(reduced_field*Ar*1e6))/(Ar*1e6)'
+    execute_on = 'TIMESTEP_END'
+  []
+
+  [e_drift]
+    type = ParsedAuxScalar
+    variable = current
+    constant_names = 'r pi'
+    constant_expressions = '0.004 3.1415926'
+    args = 'reduced_field mobility Ar e'
+    function = '(reduced_field * mobility * Ar*1e6) * 1.6e-19 * pi*(r^2.0) * (e*1e6)'
+    execute_on = 'TIMESTEP_BEGIN'
+  []
+
+  [mobility_calculation]
+    type = ScalarLinearInterpolation
+    variable = mobility
+    sampler = reduced_field
+    property_file = 'data/electron_mobility.txt'
+    execute_on = 'INITIAL TIMESTEP_BEGIN'
+  []
+
+  [temperature_calculation]
+    type = ScalarLinearInterpolation
+    variable = Te
+    sampler = reduced_field
+    property_file = 'data/electron_temperature.txt'
+    execute_on = 'INITIAL TIMESTEP_BEGIN'
+  []
+[]
+
+[Debug]
+  show_var_residual_norms = true
+[]
+
+#[UserObjects]
+#  active = 'value_provider'
+#
+  #[./value_provider]
+  #  type = ValueProvider
+  #  property_file = 'data/electron_temperature.txt'
+  #[../]
+#[]
+
+[Executioner]
+  type = Transient
+  end_time = 1e-3
+  solve_type = linear
+  dtmin = 1e-16
+  dtmax = 1e-6
+  line_search = none
+  steady_state_detection = true
+  [./TimeStepper]
+    type = IterationAdaptiveDT
+    cutback_factor = 0.9
+    dt = 1e-10
+    growth_factor = 1.01
+  [../]
+  #[TimeIntegrator]
+  #  type = LStableDirk2
+  #[]
+[]
+
+[Preconditioning]
+  [./smp]
+    type = SMP
+    full = true
+    #ksp_norm = none
+  [../]
+[]
+
+[Outputs]
+  [out]
+    type = CSV
+  []
+  [console]
+    type = Console
+    execute_scalars_on = 'none'
+  []
+[]
diff --git a/tutorials/ArgonMicrodischarge/data/Ar*_deexcitation.txt b/tutorials/ArgonMicrodischarge/data/Ar*_deexcitation.txt
new file mode 100644
index 0000000..61cd4fb
--- /dev/null
+++ b/tutorials/ArgonMicrodischarge/data/Ar*_deexcitation.txt
@@ -0,0 +1,300 @@
+1.0000e-22 3.6680e-09 
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diff --git a/tutorials/ArgonMicrodischarge/data/Ar*_ionization.txt b/tutorials/ArgonMicrodischarge/data/Ar*_ionization.txt
new file mode 100644
index 0000000..83249a7
--- /dev/null
+++ b/tutorials/ArgonMicrodischarge/data/Ar*_ionization.txt
@@ -0,0 +1,300 @@
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diff --git a/tutorials/ArgonMicrodischarge/data/Ar_excitation.txt b/tutorials/ArgonMicrodischarge/data/Ar_excitation.txt
new file mode 100644
index 0000000..d77b69d
--- /dev/null
+++ b/tutorials/ArgonMicrodischarge/data/Ar_excitation.txt
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diff --git a/tutorials/ArgonMicrodischarge/data/Ar_ionization.txt b/tutorials/ArgonMicrodischarge/data/Ar_ionization.txt
new file mode 100644
index 0000000..fb7308f
--- /dev/null
+++ b/tutorials/ArgonMicrodischarge/data/Ar_ionization.txt
@@ -0,0 +1,300 @@
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diff --git a/tutorials/ArgonMicrodischarge/data/electron_mobility.txt b/tutorials/ArgonMicrodischarge/data/electron_mobility.txt
new file mode 100644
index 0000000..1fd92ae
--- /dev/null
+++ b/tutorials/ArgonMicrodischarge/data/electron_mobility.txt
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diff --git a/tutorials/ArgonMicrodischarge/data/electron_temperature.txt b/tutorials/ArgonMicrodischarge/data/electron_temperature.txt
new file mode 100644
index 0000000..fd67b54
--- /dev/null
+++ b/tutorials/ArgonMicrodischarge/data/electron_temperature.txt
@@ -0,0 +1,300 @@
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diff --git a/tutorials/ArgonMicrodischarge/rate_constant_plot.py b/tutorials/ArgonMicrodischarge/rate_constant_plot.py
new file mode 100644
index 0000000..3e6e3eb
--- /dev/null
+++ b/tutorials/ArgonMicrodischarge/rate_constant_plot.py
@@ -0,0 +1,31 @@
+#* This file is part of Crane, an open-source
+#* application for plasma chemistry and thermochemistry
+#* https://github.com/lcpp-org/crane
+#*
+#* Crane is powered by the MOOSE Framework
+#* https://www.mooseframework.org
+#*
+#* Licensed under LGPL 2.1, please see LICENSE for details
+#* https://www.gnu.org/licenses/lgpl-2.1.html
+
+import numpy as np
