Matlantis supports large-scale materials discovery. A deep learning model has been incorporated into a conventional physical simulator to increase the simulation speed by tens of thousands of times and to support a wide variety of materials. The deep learning model for Matlantis has been trained with a vast amount of atomic structure data generated by physical simulation on PFN’s supercomputers.
Materials
Functional hybrid material, Lightweight/ high-strength material, Thermic-functional material (heat resistance/storage/conduction/insulation etc.), Electric material (superconductors/dielectrics/semiconductors etc.), Photonic material (EL/ LED/ Liquid crystal/ Optical disk etc.), Magnetic-functional material, Biocompatible material, Catalyst, Coating material, Paint/ink, Precision plating, Biodegradable plastic, Film/sheet, Others
IT & Electoronics
5G/6G related techniques, Quantum computer, Photonic device, Next-generation display, Virtual reality/ augmented reality technology, IoT/ M2M application & middleware, Artificial intelligence(AI)/ deep learning, Micromachine, Nanomachine, Advanced semiconductor, Organic electroluminescence, Robotic, Wearable device, Others
Automobile
Solid-state battery, Lithium ion battery, Fuel cell / Air battery, Lightening material, Coating, Vehicle sensor, Display, Emission control system, Thermal management, Others
Environment & Energy
Fuel cell, Solar battery, Secondary battery, Energy harvesting, Energy storage, Photo catalyst, Environment evaluation, monitoring, Environment sensor, Environment restoration material, Technology to reduce environmental pollutant, Biomass, Water / soil clean-up technology, Nano membranes, Nano structure catalyst, Others
Biotechnology
Antibacterial / antiviral material, Regenerative medicine material, DNA manipulation, DNA chip, DDS(Drug Delivery System), Bio reactor, Health care chip, Biosensor, Molecular imaging, Medicinal product, Medical/diagnostic device, Wearable device, Medical robot, Care/welfare/assist suit, Cosmetic material, Cosmetic processing technology, Functional food, Food analysis, Others
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