All modules for which code is available

• pybamm.batch_study
• pybamm.callbacks
• pybamm.citations
• pybamm.discretisations.discretisation
• pybamm.dispatch.entry_points
• pybamm.experiment.experiment
• pybamm.experiment.step.base_step
• pybamm.experiment.step.step_termination
• pybamm.experiment.step.steps
• pybamm.expression_tree.array
• pybamm.expression_tree.averages
• pybamm.expression_tree.binary_operators
• pybamm.expression_tree.broadcasts
• pybamm.expression_tree.concatenations
• pybamm.expression_tree.functions
• pybamm.expression_tree.independent_variable
• pybamm.expression_tree.input_parameter
• pybamm.expression_tree.interpolant
• pybamm.expression_tree.matrix
• pybamm.expression_tree.operations.convert_to_casadi
• pybamm.expression_tree.operations.evaluate_python
• pybamm.expression_tree.operations.jacobian
• pybamm.expression_tree.operations.serialise
• pybamm.expression_tree.operations.unpack_symbols
• pybamm.expression_tree.parameter
• pybamm.expression_tree.scalar
• pybamm.expression_tree.state_vector
• pybamm.expression_tree.symbol
• pybamm.expression_tree.unary_operators
• pybamm.expression_tree.variable
• pybamm.expression_tree.vector
• pybamm.geometry.battery_geometry
• pybamm.geometry.geometry
• pybamm.logger
• pybamm.meshes.meshes
• pybamm.meshes.one_dimensional_submeshes
• pybamm.meshes.scikit_fem_submeshes
• pybamm.meshes.scikit_fem_submeshes_3d
• pybamm.meshes.zero_dimensional_submesh
• pybamm.models.base_model
• pybamm.models.event
• pybamm.models.full_battery_models.base_battery_model
• pybamm.models.full_battery_models.equivalent_circuit.thevenin
• pybamm.models.full_battery_models.lead_acid.base_lead_acid_model
• pybamm.models.full_battery_models.lead_acid.basic_full
• pybamm.models.full_battery_models.lead_acid.full
• pybamm.models.full_battery_models.lead_acid.loqs
• pybamm.models.full_battery_models.lithium_ion.Yang2017
• pybamm.models.full_battery_models.lithium_ion.base_lithium_ion_model
• pybamm.models.full_battery_models.lithium_ion.basic_dfn
• pybamm.models.full_battery_models.lithium_ion.basic_dfn_composite
• pybamm.models.full_battery_models.lithium_ion.basic_dfn_half_cell
• pybamm.models.full_battery_models.lithium_ion.basic_splitOCVR
• pybamm.models.full_battery_models.lithium_ion.basic_spm
• pybamm.models.full_battery_models.lithium_ion.basic_spm_with_3d_thermal
• pybamm.models.full_battery_models.lithium_ion.dfn
• pybamm.models.full_battery_models.lithium_ion.electrode_soh
• pybamm.models.full_battery_models.lithium_ion.mpm
• pybamm.models.full_battery_models.lithium_ion.msmr
• pybamm.models.full_battery_models.lithium_ion.newman_tobias
• pybamm.models.full_battery_models.lithium_ion.spm
• pybamm.models.full_battery_models.lithium_ion.spme
• pybamm.models.submodels.active_material.base_active_material
• pybamm.models.submodels.active_material.constant_active_material
• pybamm.models.submodels.active_material.loss_active_material
• pybamm.models.submodels.base_submodel
• pybamm.models.submodels.convection.base_convection
• pybamm.models.submodels.convection.through_cell.base_through_cell_convection
• pybamm.models.submodels.convection.through_cell.explicit_convection
• pybamm.models.submodels.convection.through_cell.full_convection
• pybamm.models.submodels.convection.through_cell.no_convection
• pybamm.models.submodels.convection.transverse.base_transverse_convection
• pybamm.models.submodels.convection.transverse.full_convection
• pybamm.models.submodels.convection.transverse.no_convection
• pybamm.models.submodels.convection.transverse.uniform_convection
• pybamm.models.submodels.current_collector.base_current_collector
• pybamm.models.submodels.current_collector.effective_resistance_current_collector
