One of the most common challenges molecular modelers face is ensuring systems are free from steric clashes or inappropriate geometry before proceeding with advanced simulations. A poorly prepared system can lead to errors or inefficient simulations. That’s where the Energy Minimization (EM) step in SAMSON’s GROMACS Wizard comes into play, providing an effective and user-friendly way to stabilize your system.
Once your molecular system or batch of projects has been prepared, running energy minimization is essential. This step ensures the system’s geometry is optimized and ready for simulations. Here’s a closer look at how SAMSON simplifies this critical process.
Choosing Your Input Structure
The first step in the energy minimization process involves selecting a proper input structure. GROMACS Wizard allows you to:
- Use the path to a GRO file from the preparation step or a previous energy minimization run.
- Specify the path to a batch project prepared beforehand or generated in previous steps.
The user-friendly interface provides options to auto-fill the input path using the “Auto-fill” button. This feature saves time by automatically retrieving the previous project’s data, as shown below:

You can also manually choose a GRO file by clicking the “…” button, offering greater flexibility for custom setups.
Fine-Tuning Parameters
Unlike manual setups, SAMSON preconfigures GROMACS molecular dynamics parameters with default values optimized for typical energy minimization tasks. This ensures quick and smooth operation while allowing for customization if needed.
To modify these settings, navigate to the Parameters section under the Minimize tab. Advanced users can click the All… button for an extended list of parameters, enabling precise control over the minimization process. Returning to defaults is as easy as hitting the Reset button, and you can save or load parameters from an MDP file for future use. Here’s how the parameter section is structured visually:

Running Energy Minimization
One of SAMSON’s key strengths is its flexibility, accommodating a range of computational setups:
- Generate inputs for running on a local cluster or external environments.
- Minimize locally on your PC using the included GROMACS version or a custom one specified in settings.
- Minimize in the cloud for larger systems requiring more resources. Note that this option utilizes computational credits.
For local runs, progress is displayed in the Output window, and you can check tasks and their statuses via the Local jobs button. SAMSON’s job manager ensures that you can continue working during computations, a significant advantage if you need to multitask!
Checking and Importing Results
Upon completion, you can choose to import the entire trajectory, the last frame, or a range of frames. Additional options, such as system centering and periodic boundary condition treatments, provide tailored results. Here’s an example interface for importing the last frame while centering on the protein:

Results are saved in folders named with the launch date and time for easy retrieval. Additionally, SAMSON generates plots of the potential energy (Epot) evolution during the minimization process. These visualizations help ensure steady energy convergence, as demonstrated here:

Monitoring potential energy (Epot) and maximum force (Fmax) in the output is crucial. Values outside expected ranges may require adjustments in parameters or additional steps for stability, ensuring successful simulations.
Energy minimization doesn’t have to feel like a hurdle. Thanks to GROMACS Wizard’s intuitive design, SAMSON enables modelers to prepare stable systems with minimal effort and maximum flexibility.
To dive deeper into the energy minimization workflow, visit the full documentation here.
Note: SAMSON and all SAMSON Extensions are free for non-commercial use. Get started today by downloading SAMSON at https://www.samson-connect.net.
