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UW-ERSL / TOuNN

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[Question] How to Run 3D Version #2

Open rydeveraumn opened 1 year ago

rydeveraumn commented 1 year ago

Hey @aadityacs! This is some really cool work you have done here. Is there a way to run the 3D version that was explored in your paper? Thank you for the help.

aadityacs commented 1 year ago

Hi @rydeveraumn ,

Unfortunately the 3D solver happens to be under private wraps. Sorry about that

rydeveraumn commented 1 year ago

Hey @aadityacs! That makes sense to me! I was just hoping I wasn't overlooking something. Thank you for the info. Would you be able to link me to some resources about how to tackle the 3D FEA? If you have time of course if not no worries.

mohamed82008 commented 1 year ago

Shameless self promotion: TopOpt.jl (https://github.com/JuliaTopOpt/TopOpt.jl) allows you to implement the TOuNN approach quite easily using any NN architecture from https://github.com/FluxML/Flux.jl. See an example doing something similar in https://github.com/JuliaTopOpt/TopOpt.jl/blob/master/test/examples/neural.jl. TopOpt.jl supports 2D and 3D domains.

rydeveraumn commented 1 year ago

Nice! I will take shameless self promotion as long as I can learn some cool new things! Thanks for the resources! Julia too that is nice! I've heard there are some pretty nice speed ups in comparison with Python.

mohamed82008 commented 1 year ago

Feel free to join our #topopt channel on the Julia slack https://julialang.org/slack/ and say hi. We meet every 2 weeks to discuss anything topopt in Julia, open invitation.

mohamed82008 commented 1 year ago

Sorry @aadityacs for hijacking this issue.

aadityacs commented 1 year ago

No worries @mohamed82008 i might join the slack and say hello to! Glad to learn from the discussion there

And @rydeveraumn if you are considering starting out do consider Julia too! Imo it's definitely friendlier too and you don't have to bother vectorizing everything like in python

mohamed82008 commented 1 year ago

Please do!

rydeveraumn commented 1 year ago

Hey @aadityacs! Nice to chat again :) I had a question do you have any repositories/work on thermal topology optimization?

aadityacs commented 10 months ago

Late reply @rydeveraumn but you can find some implementation here https://github.com/UW-ERSL/AuTO