FIELD NOTES TOPIC
ode discovery
2 notes, newest first.
LLM-Guided ODE Discovery and Parameter Inference from Small-Cohort Aggregate Data
The paper introduces AgentODE, a framework that uses large language models (LLM) to propose ODE structures for complex dynamics modeling in rare diseases. The framework operates on population-level summary statistics…
LLM-Guided ODE Discovery and Parameter Inference from Small-Cohort Aggregate Data
A new method called AgentODE has been proposed to discover and refine Ordinary Differential Equations (ODE) structures for modeling complex dynamics, particularly useful in clinical settings. This method works with…
