Member proposals
What the collective is building next.
P-01
SE(3) airfoil diffusion
Open PDF → P-02SD-Former — biosignals
Open PDF → P-03EPGNN — seismic graph network
Open PDF → P-04Hybrid weather forecasting
Open PDF → P-05Earthquake predictor
Open PDF → P-06CC-FNO-E — fluid dynamics
Open PDF → P-07VAE-BO drag reduction
Open PDF → P-08HF-Bench — heart failure
Open PDF → P-09Species extinction risk
Open PDF → P-10Data-mixture interpolation
Open PDF → P-11Heterocycle synthesis
Open PDF → P-12TriHet-Py
Open PDF → P-13TriHet-Py — synthesis
Open PDF → P-14SympScale
Open PDF → P-15Mnemosyne
Open PDF → P-16Ankur Sharma
Open PDF → P-17Anubhav C.
Open PDF → P-18Arya Addagarla
Open PDF → P-19Olivia
Open PDF → P-20Combined proposals — v2
Open PDF →
Proposal outline — members only
1 · Problem — what and why, 2–4 sentences
2 · Approach — model / method, and why this one
3 · Dataset — source, size, preprocessing
4 · Metrics — how you'll know it worked
5 · Compute — training time, memory, dependencies
6 · Deliverables — model, paper, demo
7 · Risk — what breaks first, and plan B