Osium AI’s Platform Figured Out Optimal Cryogenic Alloy Solutions for Aperam in A Matter Of Minutes
Osium AI’s Platform Figured Out Optimal Cryogenic Alloy Solutions for Aperam in A Matter Of Minutes
Osium AI’s Platform Figured Out Optimal Cryogenic Alloy Solutions for Aperam in A Matter Of Minutes
October 31st, 2024
Osium AI, with its pioneering AI-powered materials development platform, partnered with Aperam, a global leader in alloy innovation. This case study explores their collaborative partnership, showcasing the transformative results Aperam achieved by utilizing Osium AI’s cutting-edge technology.
Aperam stands out as a leader in advanced stainless steel and specialty alloys, renowned for its commitment to innovation and sustainability. By leveraging cutting-edge technologies and fostering a culture of excellence, Aperam consistently delivers high-quality products that meet the evolving needs of its global customers. The company's dedication to research and development drives continuous improvement and adaptability, ensuring that its solutions not only excel in performance but also contribute to a more sustainable future. With a focus on performance, sustainability, and customer satisfaction, Aperam remains at the forefront of the metallurgy industry, setting new standards for quality and innovation.
Driven by their dedication to leading materials innovation, Aperam partnered with Osium AI for its groundbreaking AI-powered platform, which accelerates the development of new materials. Today, Osium AI and Aperam are unveiling their partnership, focused on enabling faster development of cutting-edge alloys through AI.
Aperam chose to utilize Osium’s AI-powered solution to model the development of a cryogenic alloy, a project that had involved three years of research and development. Their aim was to leverage Osium AI’s technology to significantly shorten development cycles and identify an optimal alloy within just a few weeks.
Let’s delve into a success story that highlights the achievements of their collaboration.
Why Aperam embraced Osium AI’s pioneering technologies to enhance their R&D
Why Aperam embraced Osium AI’s pioneering technologies to enhance their R&D
Why Aperam embraced Osium AI’s pioneering technologies to enhance their R&D
To develop the new cryogenic alloy, Aperam had relied on traditional methods for formulation and characterization. They began by manually reviewing literature to identify promising solutions, then conducted numerous iterations and physical tests, making the process both time-consuming and costly. As a pioneer in integrating innovative solutions to enhance R&D, Aperam sought to streamline and accelerate their alloy development. Naturally, they partnered with Osium AI, pioneer and leader in its AI-powered platform for materials R&D, to accelerate their processes and drive further innovation.
To develop the new cryogenic alloy, Aperam had relied on traditional methods for formulation and characterization. They began by manually reviewing literature to identify promising solutions, then conducted numerous iterations and physical tests, making the process both time-consuming and costly. As a pioneer in integrating innovative solutions to enhance R&D, Aperam sought to streamline and accelerate their alloy development. Naturally, they partnered with Osium AI, pioneer and leader in its AI-powered platform for materials R&D, to accelerate their processes and drive further innovation.
To develop the new cryogenic alloy, Aperam had relied on traditional methods for formulation and characterization. They began by manually reviewing literature to identify promising solutions, then conducted numerous iterations and physical tests, making the process both time-consuming and costly. As a pioneer in integrating innovative solutions to enhance R&D, Aperam sought to streamline and accelerate their alloy development. Naturally, they partnered with Osium AI, pioneer and leader in its AI-powered platform for materials R&D, to accelerate their processes and drive further innovation.
Background of the alloy development use case
Background of the alloy development use case
Background of the alloy development use case
Aperam provided Osium AI with the specifications for an alloy they aimed to develop, encompassing a wide range of constraints and over 20 target parameters, including mechanical properties, thermal properties, corrosion resistance, and composition constraints. These parameters were defined across various temperatures, including cryogenic temperatures due to the alloy’s intended application. The high dimensionality of the problem added to its complexity, as many properties appeared challenging to optimize simultaneously. For instance, while certain metallic elements improved mechanical properties, they adversely affected thermal properties. This made it particularly difficult to quickly identify an optimal solution that met all the requirements.
Aperam provided Osium AI with the specifications for an alloy they aimed to develop, encompassing a wide range of constraints and over 20 target parameters, including mechanical properties, thermal properties, corrosion resistance, and composition constraints. These parameters were defined across various temperatures, including cryogenic temperatures due to the alloy’s intended application. The high dimensionality of the problem added to its complexity, as many properties appeared challenging to optimize simultaneously. For instance, while certain metallic elements improved mechanical properties, they adversely affected thermal properties. This made it particularly difficult to quickly identify an optimal solution that met all the requirements.
