2 papers
q-bio.QM2026
Protect: Steerable Retrosynthesis through Neuro-Symbolic State Encoding
Shreyas Vinaya Sathyanarayana, Shah Rahil Kirankumar, Sharanabasava D. Hiremath +1
Large Language Models (LLMs) have shown remarkable potential in scientific domains like retrosynthesis; yet, they often lack the fine-grained control necessary to navigate complex…
q-bio.QM2025
DeepRetro: Retrosynthetic Pathway Discovery using Iterative LLM Reasoning
Shreyas Vinaya Sathyanarayana, Sharanabasava D. Hiremath, Rahil Shah +6
The synthesis of complex natural products remains one of the grand challenges of organic chemistry. We present DeepRetro, a major advancement in computational retrosynthesis that e…