Cases
We've highlighted some of the most notable examples from user interviews, simulation cases, and research papers. Browse by category to explore the details that interest you.
Featured Cases
Featured Customer Stories
It was impossible to predict based on past experience or intuition.
Creating new combinations and encounters
Kuraray Co., Ltd.Chemical
Combined with AI and experimental data, computational chemistry contributes to raising the level of research and development. “We expect that it can be a powerful tool to compete globally.”
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From left to right: Dr. Kamata, Senior Manager of the Planning and Administration Department And Digital Solution Department, Research and Development Division, Mr. Sugoh, General Manager of the Research and Development Division, and Dr. Miura, Manager of the Digital Solution Department established within the Research and Development Division
Featured Calculation Examples
SiO₂ Dry Etching Simulation Using LightPFP
semiconductor
In semiconductor manufacturing, the etching of silicon dioxide (SiO2, also known as silica) layers is a core microfabrication technique. As integrated circuits become more advanced, dry etching has become essential for precise patterning and has been driving active research and development. …
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Featured Published Papers
Crystal structure prediction of organic molecules by machine learning-based lattice sampling and structure relaxation
Predicting the crystal structures of organic molecules remains a formidable challenge due to intensive computational cos…
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Search for cases by category
List of customer cases
We will introduce the background, challenges, usage methods, and results obtained by companies that have introduced Matlantis. Through real voices from the field, we will provide you with hints that will be useful when considering introducing Matlantis.
List of calculation examples
We will introduce specific simulation examples using Matlantis for various material systems. You can see how high speed and high accuracy calculations are achieved.
List of published papers
This site mainly features papers published by Matlantis users about research using Matlantis, as well as papers about machine learning potential and PFP, which are core technologies of Matlantis.
How to cite
For information on how to cite Matlantis papers and case studies, please see the link below.
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Beyond Human Intuition — with Matlantis
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