Aperam provided Osium AI with the specifications for an alloy they aimed to develop, encompassing a wide range of constraints and over 20 target parameters, including mechanical properties, thermal properties, corrosion resistance, and composition constraints. These parameters were defined across various temperatures, including cryogenic temperatures due to the alloy’s intended application. The high dimensionality of the problem added to its complexity, as many properties appeared challenging to optimize simultaneously. For instance, while certain metallic elements improved mechanical properties, they adversely affected thermal properties. This made it particularly difficult to quickly identify an optimal solution that met all the requirements.
Osium AI was able to effectively handle the limited number of available data points
Osium AI was able to effectively handle the limited number of available data points
Osium AI was able to effectively handle the limited number of available data points
Osium’s AI-powered platform was customized to address Aperam’s specific alloy development challenges. Initially, limited data was available due to the highly innovative nature of the alloy Aperam sought to develop, coupled with their specific constraints. As a result, Osium AI had to work with a small, unstructured, and incomplete set of experimental data points. However, Osium’s AI technology is designed to handle datasets with sparse and limited experiments, thanks to its proprietary algorithms and the advanced training processes of its models. Therefore, despite the data limitations, Osium AI’s platform was able to extract valuable insights and effectively leverage its AI technology to model the alloy's behavior in line with Aperam's requirements.
Osium’s AI-powered platform was customized to address Aperam’s specific alloy development challenges. Initially, limited data was available due to the highly innovative nature of the alloy Aperam sought to develop, coupled with their specific constraints. As a result, Osium AI had to work with a small, unstructured, and incomplete set of experimental data points. However, Osium’s AI technology is designed to handle datasets with sparse and limited experiments, thanks to its proprietary algorithms and the advanced training processes of its models. Therefore, despite the data limitations, Osium AI’s platform was able to extract valuable insights and effectively leverage its AI technology to model the alloy's behavior in line with Aperam's requirements.
Osium’s AI-powered platform was customized to address Aperam’s specific alloy development challenges. Initially, limited data was available due to the highly innovative nature of the alloy Aperam sought to develop, coupled with their specific constraints. As a result, Osium AI had to work with a small, unstructured, and incomplete set of experimental data points. However, Osium’s AI technology is designed to handle datasets with sparse and limited experiments, thanks to its proprietary algorithms and the advanced training processes of its models. Therefore, despite the data limitations, Osium AI’s platform was able to extract valuable insights and effectively leverage its AI technology to model the alloy's behavior in line with Aperam's requirements.
The outstanding outcomes that Osium AI’s platform enabled Aperam to achieve
The outstanding outcomes that Osium AI’s platform enabled Aperam to achieve
The outstanding outcomes that Osium AI’s platform enabled Aperam to achieve
Osium’s AI-powered platform was able to predict key properties for Aperam’s specifications within minutes, eliminating the need for extensive physical testing. In addition, the platform quickly recommended multiple alloy solutions that met Aperam’s requirements, all within a matter of minutes.
Aperam uncovered exciting innovation opportunities using Osium AI’s platform. In just minutes, the platform identified the optimal alloys family which encompassed the alloy Aperam had developed after extensive R&D. Identifying the right alloys chemical space in a matter of minutes represents significantR&D time saved. One third of the research time would have been saved approximately from Aperam’s perspective. The platform was also able to generate entirely new solutions that Aperam had not previously explored. Aperam’s metallurgy experts were impressed by the platform's ability to extrapolate beyond known chemical compositions to find novel candidates, unlocking further innovation in metallurgy. The platform’s capability to generate optimal alloy solutions in a fraction of the time - compared to the months typically required by traditional R&D processes - proved transformative.
Osium’s AI-powered platform was able to predict key properties for Aperam’s specifications within minutes, eliminating the need for extensive physical testing. In addition, the platform quickly recommended multiple alloy solutions that met Aperam’s requirements, all within a matter of minutes.
Aperam uncovered exciting innovation opportunities using Osium AI’s platform. In just minutes, the platform identified the optimal alloys family which encompassed the alloy Aperam had developed after extensive R&D. Identifying the right alloys chemical space in a matter of minutes represents significantR&D time saved. One third of the research time would have been saved approximately from Aperam’s perspective. The platform was also able to generate entirely new solutions that Aperam had not previously explored. Aperam’s metallurgy experts were impressed by the platform's ability to extrapolate beyond known chemical compositions to find novel candidates, unlocking further innovation in metallurgy. The platform’s capability to generate optimal alloy solutions in a fraction of the time - compared to the months typically required by traditional R&D processes - proved transformative.
Osium’s AI-powered platform was able to predict key properties for Aperam’s specifications within minutes, eliminating the need for extensive physical testing. In addition, the platform quickly recommended multiple alloy solutions that met Aperam’s requirements, all within a matter of minutes.
