One of the fundamental challenges in molecular modeling is ensuring a stable starting point for simulations and other calculations. Misaligned atoms, steric clashes, or poor local geometry can lead to unreliable or outright failed results. Energy minimization is a key process to address this issue. With GROMACS Wizard in SAMSON, this step becomes intuitive and accessible, whether you are handling a single structure or a batch project.
Why Energy Minimization Matters
Energy minimization, often abbreviated as EM, focuses on relaxing steric clashes and improving the local geometry of your molecular system. Prior to equilibration or large-scale computations, running EM ensures that your system’s starting state is free of excessive stress or unnatural conformations. This process leads to more realistic and successful equilibration stages and simulations, benefiting both research efficiency and result accuracy.
Getting Started
Once your system has been prepared (check the Preparation step), you can move to the Minimize tab in GROMACS Wizard:

Input selection is straightforward. The Wizard accepts:
- The path to a
.GROfile created either from the preparation step or any previous EM step. - A path to a prepared batch project.
For convenience, you may use the Auto-fill button (
), which automatically retrieves the correct inputs from the previous step in your workflow.

Choosing Parameters
In the Parameters section of the Minimize tab, GROMACS Wizard automatically provides default parameter values that are suitable for most energy minimization runs. These include tolerances, step counts, and more.
If your project requires adjustments, you can modify these values or load a previously saved parameter set using an MDP file. For advanced options, simply click on the All… button (
):

These advanced options let you tailor minimization settings to your specific needs. Always remember to save your preferred settings if you plan to reuse them in future projects!
Running Energy Minimization
GROMACS Wizard allows you to launch EM computations through three different methods:
- Generate inputs: Prepares all input files for use on a local cluster or other computation setup.
- Minimize locally: Runs the minimization using your PC’s computational resources.
- Minimize in the cloud: Often ideal for very large systems, this option leverages cloud resources, requiring computational credits.
In most cases, Minimize locally is a great starting choice. Click the button and watch the progress in the Output window, which provides updates and reports on warnings or issues during the process.
Reviewing Results
Once the calculations are complete, you can import the results directly into SAMSON. Choose from several options to load the final structure, such as importing the last frame or selecting specific ranges. The results will be stored in a project-specific folder, making it easy to manage and organize your outputs.

The Plots section of the Minimize tab provides a graph visualizing the convergence of the system’s potential energy, Epot. This helps confirm if the minimization was successful or requires further adjustments. Below is an example of such a plot:

Next Steps
After a successful energy minimization, ensure that the Epot is sufficiently negative and that the maximum force, Fmax, meets the set tolerance. These metrics are critical before proceeding to the next stages such as NVT Equilibration.
To dive deeper into the process and specifics of energy minimization in SAMSON’s GROMACS Wizard, visit the full documentation at this link.
Note: SAMSON and all SAMSON Extensions are free for non-commercial use. You can download SAMSON at https://www.samson-connect.net.
