When dealing with molecular systems, a common pain point for modelers is ensuring proper structure stability and eliminating steric clashes before performing simulations. This is where energy minimization comes into play, and the GROMACS Wizard in SAMSON offers an efficient solution for this essential step.
Why Energy Minimization Matters
Before running equilibration or dynamic simulations, minimizing energy is critical for addressing poor local geometry and steric clashes, which can negatively impact the accuracy of your results. The GROMACS Wizard simplifies this process, providing a step-by-step guided workflow to achieve reliable structures quickly—without diving into complex command-line tools.
How to Start: Inputs
To initiate energy minimization in GROMACS Wizard, you’ll need to provide one of the following inputs:
- A GRO file from the previous preparation step or the output from a previous energy minimization.
- A batch project that has been prepared in advance or resulted from other steps for multi-conformation workflows.
If you’ve already prepared your system, a single-click auto-fill button helps automatically add the necessary paths for input files. Alternatively, you can manually select your input using the … button. Here’s an example of the intuitive selection interface offered by the GROMACS Wizard:

Choosing and Setting Parameters
One of the key benefits of using the GROMACS Wizard is its default parameter setup, which is typically well-calibrated for most energy minimization tasks. Found in the Parameters section of the Minimize tab, these values govern critical aspects such as energy minimization tolerances.
If needed, advanced users can adjust all essential GROMACS parameters by clicking on the All… button. These parameters can also be saved for reuse or applied across similar projects for consistency. Here’s a look at the parameter section for energy minimization:

Running the Computation: Local vs. Cloud
The GROMACS Wizard offers three execution methods for energy minimization:
- Generate inputs: Prepares project files for external clusters or systems.
- Minimize locally: Processes the calculation on your PC using either the built-in GROMACS or a custom version if specified.
- Minimize in the cloud: Ideal for large systems, utilizing remote computational power (credits required).
Most modelers typically choose to minimize locally for smaller systems. During computation, the progression is shown in an Output window while the application remains usable for other tasks. This is made possible by the GROMACS Wizard job manager, which tracks local jobs and their current status.
Importing Results and Checking Success
Once the energy minimization is complete, you have several options for importing results. You can load the entire trajectory or only the final frame, with settings for centering and periodic boundary condition adjustments:

To confirm the success of the minimization, check for:
- A negative potential energy (Epot), typically in the range of 105–106 for a protein in water, depending on the system size.
- A maximum force (Fmax) within the threshold defined in the minimization parameters (e.g., emtol = 1000.0).
If the results seem off—for instance, if Fmax exceeds the threshold—you may need to revisit parameters or extend the minimization steps.
Visualizing Convergence
A valuable feature of the GROMACS Wizard is its ability to generate plots of the system’s potential energy evolution over the minimization steps. These plots are automatically saved and available for each project:

These visual aids provide an intuitive way to assess convergence and can be shared for collaborative evaluations.
For a deeper dive into energy minimization with the GROMACS Wizard, visit the official documentation.
SAMSON and all SAMSON Extensions are free for non-commercial use. You can get SAMSON at https://www.samson-connect.net.
