deepSPACE is a new design software developed by an aerospace engineer at the University of Illinois at Urbana-Champaign. It is designed to rapidly generate design configurations based on user input, including a 3D CAD model and performance evaluations. The goal of deepSPACE is to revolutionize the engineering and design process by providing a wide range of feasible design concepts in a fraction of the time it would take a human to come up with them.
The software is trained on a mix of historical and simulation data, allowing it to generate a wide variety of design options across different industries. While its initial focus was on physics-related questions, deepSPACE has demonstrated its flexibility by being used in a variety of applications such as aircraft, beams, wheels, and operational logistics networks. It has also been tested with partnerships with large aircraft and automotive companies to ensure its usefulness.
In comparison to older optimization algorithms, deepSPACE is more efficient and can achieve similar results with significantly fewer data points. The software is able to provide valuable insights into design trade-offs and sensitivities, allowing engineers to make informed decisions about their design choices. This efficiency is particularly valuable in aerospace applications where simulation plays a crucial role in the design process.
One of the unique features of deepSPACE is its ability to provide a 3D CAD file as an output, allowing for seamless integration with other design software. This feature sets it apart from other image generating programs that may not provide editable raw files. The software can create a unique design conversation with human engineers, generating designs that may initially seem absurd but ultimately meet the set requirements.
Smart envisions wider use of deepSPACE beyond professional academic and industry professionals, suggesting that even middle schoolers could benefit from using the software. By allowing users to input their design ideas and run simulations to see the outcomes, deepSPACE could potentially be a valuable tool for inspiring creativity and innovation in a younger generation. Overall, deepSPACE represents a new frontier in design software, providing users with a powerful tool for exploring a wide range of design possibilities in a fraction of the time it would take using traditional methods.