• pybamm.models.submodels.current_collector.homogeneous_current_collector
• pybamm.models.submodels.current_collector.potential_pair
• pybamm.models.submodels.electrode.base_electrode
• pybamm.models.submodels.electrode.ohm.base_ohm
• pybamm.models.submodels.electrode.ohm.composite_ohm
• pybamm.models.submodels.electrode.ohm.full_ohm
• pybamm.models.submodels.electrode.ohm.leading_ohm
• pybamm.models.submodels.electrode.ohm.li_metal
• pybamm.models.submodels.electrode.ohm.surface_form_ohm
• pybamm.models.submodels.electrolyte_conductivity.base_electrolyte_conductivity
• pybamm.models.submodels.electrolyte_conductivity.composite_conductivity
• pybamm.models.submodels.electrolyte_conductivity.full_conductivity
• pybamm.models.submodels.electrolyte_conductivity.integrated_conductivity
• pybamm.models.submodels.electrolyte_conductivity.leading_order_conductivity
• pybamm.models.submodels.electrolyte_conductivity.surface_potential_form.explicit_surface_form_conductivity
• pybamm.models.submodels.electrolyte_conductivity.surface_potential_form.full_surface_form_conductivity
• pybamm.models.submodels.electrolyte_conductivity.surface_potential_form.leading_surface_form_conductivity
• pybamm.models.submodels.electrolyte_diffusion.base_electrolyte_diffusion
• pybamm.models.submodels.electrolyte_diffusion.constant_concentration
• pybamm.models.submodels.electrolyte_diffusion.full_diffusion
• pybamm.models.submodels.electrolyte_diffusion.leading_order_diffusion
• pybamm.models.submodels.equivalent_circuit_elements.ocv_element
• pybamm.models.submodels.equivalent_circuit_elements.rc_element
• pybamm.models.submodels.equivalent_circuit_elements.resistor_element
• pybamm.models.submodels.equivalent_circuit_elements.thermal
• pybamm.models.submodels.equivalent_circuit_elements.voltage_model
• pybamm.models.submodels.external_circuit.discharge_throughput
• pybamm.models.submodels.external_circuit.explicit_control_external_circuit
• pybamm.models.submodels.external_circuit.function_control_external_circuit
• pybamm.models.submodels.interface.base_interface
• pybamm.models.submodels.interface.interface_utilisation.base_utilisation
• pybamm.models.submodels.interface.interface_utilisation.constant_utilisation
• pybamm.models.submodels.interface.interface_utilisation.current_driven_utilisation
• pybamm.models.submodels.interface.interface_utilisation.full_utilisation
• pybamm.models.submodels.interface.kinetics.base_kinetics
• pybamm.models.submodels.interface.kinetics.butler_volmer
• pybamm.models.submodels.interface.kinetics.diffusion_limited
• pybamm.models.submodels.interface.kinetics.inverse_kinetics.base_inverse
• pybamm.models.submodels.interface.kinetics.inverse_kinetics.inverse_butler_volmer
• pybamm.models.submodels.interface.kinetics.inverse_kinetics.inverse_linear
• pybamm.models.submodels.interface.kinetics.linear
• pybamm.models.submodels.interface.kinetics.marcus
• pybamm.models.submodels.interface.kinetics.msmr_butler_volmer
• pybamm.models.submodels.interface.kinetics.no_reaction
• pybamm.models.submodels.interface.kinetics.tafel
• pybamm.models.submodels.interface.kinetics.total_main_kinetics
• pybamm.models.submodels.interface.lithium_plating.base_plating
• pybamm.models.submodels.interface.lithium_plating.no_plating
• pybamm.models.submodels.interface.lithium_plating.plating
• pybamm.models.submodels.interface.open_circuit_potential.base_hysteresis_ocp
• pybamm.models.submodels.interface.open_circuit_potential.base_ocp
• pybamm.models.submodels.interface.open_circuit_potential.current_sigmoid_ocp
• pybamm.models.submodels.interface.open_circuit_potential.msmr_ocp
• pybamm.models.submodels.interface.open_circuit_potential.one_state_differential_capacity_hysteresis_ocp
• pybamm.models.submodels.interface.open_circuit_potential.one_state_hysteresis_ocp
