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metadata
title: README
emoji: 🧬
colorFrom: green
colorTo: blue
sdk: static
pinned: false
short_description: Organization card for MORAD

MORAD

Reinforcement Learning with Multi-Objective Rewards for RNA Inverse Design

MORAD post-trains a single backbone-conditioned RNA diffusion policy online with a six-objective reward covering tertiary geometry, base pairing, ensemble behavior and sequence composition. The trained policy designs sequences for a new target backbone directly, with no per-target optimization.

🧬 MORAD-RIDE the released model, post-trained from pretrained RIDE
📦 MORAD-Targets 527 training and 153 test RNA backbone targets
💻 Code training, evaluation and reproduction scripts
🌐 Project page overview, method and results