+import matplotlib.pyplot as plt
+import pandas as pd
+
+filename = 'argon_test_out.csv'
+data = pd.read_csv(filename)
+
+fig, ax = plt.subplots()
+
+ax.loglog(data['time'], data['rate_constant0'], 'k', label='Ionization')
+ax.loglog(data['time'], data['rate_constant1'], 'g', label='Excitation')
+ax.loglog(data['time'], data['rate_constant2'], 'r', label='De-excitation')
+ax.loglog(data['time'], data['rate_constant3'], 'c', label='Stepwise Ionization')
+print(min(data['rate_constant2']))
+
+ax.set_xlabel('Time (s)', fontsize=20)
+ax.set_ylabel('Rate Coefficients (cm$^3$ s$^{-1}$)', fontsize=20)
+ax.tick_params(axis='both', labelsize=15)
+ax.legend(fontsize=15)
+fig.savefig('eedf_rate_coefficients.png', bbox_inches='tight')
+plt.show()
diff --git a/tutorials/ArgonMicrodischarge/reduced_field_plot.py b/tutorials/ArgonMicrodischarge/reduced_field_plot.py
new file mode 100644
index 0000000..e7b8df6
--- /dev/null
+++ b/tutorials/ArgonMicrodischarge/reduced_field_plot.py
@@ -0,0 +1,27 @@
+#* This file is part of Crane, an open-source
+#* application for plasma chemistry and thermochemistry
+#* https://github.com/lcpp-org/crane
+#*
+#* Crane is powered by the MOOSE Framework
+#* https://www.mooseframework.org
+#*
+#* Licensed under LGPL 2.1, please see LICENSE for details
+#* https://www.gnu.org/licenses/lgpl-2.1.html
+
+import numpy as np
+import matplotlib.pyplot as plt
+import pandas as pd
+
+filename = 'argon_test_out.csv'
+data = pd.read_csv(filename)
+
+fig, ax = plt.subplots()
+
+ax.semilogx(data['time'], data['reduced_field'], 'k', label='E/N', linewidth=4)
+
+ax.set_xlabel('Time (s)', fontsize=20)
+ax.set_ylabel('Reduced Field, E/N (V m$^{-2}$)', fontsize=20)
+ax.tick_params(axis='both', labelsize=15)
+ax.legend(fontsize=15)
+fig.savefig('reduced_field.png', bbox_inches='tight')
+plt.show()
diff --git a/tutorials/TwoReactionArgon/Example1/reaction_e + Ar -> e + e + Ar+.txt b/tutorials/TwoReactionArgon/Example1/reaction_e + Ar -> e + e + Ar+.txt
new file mode 100644
index 0000000..db41970
--- /dev/null
+++ b/tutorials/TwoReactionArgon/Example1/reaction_e + Ar -> e + e + Ar+.txt	
@@ -0,0 +1,300 @@
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+9.7330e-20 7.4480e-11 
+9.7660e-20 7.5270e-11 
+9.8000e-20 7.6070e-11 
+9.8330e-20 7.6870e-11 
+9.8660e-20 7.7670e-11 
+9.9000e-20 7.8470e-11 
+9.9330e-20 7.9290e-11 
+9.9670e-20 8.0100e-11 
+1.0000e-19 8.0920e-11 
diff --git a/tutorials/TwoReactionArgon/zdplaskin_ex1.i b/tutorials/TwoReactionArgon/zdplaskin_ex1.i
new file mode 100644
index 0000000..1f7d333
--- /dev/null
+++ b/tutorials/TwoReactionArgon/zdplaskin_ex1.i
@@ -0,0 +1,96 @@
+[Mesh]
+  type = GeneratedMesh
+  dim = 1
+  xmin = 0
+  xmax = 1
+  nx = 1
+[]
+
+[Variables]
+  [./e]
+    family = SCALAR
+    order = FIRST
+    initial_condition = 1
+  [../]
+
+  [./Ar+]
+    family = SCALAR
+    order = FIRST
+    initial_condition = 1
+  [../]
+
+  [./Ar]
+    family = SCALAR
+    order = FIRST
+    initial_condition = 2.5e19
+    scaling = 2.5e-19
+  [../]
+[]
+
+[ScalarKernels]
+  [./de_dt]
+    type = ODETimeDerivative
+    variable = e
+  [../]
+
+  [./dAr+_dt]
+    type = ODETimeDerivative
+    variable = Ar+
+  [../]
+
+  [./dAr_dt]
+    type = ODETimeDerivative
+    variable = Ar
+  [../]
+[]
+
+[ChemicalReactions]
+  [./ScalarNetwork]
+    species = 'e Ar+ Ar'
+    file_location = 'Example1'
+    interpolation_type = 'spline'
+    reactions = 'e + Ar -> e + e + Ar+          : EEDF
+                 e + Ar+ + Ar -> Ar + Ar       : 1e-25'
+
+   [../]
+[]
+
+[AuxVariables]
+  [./reduced_field]
+    order = FIRST
+    family = SCALAR
+    initial_condition = 51e-21
+  [../]
+[]
+
+[Executioner]
+  type = Transient
+  end_time = 0.25e-6
+  dt = 1e-10
+  solve_type = 'newton'
+  dtmin = 1e-20
+  dtmax = 1e-8
+  petsc_options_iname = '-snes_linesearch_type'
+  petsc_options_value = 'basic'
+[]
+
+[Preconditioning]
+  active = 'smp'
+
+  [./smp]
+    type = SMP
+    full = true
+  [../]
+
+  [./fd]
+    type = FDP
+    full = true
+  [../]
+[]
+
+[Outputs]
+  [./out]
+    type = Exodus
+    execute_on = 'TIMESTEP_END'
+  [../]
+[]