For molecular modelers, dealing with steric clashes and suboptimal local geometries often becomes a bottleneck in preparing simulations for advanced equilibration. Whether constructing complex biomolecular systems or refining small molecules, achieving properly minimized structures is an essential step before progressing to equilibration and molecular dynamics simulations. Thankfully, SAMSON’s GROMACS Wizard simplifies this task with its Energy Minimization workflow, ensuring streamlined computation and consistent results.
Why is Energy Minimization Crucial?
Molecular systems, when initially built, often contain steric overlaps or unrealistic local geometries due to constraints during structure assembly, lack of experimental data, or low-quality initial coordinates. Running energy minimization (EM) helps optimize these irregularities by refining atomic positions to correspond to local energy minima, safeguarding the system against potential instabilities during subsequent dynamics simulations.
How the GROMACS Wizard Simplifies Your Workflow
Once your system or batch project is ready after Step 1: Preparation, SAMSON’s GROMACS Wizard provides an accessible and intuitive interface for energy minimization. Simply proceed to the Minimize tab in the GROMACS Wizard, and you can define your input structures, configure parameters, and run the simulations easily.
Selecting Input Structures Made Effortless
When launching the minimization step, you’ll need to specify an input file. This may include a GRO file from the preparation step or results from a previous minimization—or a batch project encompassing multiple conformations.
The tool also offers user-friendly automation. By using the Auto-fill feature (
), you can prefill inputs from the last completed step, helping you skip manual browsing entirely.
If customization is required, you can also manually browse and select input files by clicking the … button for absolute control.

Customizing Energy Minimization Parameters
To cater to diverse needs, the Parameters section of the Minimize tab in GROMACS Wizard provides default optimization settings, suitable for most systems. However, you can customize them further, especially for specific use cases. The MDP file (Molecular Dynamics Parameters) allows control over tolerance levels, the number of minimization steps, and minimization algorithms, accessible through the advanced settings button (
).
For new users or to ensure reproducibility, the Reset functionality enables restoration to default settings, while you can also save custom parameters for reuse in future projects.

Running Minimizations Locally or in the Cloud
GROMACS Wizard offers flexibility in execution, allowing you to:
- Generate inputs for external systems like local clusters,
- Minimize locally on your PC using an integrated GROMACS build or custom installation, or
- Minimize in the cloud, particularly useful for large molecular assemblies.
For most single systems, running the minimization locally is fast and convenient, taking seconds or minutes depending on the complexity of the molecular system.
Evaluating Your Results
On job completion, GROMACS Wizard provides accessible outputs to evaluate whether the results are suitable for progressing forward. Key metrics include:
- Potential energy (
Epot) should be negative and reflect a system optimized to lower energy levels. - Maximum force (
Fmax) should be consistent with the predefined tolerance from your settings, ensuring stability.
Plots of Epot over minimization steps give visual confirmation of convergence. These are auto-generated and can be saved for documentation or further study.

Learn More
To delve deeper into the energy minimization process and explore further guidance, visit the full GROMACS Wizard Energy Minimization documentation.
SAMSON and all SAMSON Extensions are free for non-commercial use. You can get SAMSON here.
