For molecular modelers, stabilizing a molecular system before equilibration or simulation can be a stumbling block. Unexpected steric clashes and poor local geometry might pose a real challenge, making the process unpredictable and error-prone. Fortunately, SAMSON’s GROMACS Wizard offers a clear, efficient path to tackle this: the Energy Minimization step.
Energy Minimization (EM) is an essential step that relaxes the molecular structure by resolving steric clashes and optimizing local geometries. This blog post focuses on providing insights into how SAMSON allows you to execute energy minimization workflows with ease and precision, while also highlighting tips that can help you achieve better results.
Why Prepare Before You Minimize?
Before you dive into energy minimization, ensuring that your molecular system or batch project has been properly prepared is crucial. Preparation ensures a smooth transition into the minimization phase. Keep the prepared project folder close at hand, whether you’re working on a single structure or multiple conformations via a batch project.
Setting the Right Inputs
To launch the Energy Minimization step in SAMSON effectively, you must provide the correct input. The GROMACS Wizard supports:
- A GRO file generated from the previous preparation step or a prior energy minimization run.
- A batch project either prepared or generated from earlier steps. For batch runs, it’s recommended to explore the Batch Computations tutorial.
Your journey doesn’t have to stop there—SAMSON simplifies the process further with the auto-fill feature. By clicking on the auto-fill button (
), the system automatically loads the relevant inputs based on previous steps, saving you extra effort. Alternatively, you can manually select your input file by clicking the … button.

Parameters: Default or Custom?
The Parameters section within the Minimize tab is another key asset. By default, GROMACS Wizard populates the energy minimization parameters with settings that are suitable for most systems. However, advanced users can modify them as required. For instance, tolerance limits for energy minimization can be adjusted to refine results.
Want to explore more customization? Click on the All… button (
) to reveal advanced parameter options. Parameters can also be imported from an .MDP file or saved for future use. If in doubt, restoring default settings is just a click away thanks to the Reset button in the advanced parameters window.

Running the Energy Minimization Workflow
Once your inputs and parameters are set, you can choose how and where to execute the energy minimization:
- Generate inputs: Create a project prepared for external processing (e.g., on clusters).
- Minimize locally: Run computations on your PC using GROMACS shipped with SAMSON or a user-specified installation.
- Minimize in the cloud: Useful for large-scale systems, minimizing cloud resources for optimal speed and capacity. Note that Cloud processing requires computing credits.
For most users, clicking Minimize locally is a great starting point. The session progress, including warnings or input issues, is displayed in pop-ups and the Output window, ensuring transparency even for first-time users.
Assessing the Results
As the energy minimization nears completion, SAMSON gives you multiple options for importing and visualizing results. You can choose to import the entire trajectory, the last simulation frame, or specific frame ranges. Furthermore, configurations like centering the system on a specific molecule type (e.g., Protein) make it easier to interpret output data.

Lastly, potential energy plots showcasing energy convergence over time provide a clear visualization of system stability. These plots are automatically saved and are particularly useful for consulting with colleagues or validating results from multiple conformations in batch processes.

By carefully evaluating key variables like potential energy (Epot) and maximum force (Fmax), you can determine the readiness of your system for the next simulation steps.
Conclusion
SAMSON’s GROMACS Wizard provides molecular modelers with a straightforward and efficient workflow for Energy Minimization. By correctly preparing your inputs, fine-tuning—or simply accepting—the parameters, and utilizing its robust workflow options, stabilizing your molecular system becomes less daunting. To delve deeper into energy minimization within SAMSON, visit the official documentation page.
Note: SAMSON and all SAMSON Extensions are free for non-commercial use. You can download SAMSON at samson-connect.net.
