An agentic AI workflow converts XML problem specs and Python skeletons into JIT-compiled, differentiable ODE parameter estimation pipelines using PSO plus gradient refinement.
Com- parative study of equivalent circuit models performance in four common lithium-ion batteries: Lfp, nmc, lmo, nca.Batteries, 7(3):51, 2021
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
other 1
citation-polarity summary
fields
cs.CE 1years
2025 1verdicts
CONDITIONAL 1roles
other 1polarities
unclear 1representative citing papers
citing papers explorer
-
An Agentic AI Workflow to Simplify Parameter Estimation of Complex Differential Equation Systems
An agentic AI workflow converts XML problem specs and Python skeletons into JIT-compiled, differentiable ODE parameter estimation pipelines using PSO plus gradient refinement.