• pybamm.models.submodels.interface.open_circuit_potential.single_ocp
• pybamm.models.submodels.interface.sei.base_sei
• pybamm.models.submodels.interface.sei.constant_sei
• pybamm.models.submodels.interface.sei.no_sei
• pybamm.models.submodels.interface.sei.sei_growth
• pybamm.models.submodels.interface.sei.total_sei
• pybamm.models.submodels.interface.total_interfacial_current
• pybamm.models.submodels.oxygen_diffusion.base_oxygen_diffusion
• pybamm.models.submodels.oxygen_diffusion.full_oxygen_diffusion
• pybamm.models.submodels.oxygen_diffusion.leading_oxygen_diffusion
• pybamm.models.submodels.oxygen_diffusion.no_oxygen
• pybamm.models.submodels.particle.base_particle
• pybamm.models.submodels.particle.fickian_diffusion
• pybamm.models.submodels.particle.msmr_diffusion
• pybamm.models.submodels.particle.polynomial_profile
• pybamm.models.submodels.particle.total_particle_concentration
• pybamm.models.submodels.particle.x_averaged_polynomial_profile
• pybamm.models.submodels.particle_mechanics.base_mechanics
• pybamm.models.submodels.particle_mechanics.crack_propagation
• pybamm.models.submodels.particle_mechanics.swelling_only
• pybamm.models.submodels.porosity.base_porosity
• pybamm.models.submodels.porosity.constant_porosity
• pybamm.models.submodels.porosity.reaction_driven_porosity
• pybamm.models.submodels.porosity.reaction_driven_porosity_ode
• pybamm.models.submodels.thermal.base_thermal
• pybamm.models.submodels.thermal.isothermal
• pybamm.models.submodels.thermal.lumped
• pybamm.models.submodels.thermal.pouch_cell.pouch_cell_1D_current_collectors
• pybamm.models.submodels.thermal.pouch_cell.pouch_cell_2D_current_collectors
• pybamm.models.submodels.thermal.pouch_cell.x_full
• pybamm.models.submodels.transport_efficiency.base_transport_efficiency
• pybamm.models.submodels.transport_efficiency.bruggeman
• pybamm.models.submodels.transport_efficiency.cation_exchange_membrane
• pybamm.models.submodels.transport_efficiency.heterogeneous_catalyst
• pybamm.models.submodels.transport_efficiency.hyperbola_of_revolution
• pybamm.models.submodels.transport_efficiency.ordered_packing
• pybamm.models.submodels.transport_efficiency.overlapping_spheres
• pybamm.models.submodels.transport_efficiency.random_overlapping_cylinders
• pybamm.models.submodels.transport_efficiency.tortuosity_factor
• pybamm.models.symbol_processor
• pybamm.parameters.electrical_parameters
• pybamm.parameters.geometric_parameters
• pybamm.parameters.lead_acid_parameters
• pybamm.parameters.lithium_ion_parameters
• pybamm.parameters.parameter_store
• pybamm.parameters.parameter_substitutor
• pybamm.parameters.parameter_values
• pybamm.parameters.process_parameter_data
• pybamm.parameters.thermal_parameters
• pybamm.plotting.dynamic_plot
• pybamm.plotting.plot
• pybamm.plotting.plot2D
• pybamm.plotting.plot_3d_cross_section
• pybamm.plotting.plot_3d_heatmap
• pybamm.plotting.plot_summary_variables
• pybamm.plotting.plot_voltage_components
• pybamm.plotting.quick_plot
• pybamm.pybamm_data
• pybamm.simulation
• pybamm.solvers.algebraic_solver
• pybamm.solvers.base_solver
• pybamm.solvers.casadi_algebraic_solver
• pybamm.solvers.casadi_solver
• pybamm.solvers.dummy_solver
• pybamm.solvers.idaklu_jax
• pybamm.solvers.idaklu_solver
• pybamm.solvers.jax_bdf_solver
• pybamm.solvers.jax_solver
• pybamm.solvers.processed_variable
• pybamm.solvers.scipy_solver
• pybamm.solvers.solution
• pybamm.solvers.summary_variable
• pybamm.spatial_methods.finite_volume
• pybamm.spatial_methods.scikit_finite_element
• pybamm.spatial_methods.scikit_finite_element_3d
• pybamm.spatial_methods.spatial_method
• pybamm.spatial_methods.spectral_volume
• pybamm.spatial_methods.zero_dimensional_method
• pybamm.util