Optimizing and Verifying Real-World Devices and Processes with Simulation

Engineers and scientists use the COMSOL Multiphysics® software to simulate designs, devices, and processes in all fields of engineering, manufacturing, and scientific research.

COMSOL Multiphysics® is a simulation platform that encompasses all of the steps in the modeling workflow — from defining geometries, material properties, and the physics that describe specific phenomena to solving and postprocessing models for producing accurate and trustworthy results.

To create models for use in specialized application areas or engineering fields, you can augment COMSOL Multiphysics® with any combination of add-on modules from the product suite. The interfacing products make it possible to also integrate simulation with other engineering and mathematical software used in product and process design. When you have developed a model, you can even convert it into a simulation app with a dedicated user interface, which can be designed for a very specific use by people beyond the R&D department.

Multiphysics Modeling Provides Accurate Results

Often, the key to successful engineering simulations is developing experimentally validated models that replace the use of experiments and prototypes alone, and give a deeper understanding of the studied design or process. Compared to running experimental methods or testing prototypes, modeling allows for quicker and often more efficient and accurate optimization of processes and devices.

As a user of COMSOL Multiphysics®, you are free from the restrictive nature generally associated with simulation software and have complete control over all aspects of your model. You can also be creative in a way that is impossible or a lot harder with traditional approaches, thanks to the ability to couple any number of physics phenomena together and input user-defined physics descriptions, with associated equations and expressions, directly in the graphical user interface (GUI).

Accurate multiphysics models consider a wide range of possible operating conditions and physical effects. This makes it possible to use models for understanding, designing, and optimizing processes and devices for realistic operating conditions.

Follow a Consistent Modeling Workflow

Modeling with COMSOL Multiphysics® means being able to move between simulating electromagnetics, structural mechanics, acoustics, fluid flow, heat transfer, and chemical reactions phenomena, or any other physics modeled by a system of PDEs, in one software environment. You can also combine physics phenomena from these areas in a single model. The COMSOL Desktop® user interface provides you with a complete simulation environment and a consistent modeling workflow from start to finish, regardless of the type of design or process you wish to analyze and develop.

Geometry Modeling and Interfacing with CAD Software

Operations, Sequences, and Selections

The core COMSOL Multiphysics® package provides geometry modeling tools for creating parts using solid objects, surfaces, curves, and Boolean operations. Geometries are defined by sequences of operations, where each operation is able to receive input parameters for easy edits and parametric studies in multiphysics models. The connection between the geometry definition and defined physics settings is fully associative — a change in the geometry will automatically propagate related changes throughout the associated model settings.

Geometric entities such as material domains and surfaces can be grouped into selections for subsequent use in physics definitions, meshing, and plotting. Additionally, a sequence of operations can be used to create a parametric geometry part, including its selections, which can then be stored in a Part Library for reuse in multiple models.

Import, Repair, Defeature, and Virtual Operations

The import of all standard CAD and ECAD files into COMSOL Multiphysics® is supported by the CAD Import Module and ECAD Import Module, respectively. The Design Module further extends the available geometry operations in COMSOL Multiphysics®. Both the CAD Import Module and the Design Module provide the ability to repair and defeature geometries. Surface mesh models, such as in the STL format, can also be imported and then converted to a geometry object by the COMSOL Multiphysics® core package. Import operations are like any other operation in the geometry sequence and can be used with selections and associativity for performing parametric and optimization studies.

As an alternative to the defeature and repair capabilities of the COMSOL® software, so-called virtual operations are also supported to eliminate the impact of artifacts on the mesh, such as sliver and small faces, which do not add to the accuracy of the simulation. In converse to defeaturing, virtual operations do not change the curvature or fidelity of the geometry, while yielding a cleaner mesh.

