AI-driven generative design automates the exploration of thousands of design permutations, significantly reducing development cycles and costs. Integration of simulation and manufacturing constraints ...

The rise of machine learning has fueled the discovery of new materials and, especially, metamaterials—truss lattices being their most prominent class. While their tailorable properties have been ...

Deep generative neural networks have been used increasingly in computational chemistry for de novo design of molecules with desired properties. Many deep learning approaches employ reinforcement ...

Manufacturing an industrial product that can go viral with your target audience is difficult. There are so many elements that need to be optimized simultaneously: material, utility, space, strength, ...

Innovation is transformative. It’s why we ride in a Mustang instead of on a mustang. Centuries of knowledge now fit in the palm of our hand. Products move from reliable to revolutionary. Yet ideas ...