Software Developed
NIMSI GitHub Page
Through NIMSI's work on NSF's HAMMER project, the team is developing a new approach to design and manufacturing, putting product needs first and then finding new manufacturing pathways based on the agility of artisans and reproducibility of machines. HAMMER is the hub for technical, commercial, educational and standard setting for Hybrid Autonomous Manufacturing knowledge creation, deployment and commercial development.
Active software development remains in the original upstream repositories maintained by the researchers, students, postdocs, faculty, and collaborating labs who created the work.
Representative projects include:
Computational mechanics
JAX-FEM
JAX-CPFEM
JAX-PF
In-situ monitoring and vision
SMAXI
Confidence-Aware Photometric Stereo
Uncertainty quantification
Deep-UQ
Deep-UQ documentation
ASNO
UQ Model Discrepancy
Digital twins and generative models
DED_DT
PB-GAN
Open-source manufacturing hardware
Dauber
LC-CNC
arcResearch
Automated Forging Clay