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root-system

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JBris / deep-root-gen

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A simulation model for the digital reconstruction of 3D root system architectures. Integrated with a simulation-based inference generative deep learning model.

deep-learning crop-model bayesian-inference bayesian-statistics 3d-models dash-app simulation-modeling 3d-modelling normalizing-flows sequential-monte-carlo approximate-bayesian-computation crop-modeling dash-plotly generative-neural-network optuna likelihood-free-inference root-system simulation-based-inference normalising-flows root-system-architecture
  • Updated Nov 20, 2024
  • Python

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