RICOS's New CAE System with AI
See the Unseen
RICOS's New CAE System with AI
See the Unseen
Trial and error is the wellspring of creation. Yet at times, it comes at a heavy cost. Development timelines worn down. Limited chances to validate. Decisions with no way back. On the ground, engineers keep searching for answers they cannot yet see. RICOS is redefining the very premise of manufacturing. With proprietary simulation technology free from reliance on experience and intuition, we open new paths for the manufacturing process. AI-CAE explores countless possibilities—breaking through the limits of what manufacturing can be. Now, uncover the form of the unknown.
Solutions
RICOS offers a suite of products designed to revolutionize design and development processes in manufacturing. Our solutions include RICOS Lightning, which leverages AI and machine learning to accelerate simulations, RICOS Generative CAE for automated optimal shape exploration, and the RICOS Production Suite platform. These systems empower engineers to realize their ideal designs with unprecedented speed and precision.
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RICOS Lightning
RICOS Lightning is an application that predicts simulation results using machine learning algorithms. By replacing time-consuming simulations in the design process with RICOS Lightning’s predictions, computation time can be significantly reduced. Our core AI technology, centered on the proprietary “IsoGCN” algorithm, enables detailed learning of 3D geometries, making it ideal for predicting complex shapes used in practical design environments.
Learn moreRICOS Generative CAE
RICOS Generative CAE is a system that automates the loop from shape modification to performance validation, executing hundreds of thousands of iterations to explore and propose optimal designs. Our proprietary CAD system, Truck, handles shape generation and modification with high-speed computation and versatile modeling capabilities. By programming mechanisms that balance constraints with performance requirements, the system supports shape creation for both product refinements and novel design concepts.
Learn moreRICOS Consulting
We provide comprehensive support tailored to your objectives, leveraging cutting-edge machine learning, simulation, and CAD technologies. Our expertise enhances your design and analysis workflows, maximizing the speed and impact of AI-CAE implementation across the manufacturing sector, including automotive, aerospace, electronics, heavy industry, and others.
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Technology
RICOS continuously disseminates cutting-edge research, exploring the fusion of physical simulation and machine learning through the development of innovative technologies such as our proprietary IsoGCN algorithm, FluxGNN fluid prediction model, and the Phlower open-source library. By engaging in collaborative research with academic institutions and presenting at international conferences, we expand the horizons of scientific computing and cultivate the foundational expertise essential for product development.
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Updates
We provide the latest updates on RICOS, including product enhancements, case studies, funding news, and event appearances. Our content covers a broad range of activities, from collaborations with forward-thinking companies to the latest trends in research and technological development.
Learn moreDesigning the Futurewith Science and Technology
Founded in 2015 following founder Yu Ihara's top honors at a University of Tokyo entrepreneurship competition, RICOS is a team of experts in engineering, physics, computational science, and mathematics. Based in Marunouchi, Tokyo, we leverage the synergy of CAE and machine learning to solve complex design and development challenges, pioneering the future of manufacturing through scientific innovation.
Careers
RICOS aims to transform manufacturing by leveraging scientific computing to instantaneously materialize human ideals.
Our team of passionate experts develops CAE platforms like RICOS Production Suite, RICOS Lightning, and RICOS Generative CAE, alongside proprietary machine learning algorithms and consulting services. We are seeking autonomous individuals to join our flexible work environment and help us achieve our goals.
Contact
Please contact us with any challenges or issues regarding design and analysis.
RICOS addresses engineering challenges—such as high simulation costs, fragmented workflows, and limited design exploration—through our proprietary technology combining CAE and machine learning. Whether you have product inquiries, implementation concerns, or technical questions, our expert team is ready to provide tailored support. Please feel free to reach out.
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