Aperam uncovered exciting innovation opportunities using Osium AI’s platform. In just minutes, the platform identified the optimal alloys family which encompassed the alloy Aperam had developed after extensive R&D. Identifying the right alloys chemical space in a matter of minutes represents significantR&D time saved. One third of the research time would have been saved approximately from Aperam’s perspective. The platform was also able to generate entirely new solutions that Aperam had not previously explored. Aperam’s metallurgy experts were impressed by the platform's ability to extrapolate beyond known chemical compositions to find novel candidates, unlocking further innovation in metallurgy. The platform’s capability to generate optimal alloy solutions in a fraction of the time - compared to the months typically required by traditional R&D processes - proved transformative.
“With Osium AI’s platform, we were able to identify an optimal alloy solution that met our specifications in just one morning.”
Pierre-Louis Reydet, Metallurgy Expert at Aperam
“With Osium AI’s platform, we were able to identify an optimal alloy solution that met our specifications in just one morning.”
Pierre-Louis Reydet, Metallurgy Expert at Aperam
“With Osium AI’s platform, we were able to identify an optimal alloy solution that met our specifications in just one morning.”
Pierre-Louis Reydet, Metallurgy Expert at Aperam
“Osium AI’s platform could have saved us months of work in developing this new cryogenic alloy.”
Hervé Fraisse, Head of R&D Department at Aperam
“Osium AI’s platform could have saved us months of work in developing this new cryogenic alloy.”
Hervé Fraisse, Head of R&D Department
“Osium AI’s platform could have saved us months of work in developing this new cryogenic alloy.”
Hervé Fraisse, Head of R&D Department at Aperam
Seamless integration of Osium AI’s platform
Osium AI’s platform, leveraging its proprietary and advanced AI technology for materials development, is designed with exceptional user-friendliness in mind. Its intuitive interface simplifies complex processes, allowing users to navigate and utilize its powerful features with ease. The platform’s streamlined workflows ensure that even those new to AI can quickly get up to speed, while its robust functionality supports experienced users in conducting sophisticated analyses and generating insights. With its seamless integration into existing R&D systems, Osium AI’s platform accelerates the innovation process, making cutting-edge materials more efficient than ever before.
Osium AI’s platform, leveraging its proprietary and advanced AI technology for materials development, is designed with exceptional user-friendliness in mind. Its intuitive interface simplifies complex processes, allowing users to navigate and utilize its powerful features with ease. The platform’s streamlined workflows ensure that even those new to AI can quickly get up to speed, while its robust functionality supports experienced users in conducting sophisticated analyses and generating insights. With its seamless integration into existing R&D systems, Osium AI’s platform accelerates the innovation process, making cutting-edge materials more efficient than ever before.
Osium AI’s platform, leveraging its proprietary and advanced AI technology for materials development, is designed with exceptional user-friendliness in mind. Its intuitive interface simplifies complex processes, allowing users to navigate and utilize its powerful features with ease. The platform’s streamlined workflows ensure that even those new to AI can quickly get up to speed, while its robust functionality supports experienced users in conducting sophisticated analyses and generating insights. With its seamless integration into existing R&D systems, Osium AI’s platform accelerates the innovation process, making cutting-edge materials more efficient than ever before.
“Osium AI’s powerful platform was highly user-friendly, allowing for seamless and flawless integration into our experimental workflow.”
Amélie Taieb, R&D Engineer
“Osium AI’s powerful platform was highly user-friendly, allowing for seamless and flawless integration into our experimental workflow.”
Amélie Taieb, R&D Engineer
“Osium AI’s powerful platform was highly user-friendly, allowing for seamless and flawless integration into our experimental workflow.”
Amélie Taieb, R&D Engineer
This success story highlights how Aperam and Osium AI successfully demonstrated the potential of Osium AI’s platform to drive future breakthroughs in alloy development. Building on this achievement, both companies are eager to continue their collaboration to accelerate innovation and bring new developments to life. Stay tuned for more updates on this exciting and impactful partnership!
Find out more about our solutions and see them in action by clicking below:
This success story highlights how Aperam and Osium AI successfully demonstrated the potential of Osium AI’s platform to drive future breakthroughs in alloy development. Building on this achievement, both companies are eager to continue their collaboration to accelerate innovation and bring new developments to life. Stay tuned for more updates on this exciting and impactful partnership!
Find out more about our solutions and see them in action by clicking below:
This success story highlights how Aperam and Osium AI successfully demonstrated the potential of Osium AI’s platform to drive future breakthroughs in alloy development. Building on this achievement, both companies are eager to continue their collaboration to accelerate innovation and bring new developments to life. Stay tuned for more updates on this exciting and impactful partnership!
Find out more about our solutions and see them in action by clicking below:
