PABLO is an agentic LLM system that reaches state-of-the-art results on GuacaMol molecular design and antimicrobial peptide tasks while incorporating semantic knowledge and constraints.
Molecules Example 12 - Objective: pdop - Task name: CHAIN MOD, Task text: TASK: Modify alkyl chain lengths and branching in linker regions (e.g., +1/-1 CH2, add methyl branches)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Purely Agent-Driven Black-Box Optimization for Biological Design
PABLO is an agentic LLM system that reaches state-of-the-art results on GuacaMol molecular design and antimicrobial peptide tasks while incorporating semantic knowledge and constraints.