View a list of geometry modeling features

  • Primitives
    • Block, sphere, cone torus, ellipsoid, cylinder, helix, pyramid, hexahedron
    • Parametric curve, parametric surface, polygon, Bezier polygon, interpolation curve, point
  • Extrude, revolve, sweep, loft1
  • Boolean operations: Union, intersection, difference, and partition
  • Transformations: Array, copy, mirror, move, rotate, and scale
  • Conversions:
    • Convert to solid, surface, and curve
    • Midsurface1, thicken1, split
  • Chamfer and fillet2
  • Virtual operations
    • Remove details
    • Ignore: Vertices, edges, and faces
    • Form composite: Edges, faces, domains
    • Collapse: Edges, faces
    • Merge: Vertices, edges
    • Mesh control: Vertices, edges, faces, domains
  • Hybrid modeling with solids, surfaces, curves, and points
  • Work Plane with 2D geometry modeling
  • CAD import and interoperability with add-on CAD Import Module, Design Module, and LiveLink™ products for CAD
  • CAD repair and defeaturing with add-on CAD Import Module, Design Module, and LiveLink™ products for CAD
    • Cap faces, delete
    • Fillets, short edges, sliver faces, small faces, faces, spikes
    • Detach faces, knit to solid, repair

1 Requires the Design Module

2 The corresponding 3D operations require the Design Module

The CAD design of a bike frame in the SOLIDWORKS software. A bike frame has been designed using the SOLIDWORKS® software and is ready for import into COMSOL Multiphysics®. Geometries can also be imported from other CAD software or created using the COMSOL Multiphysics® geometry tools.
The geometry of a bike frame after being imported into COMSOL Multiphysics from CAD software. The bike frame geometry is repaired and manipulated using tools in COMSOL Multiphysics®. The geometry could alternatively be created from scratch in COMSOL Multiphysics®.
The mesh of a bike frame model in COMSOL Multiphysics. The bike frame geometry has been meshed in COMSOL Multiphysics® and is ready for simulation analysis.
A bike frame CAD design simulated with COMSOL Multiphysics. The bike frame model has been solved in COMSOL Multiphysics® and the results can be analyzed, prompting design changes in the CAD software for further analysis.

Predefined Interfaces and Features for Physics-Based Modeling

The COMSOL® software contains predefined physics interfaces for modeling a wide range of physics phenomena, including many common multiphysics couplings. The physics interfaces are dedicated user interfaces for a particular scientific or engineering field, where all aspects for modeling the phenomena in question are made available for manipulation — from defining the model parameters to discretization to analyzing the results of the solution.

Upon selecting a particular physics interface, the software suggests available study types, such as time-dependent or stationary solvers. The software also automatically recommends the appropriate numerical discretization of the mathematical model, solver sequence, and visualization and postprocessing settings that are specific to the physics phenomena. The physics interfaces can also be combined freely in order to describe processes that involve multiple physics phenomena.

The COMSOL Multiphysics® platform is preloaded with a large set of core physics interfaces for fields such as solid mechanics, acoustics, fluid flow, heat transfer, chemical species transport, and electromagnetics. By expanding the core package with add-on modules from the COMSOL® product suite, you unlock a range of more specialized user interfaces that expand modeling capabilities within specific engineering fields.

View a list of physics-based modeling features

Physics interfaces

  • Electric currents
  • Electrostatics
  • Heat transfer in solids and fluids
  • Joule heating
  • Laminar flow
  • Pressure acoustics
  • Solid mechanics
  • Transport of diluted species
  • Magnetic Fields, 2D
  • Application-specific modules contain additional physics interfaces


  • Isotropic and anisotropic materials
  • Discontinuous materials
  • Spatially varying materials
  • Time-varying materials
  • Nonlinear material properties as a function of any physical quantity
A screenshot showing the physics interfaces in the COMSOL software GUI for a thermal actuator model. A thermal actuator is modeled with COMSOL Multiphysics®. The Heat Transfer branch is expanded to show all of its associated physics interfaces. In the example, all add-on products have been installed, resulting in many available physics interfaces.

Transparency and Flexibility via Equation-Based Modeling

To really be useful for scientific and engineering studies and innovation, a software has to allow for more than just a hardwired environment. It should be possible to provide and customize your own model definitions based on mathematical equations directly in the user interface. The COMSOL Multiphysics® software offers this level of flexibility with its built-in equation interpreter that can interpret expressions, equations, and other mathematical descriptions on the fly before it generates the numerical model. Adding and customizing expressions in the physics interfaces allows for freely coupling them with each other to simulate multiphysics phenomena.

