For molecular modelers, preparing a viable molecular simulation system often comes with important challenges, including ensuring there are no steric clashes or unreasonable geometries within the structure. Energy minimization, a critical step in the workflow, addresses these issues. In this blog post, we dive into how the GROMACS Wizard in SAMSON makes the Energy Minimization (EM) process intuitive and efficient for researchers.
Why Energy Minimization?
Energy minimization optimizes the system’s geometry, reducing steric clashes and bringing the molecular system closer to a stable conformation. Without this step, downstream simulations may fail or produce unreliable results due to improper initial configurations. But configuring the necessary inputs and parameters can often feel overwhelming, especially when managing batch projects or custom settings.
Streamlined Input Selection
One of the GROMACS Wizard’s most useful features is its flexibility in managing input structures. Users can choose between:
- A GRO file produced in the preparation step or a previous energy minimization run.
- A batch project from earlier steps (e.g., preparation).
To make this process even more seamless, the Wizard includes an auto-fill button. This button automatically imports the appropriate input file from the previous step, saving time and reducing the chance of user error. Additionally, users can manually locate and select GRO files if needed by clicking the … button.

Adjusting Parameters — When and How?
The Minimize tab of the GROMACS Wizard includes default parameters tailored for common energy minimization procedures. However, advanced users may need to fine-tune settings based on the molecular system. All commonly adjusted parameters, including the energy minimization tolerance (emtol), are available in the Parameters section.
Beyond the basic settings, the Wizard allows access to advanced parameters with the All… button. This feature lets users delve deeper into customization for specific use cases, such as modifying tolerances or step limits to achieve better optimization. Flexibility is further enhanced by options to load parameter files or reset configurations to default values.

Running Energy Minimization
The GROMACS Wizard provides three ways to run energy minimization, covering multiple hardware capabilities and project needs:
- Generate inputs: Outputs ready-to-run files for external clusters.
- Minimize locally: Uses your PC’s computational resources for the task.
- Minimize in the cloud: Processes more resource-heavy computations using SAMSON’s cloud infrastructure (requires computing credits).
For many users, clicking Minimize locally will suffice for small to medium-sized systems. The Output window provides real-time updates on progress, and the minimized configurations are evaluated for key indicators such as potential energy (Epot) and maximum force (Fmax).
Post-Minimization Analysis
After the energy minimization step, the GROMACS Wizard offers tools to visualize and analyze results. Users can:
- Import results as full trajectories or specific frames.
- Check plots showing how potential energy converges during minimization.
Additionally, results are automatically saved in a designated results folder, ensuring that data is organized and readily accessible for further analysis.

The simplified interface, detailed customization options, and robust analysis tools offered by the GROMACS Wizard make energy minimization easier than ever. Whether you’re optimizing small systems locally or leveraging cloud resources for larger projects, the Wizard adapts to your needs.
To learn more about energy minimization in the GROMACS Wizard, visit the official documentation page.
SAMSON and all SAMSON Extensions are free for non-commercial use. You can get SAMSON at https://www.samson-connect.net.
