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Likelihood-Free Parameter Inference for Spatiotemporal Stochastic Biological Models using Neural Posterior Estimation

T Kimpson, J Flegg, MJ Simpson - Journal of Theoretical Biology, 2026 - Elsevier
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… Here, we overcome these limitations using neural posterior estimation, a simulation-based inference framework that learns the full posterior distribution directly from …

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