2 papers
cs.LG2025
Discriminative protein sequence modelling with Latent Space Diffusion
Eoin Quinn, Ghassene Jebali, Maxime Seince +1
We explore a framework for protein sequence representation learning that decomposes the task between manifold learning and distributional modelling. Specifically we present a Laten…
cs.AI2024
Model-based reinforcement learning for protein backbone design
Frederic Renard, Cyprien Courtot, Alfredo Reichlin +1
Designing protein nanomaterials of predefined shape and characteristics has the potential to dramatically impact the medical industry. Machine learning (ML) has proven successful i…