An agentic AI workflow converts XML problem specs and Python skeletons into JIT-compiled, differentiable ODE parameter estimation pipelines using PSO plus gradient refinement.
Thermal kinetics comparison of delithiated li [nixcoymn1-xy] o2 cathodes.Journal of Power Sources, 514:230582, 2021
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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.