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Nessai: A New Bayesian Inference Framework Combining Normalizing Flows and Nested Sampling

This article introduces the nessai project, a Bayesian inference algorithm library that combines Normalizing Flows and Nested Sampling, specifically designed for computationally expensive astrophysics and gravitational wave analysis scenarios.

贝叶斯推断嵌套采样归一化流引力波天体物理机器学习概率编程
Published 2026-06-15 17:13Recent activity 2026-06-15 17:19Estimated read 1 min
Nessai: A New Bayesian Inference Framework Combining Normalizing Flows and Nested Sampling
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Section 01

导读 / 主楼:Nessai: A New Bayesian Inference Framework Combining Normalizing Flows and Nested Sampling

Introduction / Main Post: Nessai: A New Bayesian Inference Framework Combining Normalizing Flows and Nested Sampling

This article introduces the nessai project, a Bayesian inference algorithm library that combines Normalizing Flows and Nested Sampling, specifically designed for computationally expensive astrophysics and gravitational wave analysis scenarios.