One of the most critical pain points for many molecular modelers is dealing with steric clashes or poor local geometry in a system. These imperfections can undermine downstream simulations, leading to unreliable results or even failed processes. Enter energy minimization, a crucial step in the molecular dynamics workflow, efficiently handled with the GROMACS Wizard in the SAMSON platform.
Why Energy Minimization Matters
Before diving into equilibration and simulation stages, energy minimization ensures that your molecular system is more stable by resolving steric clashes and positioning atoms at energetically favorable states. Neglecting this step can leave your system overly strained, resulting in unpredictable or inaccurate outcomes during later stages.
Simplifying the Process with GROMACS Wizard
The GROMACS Wizard in SAMSON offers a straightforward way to carry out energy minimization, even if you are dealing with multiple conformations. The interface integrates essential features to simplify setup and execution, making it suitable for both experienced users and newcomers to the field.
Step 1: Preparing Your Input Structure
When you launch the Energy Minimization step, you need either:
- A GRO file—either prepared in the previous preparation step or produced during an earlier minimization step.
- A batch project—helpful when minimizing multiple conformations simultaneously, with instructions clearly laid out in related batch tutorials.
For convenience, the GROMACS Wizard provides an auto-fill button that automatically loads input paths from the previous steps. Prefer to manually select your input? Simply browse for the GRO file or batch project using the … button.

Step 2: Fine-Tuning the Parameters
In the Minimize tab, the GROMACS Wizard allows you to define critical molecular dynamics parameters for energy minimization. By default, these parameters are optimized for general use cases, allowing you to get started immediately. However, advanced users can adjust tolerance thresholds, step sizes, and other factors to better suit their specific system. These advanced settings can be accessed via the All… button, giving you complete control over the minimization process. Below is a look at the intuitive user interface for parameter selection:

Need to restore to default values? A single click on the Reset button will do the trick. For advanced workflows, you can also load custom parameters from an MDP file or save your parameters for reuse across projects.
Step 3: Running the Minimization
With all inputs and parameters set, you’re ready to minimize. The GROMACS Wizard offers three execution options:
- Generate Inputs: Prepare files to run your project elsewhere, such as on a local HPC cluster.
- Minimize Locally: Use your computer to run the minimization with the shipped GROMACS or a custom version defined in your settings.
- Minimize in the Cloud: Handles resource-intensive systems by computing in the cloud (note: requires computing credits).
Minimization typically takes a few seconds to a minute, after which you can monitor progress in the Output window.
Step 4: Validating Results
After the minimization completes, the GROMACS Wizard generates a comprehensive output, including the potential energy (Epot) and the maximum force (Fmax) of the system. These metrics help determine if further adjustments are needed before proceeding to equilibration. Here’s an example of the detailed output view:

If modifications are necessary, you can easily re-run the process by tweaking the parameters or integrating new steps based on prior results.
Useful Plots at Your Fingertips
A major added value here is that the GROMACS Wizard automatically generates a potential energy plot to visualize the minimization process. For batch projects, individual plots for each subproject are also provided. You can save these plots with a single click for your records:

To learn more about how to make the most of energy minimization and explore advanced settings, visit the official documentation page.
Note: SAMSON and all SAMSON Extensions are free for non-commercial use. Download SAMSON today from SAMSON Connect and start exploring!