The capabilities for customization go even further. With the Physics Builder, you can also use your own equations to create new physics interfaces for easy access and manipulation when you want to include them in future models or share them with colleagues.

View a list of equation-based modeling features

  • PDEs on the weak form
  • Arbitrary Lagrangian-Eulerian (ALE) methods for formulating deformed geometry and moving mesh problems
  • Algebraic equations
  • ODEs
  • Differential algebraic equations (DAEs)
  • Sensitivity analysis (optimization available with add-on Optimization Module)
  • Curvilinear coordinate computation
A screenshot showing where to enter PDEs into the COMSOL Multiphysics GUI. Waves in optical fiber have been modeled using the KdV equation. Partial differential equations (PDEs) and ordinary differential equations (ODEs) can be entered into COMSOL Multiphysics® using coefficient matching and mathematical expressions.

Automated and Manual Meshing

For discretizing and meshing your model, the COMSOL Multiphysics® software uses different numerical techniques depending on the type of physics, or the combination of physics, that you are studying. The predominant discretization methods are finite-element based (for a complete list of methods, see the solvers section of this page). Accordingly, the general-purpose meshing algorithm creates a mesh with appropriate element types to match the associated numerical methods. For example, the default algorithm may use free tetrahedral meshing or a combination of tetrahedral and boundary-layer meshing, with a combination of element types, in order to provide faster and more accurate results.

For all of the mesh types, mesh refinement, remeshing, or adaptive meshing can be performed during the solution process or study step sequence.

View a list of meshing features

  • Free tetrahedral meshing
  • Swept mesh with prism and hex elements
  • Boundary-layer meshing
  • Tetrahedral, prism, pyramid, and hexahedral volume elements
  • Free triangular meshing of 3D surfaces and 2D models
  • Mapped and free quad meshing of 3D surfaces and 2D models
  • Copy mesh operation
  • Virtual geometry operations
  • Mesh partitioning of domains, boundaries, and edges
  • Import of externally generated meshes
An example of a model with an automated unstructured mesh made with COMSOL Multiphysics. A wheel rim model geometry has been meshed with an automated unstructured mesh.
An example of a model with a semiautomated mesh containing boundary layers made with COMSOL Multiphysics A micromixer model geometry has been meshed with a semiautomated mesh containing boundary layers.
An example of a model meshed in COMSOL Multiphysics using a manual mesh sequence combining tet, tri, and swept meshes. The geometry of a model depicting part of a circuit board with a chip mounted via solder ball joints has been meshed using a manual mesh sequence combining tetrahedral, triangular, and swept meshes.
An example of a surface mesh imported as an STL file, converted to a geometry, and meshed with an automated unstructured mesh. The surface mesh of a vertebra model has been saved in the STL file format and then imported into COMSOL Multiphysics®, where it has been converted to a geometry and meshed with an automated unstructured mesh. STL geometry courtesy of Mark Yeoman, Continuum Blue, U.K.

Study Step Sequences, Parameter Studies, and Optimization

Study or Analysis Types

When you select a physics interface, a number of different studies (analysis types) are suggested by COMSOL Multiphysics®. For example, for solid mechanics analyses, the software suggests time-dependent, stationary, or eigenfrequency studies; for CFD problems, the software would only suggest time-dependent and stationary studies. Other study types can also be freely selected for any analysis that you perform. Study step sequences structure the solution process to allow you to select the model variables for which you want to solve in each study step. The solution from any of the previous study steps can be used as input to a subsequent study step.

Sweeps, Optimization, and Estimations

Any study step can be run with a parametric sweep, which can include one or multiple parameters in a model, from geometry parameters to settings in the physics definitions. Sweeps can also be performed using different materials and their defined properties, as well as over lists of defined functions.

Optimization studies, using the Optimization Module, can be performed for topology optimization, shape optimization, or parameter estimations based on a multiphysics model. COMSOL Multiphysics® offers both gradient-free and gradient-based methods for optimization. For parameter estimation, least-squares formulations and general optimization problem formulations are available. Built-in sensitivity studies are also available, where they compute the sensitivity of an objective function with respect to any parameter in the model.

