#kdiehl

sali vom bueb

ToDos for you our friend, due 01.11.2026

• get claude max access from #eschaerer ask the sugar d....
• 1 Selfhosted Livesync get obsidian running
• 08 Remote Connection Guide
• Claude on Euler & Workflow
• install code (accept invite)

  git clone git@github.com:AISCO-IDEAL/code.git

Introduction

You must check the problem: 7 thinking steps!!!

1. Objective: minimise mass, while covering all holes
   • Approach: global_csg, see 2026-10-22 Tim for why are not implementing PatchGrids code
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   • Extension: we want to bore holes and have mass placed most effectively to minimise displacement at hole 0
   • Problem: the problem is problematic, displacement Displacement Losssensitivity is localised to a few holes only, most have no FEA gradient:
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2. Second Experiment: Cantilever Beam cantilever beam, a very standardised literature problem
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   • ginn used to be like this:
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   • then, with some improvements and the addition of latent input concatenation (we add one-dimensional z-values in range(0,1) as add. input to x/y/z values to the SDF), ginn looks like this
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   • csg used to look like this:
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   • with some improvements, we brought it to this:
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   • note that there are still a lot of issues with csg:
3. Diversity (open issues with csg)
   • holes are rarely created:
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   • often, networks dominate, bringing the sdf down to just 17'000 / 67'000 active parameters:
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   • plugs are formed, we don't know why:
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   • fragments are often created at stupid locations, we don't know why:
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4. We are currently deeply analysing the implemented code to then come up with a 3rd experiment that probably needs the architecture to generate sharp edges in the free design space (e.g. trailing edges, Blitzableiter, cutting tool etc)
5. Read through AGENTS.md (for coding policies) (it's on the /code repository)
6. Modular Approach for code

   configs
   ├►global_csg
   ├►ginn
   ├►bench
   ├►drillhole_experiment
   └►cantilever_experiment
   
   scripts
   ├►trigger_global_csg
   ├►trigger_ginn
   └►trigger_benchmark
   
   src/gurken
   ├►approaches/
   ├►experiments/
   ├►losses/
   ├►sampling/
   └►utils/

7. Next steps: see the "dotpm" plugin:
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