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Muraoka Lab
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A lab that uses computation and data to streamline the synthesis of materials such as zeolites.
AboutAbout the lab
Making materials with the power of computers.
The Muraoka Lab studies the synthesis of materials using computation and data science.
Obtaining high-performance materials requires painstaking trial-and-error synthesis experiments to control the positions of atoms.
The lab streamlines this trial and error with materials informatics methods, and creates materials with unusual atomic positions and compositions.
It focuses in particular on zeolites, which are porous crystalline materials.
Key terms
- Materials Informatics
- A method of efficiently searching for and designing new materials using computation, data science, and machine learning
- Machine Learning
- A technology that lets computers learn rules and patterns from large amounts of data
- Zeolite
- A crystalline material in which pores too small to see are arranged in a regular pattern
ResearchResearch themes
The lab takes an integrated approach to the synthesis of crystalline materials, combining experiments, theoretical calculations, machine learning, and data science. It works to streamline synthesis experiments for which no established guidelines existed, and to crystallize materials with unusual atomic positions and compositions.
View More ↗MembersFaculty
The members of the Muraoka Lab are faculty members and doctoral students.As of 2026
- Associate ProfessorKoki MuraokaPublications ↗
VoicesStudent voices
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Report an errorAbout the images
The top and research theme images are illustrative and were not taken at the lab. They are cropped from Wikimedia Commons images. Cropped CC BY-SA images are provided under the same CC BY-SA license as the original (version shown on each line).
- Top image: “MFI zeolite structure” Prashant Kumar et al. / CC BY 4.0 (cropped)
- Related lab (Wakihara Lab): “Freiberg, Terra mineralia, Stellerit, Laumontit, Apophyllit” Dguendel / CC BY 4.0 (cropped)
- Related lab (Yamada-Kitada Lab): “Lithium-ion coin cell batteries in laboratory testing fixture” Chingo K / CC BY 4.0 (cropped)
- Related lab (Tung Lab): “Molybdenite-238917” Robert M. Lavinsky / CC BY-SA 3.0 (cropped)
- Related lab (Nakayama Lab): “4-Nitrobenzoic-acid-elpot-3D-vdW” Andreas Klamt / CC BY-SA 3.0 (cropped)
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