View a list of studies

  • Stationary
  • Time Dependent
  • Eigenfrequency
  • Eigenvalue
  • Frequency Domain
  • Parametric Sweep
  • Function Sweep
  • Material Sweep
  • Sensitivity
  • Optimization and Parameter Estimation
    • Coordinate Search
    • Monte Carlo
    • Nelder-Mead
    • BOBYQA
    • COBYLA
    • SNOPT
    • MMA
    • Levenberg-Marquardt
A screenshot of a model that has been made parametric in COMSOL Multiphysics. A model has been parameterized. In COMSOL Multiphysics®, models can be made parametric with algebraic relationships between parameters and variables. Parameters can represent geometric dimensions as well as physical properties.

State-of-the-Art Numerical Methods for Accurate Solutions

The equation interpreter in the COMSOL Multiphysics® software delivers the best possible fuel to the numerical engine: the fully coupled system of PDEs for stationary (steady), time-dependent, frequency-domain, and eigenfrequency studies. The system of PDEs is discretized using the finite element method (FEM) for the space variables (x, y, z). For some types of problems, the boundary element method (BEM) can also be used to discretize space. For space- and time-dependent problems, the method of lines is used, where space is discretized with FEM (or BEM), thus forming a system of ordinary differential equations (ODEs). These ODEs are then solved using advanced methods, including implicit and explicit methods for time stepping.

Time-dependent and stationary (steady) problems can be nonlinear, also forming nonlinear equation systems after discretization. The engine in COMSOL Multiphysics® delivers the fully coupled Jacobian matrix, which is the compass that points the nonlinear solver to the solution. A damped Newton method is used for solving the nonlinear system for stationary problems or during time stepping for time-dependent problems. The Newton method then solves a sequence of linear equation systems, using the Jacobian matrix, in order to find the solution to the nonlinear system.

For linear problems (also solved in the steps of the nonlinear solver, see above), the COMSOL® software provides direct and iterative solvers. The direct solvers can be used for small- and midrange-sized problems, while the iterative solvers can be used for larger linear systems. The COMSOL® software provides a number of iterative solvers with cutting-edge preconditioners, such as multigrid preconditioners. These preconditioners provide robustness and speed in the iterative solution process.

The different physics interfaces can also provide the solver settings with suggestions on the best possible default settings for a family of problems. These settings are not hardwired; you can change and manually configure the solver settings directly under each solver node in the user interface to tune the performance for your specific problem. When available, the solvers and other computationally intense algorithms are fully parallelized to make use of multicore and cluster computing. Both shared and distributed memory methods are available for direct and iterative solvers as well as for large parametric sweeps. All steps of the solution process can make use of parallel computing.

View a list of solvers

  • Space discretization:
    • FEM
      • Nodal-based Lagrange elements and serendipity elements of different orders
      • Curl elements (also called vector or edge elements)
      • Petrov-Galerkin and Galerkin least square methods for convection-dominated problems and fluid flow
      • Adaptive mesh and automatic mesh refinement during the solution process
    • BEM
    • Discontinuous Galerkin method
  • Space-time discretization:
    • Method of lines (FEM and BEM for space)
  • ODE and DAE time-stepping solvers:
    • Implicit methods for stiff problems (BDF)
    • Explicit methods for nonstiff problems
  • Nonlinear algebraic systems:
    • Damped Newton methods
    • Double dog-leg
  • Linear algebraic systems:
    • Direct dense solvers: LAPACK
    • Direct sparse solvers: MUMPS, PARDISO, SPOOLES
    • Iterative sparse solvers: GMRES, FGMRES, BiCGStab, conjugate gradients
      • Preconditioners: SOR, Jacobi, Vanka, SCGS, SOR Line/Gauge/Vector, geometric multigrid (GMG), algebraic multigrid (AMG), Auxiliary Maxwell Space (AMS), Incomplete LU, Krylov, domain decomposition
      • All preconditioners can potentially be used as iterative solvers
  • Additional discretization methods are available in add-on products, including particle and ray tracing methods

Extended Visualization and Postprocessing Tools for Publication-Ready Modeling Results

Show off your results to the world. COMSOL Multiphysics® sports powerful visualization and postprocessing tools so that you can present your results in a meaningful and polished manner. You can use the built-in tools or expand your visualizations with derived physical quantities by entering mathematical expressions into the software. Therefore, you can visualize just about any quantity of interest related to your simulation results in COMSOL Multiphysics®.

