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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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G. M. Givi

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Preprint Sep 2026

TrunX: A massively parallel, differentiable implementation of the 3-PG forest growth model in JAX

An implementation of the Physiological Processes Predicting Growth (3-PG) model in JAX that uses just-in-time compilation, vectorization, and GPU acceleration to reduce execution time and enables efficient gradient-based optimization and gradient-informed Bayesian calibration.

G. M. Givi, Cédric Travelletti, Grégory Mermoud · 0 citations

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