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MATILDA.FT: A mesoscale simulation package for inhomogeneous soft matter.
Zuzanna M Jedlinska1, Christian Tabedzki2, Colin Gillespie2
1Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA.
The Journal of Chemical Physics
|July 5, 2023
Summary
We released MATILDA.FT, a novel GPU-accelerated software combining particle and field-theoretic simulations for mesoscopic systems. This powerful tool efficiently models complex materials like polymers and liquid crystals.
Area of Science:
- Computational Physics
- Materials Science
- Software Engineering
Background:
- Mesoscopic simulations are crucial for understanding complex materials.
- Existing simulation packages often lack the ability to integrate diverse simulation methodologies.
- Efficient, massively parallel computation is needed for large-scale mesoscopic modeling.
Purpose of the Study:
- To introduce MATILDA.FT, a new, massively parallel, GPU-accelerated software package.
- To present a unified simulation package combining coarse-grained particle dynamics and field-theoretic methods.
- To provide an accessible, extendable, and efficient tool for mesoscopic simulations.
Main Methods:
- Development of a CUDA/C++ object-oriented software leveraging Thrust library acceleration.
- Implementation of massively parallel algorithms for efficient computation on GPUs.
- Integration of both coarse-grained particle dynamics (Langevin, Dissipative particle dynamics) and field-theoretic simulations.
Main Results:
- MATILDA.FT is the first software to combine coarse-grained particle and field-theoretic simulations.
- The software demonstrates efficient simulation of various mesoscopic systems, including polymer solutions, nanoparticle-polymer interfaces, peptide models, and liquid crystals.
- The object-oriented design facilitates code understanding and extension.
Conclusions:
- MATILDA.FT offers a powerful and versatile platform for mesoscopic simulations.
- The software enables efficient harnessing of GPU parallelism for complex material modeling.
- Public release of source code, documentation, and examples promotes accessibility and further development.
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