Visualization capabilities include surface, slice, isosurface, cut plane, arrow, and streamline plots, to name just a few plot types. A range of numerical postprocessing tools are available for evaluation of expressions, such as integrals and derivatives. You can compute the max, min, average, and integrated values of any quantity or derived quantities throughout volumes, on surfaces, along curved edges, and at points. Postprocessing tools specific to certain areas of engineering and science have also been included in many of the physics-based modules.

Exporting Results and Generating Reports with Other Software

You can export data and process it via third-party tools. Numerical results can be exported to text files on the .txt, .dat, and .csv formats as well as to the unstructured VTK format. With LiveLink™ for Excel®, results can be exported to the Microsoft® Excel® spreadsheet software file format (.xlsx). Images can be exported to several common image formats, while animations can be exported in the WebM format and as animated GIF, Adobe® Flash® technology, or AVI files. Reports summarizing the entire simulation project can be exported to HTML (.htm, .html) or Microsoft® Word® software format (.doc).

View a list of results and postprocessing features

  • Visualization
    • Surface plots
    • Isosurface plots
    • Arrow plots
    • Slice plots
    • Streamline plots
    • Contour plots
  • Postprocessing
    • Integration, average, max, and min of arbitrary quantities over volumes, surfaces, edges, and points
    • Custom mathematical expressions including field variables, their derivatives, spatial coordinates, time, and complex-valued quantities
    • Specialized postprocessing and evaluation techniques are included in many of the physics-based modules
  • Import and export
    • Text
    • Microsoft® Excel® .xlsx format
    • Images
    • Animations
    • Mesh
    • CAD formats
    • And more

The sound pressure level in an automotive muffler has been visualized in a surface plot (top) and the transmission loss as a function of frequency has been plotted in a 1D graph (bottom).

Close the Gaps Between Analysis, Design, and Production by Building Simulation Apps

In many organizations, a small group of numerical simulation experts is servicing a much larger group of people working in product development, production, or as students studying physics phenomena and processes. To make it possible for this small group to service the much larger group, the COMSOL Multiphysics® software contains functionality for building simulation apps. The Application Builder allows simulation experts to create intuitive and very specific user interfaces for their otherwise general computer models — ready-to-use custom apps.

The general model can serve as a starting point for several different apps, each with its own restricted input and output options relevant for a specific task. Apps are run on a thin client or through a web browser and can include user documentation, checks for “inputs within bounds”, and predefined reports at the click of a button. You can deploy your finished apps to your design teams, manufacturing departments, process operators, test laboratories, customers, and clients worldwide through network or web access via the COMSOL Server™ app-management and distribution tool.

An example of a model being built using the Model Builder in COMSOL Multiphysics. A helical static mixer model has been created using the Model Builder in the COMSOL Multiphysics® software.
An example of a model being turned into a simulation app using the Application Builder in COMSOL Multiphysics. The helical static mixer model is being turned into a simulation app using the Application Builder in COMSOL Multiphysics®.
An example of a simulation app built using the COMSOL software. The helical static mixer app is ready for use. Even those who lack simulation expertise can analyze the system's mixing efficiency by easily varying the number and dimensions of the blades and the monomers' liquid properties and inlet velocity.

Next Step:
Request a Software

Every business and every simulation need is different. In order to fully evaluate whether or not the COMSOL Multiphysics® software will meet your requirements, you need to contact us. By talking to one of our sales representatives, you will get personalized recommendations and fully documented examples to help you get the most out of your evaluation and guide you to choose the best license option to suit your needs.

Just click on the "Contact COMSOL" button, fill in your contact details and any specific comments or questions, and submit. You will receive a response from a sales representative within one business day.