Articles
Engineering write-ups and analysis from DeepUnity.
Why inverse-surrogate ML model failed in practical jumper design?
Why inverse-surrogate generative design is brittle for jumpers and a forward-only alternative that matches engineering practice.
What Drives Jumper Unity Values?
Feature-importance and ablation study of our BiLSTM model used for per-element unity prediction.