Paper Citation Record · LEDGER

Simulation-Based Inference: A Practical Guide

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 29 inbound Pith citation observations for arXiv:2508.12939.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.12939 v1

Coverage vector

measured 0 of 0 reference resolution

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Source: paper_references, paper_reference_links

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 29 of 29 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T14:52:28.851792Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

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External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 82fa1ea6-5a2e-457f-9d87-8621e9e3f1de · inbound

Flow Matching Calibration for Simulation-Based Inference under Model Misspecification cites this paper.

Flow Matching Calibration for Simulation-Based Inference under Model Misspecification Simulation-Based Inference: A Practical Guide

Reference 10

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Observation ab775067-f881-431a-aef8-b00a7ad861e1 · inbound

Fast and Robust Simulation-Based Inference With Optimization Monte Carlo cites this paper.

Fast and Robust Simulation-Based Inference With Optimization Monte Carlo Simulation-Based Inference: A Practical Guide

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-17T21:50:19.688843Z

Source-reported events for the cited work

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Observation 7b2cfb3b-ec9f-4ed1-8444-220668759d12 · inbound

Simulation-based inference with neural posterior estimation applied to X-ray spectral fitting -- III Deriving exact posteriors with dimension reduction and importance sampling cites this paper.

Simulation-based inference with neural posterior estimation applied to X-ray spectral fitting -- III Deriving exact posteriors with dimension reduction and importance sampling Simulation-Based Inference: A Practical Guide

Reference 1

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Observation 6d75e1f5-01c1-4b41-8329-be0326b9a9b8 · inbound

A Review of Diffusion-based Simulation-Based Inference: Foundations and Applications in Non-Ideal Data Scenarios cites this paper.

A Review of Diffusion-based Simulation-Based Inference: Foundations and Applications in Non-Ideal Data Scenarios Simulation-Based Inference: A Practical Guide

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-16T18:58:18.924390Z

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Observation 977c609a-0cf6-4230-8811-bed6aacf5430 · inbound

HDSense: An efficient method for ranking observable sensitivity cites this paper.

HDSense: An efficient method for ranking observable sensitivity Simulation-Based Inference: A Practical Guide

Reference 8

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Observation 2958c3c5-f14b-47e4-b92d-181e839e13d2 · inbound

A Probabilistic Framework for LLM-Based Model Discovery cites this paper.

A Probabilistic Framework for LLM-Based Model Discovery Simulation-Based Inference: A Practical Guide

Reference 2020

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Observation 5813c3a3-07ba-41ac-b54b-e35334c5bcf8 · inbound

Inferring the population properties of galactic binaries from LISA's stochastic foreground cites this paper.

Inferring the population properties of galactic binaries from LISA's stochastic foreground Simulation-Based Inference: A Practical Guide

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:40:18.563713Z

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Observation 07462cea-4614-4350-9c3b-3d202a2fee33 · inbound

Neural posterior estimation for scalable and accurate inverse parameter inference in Li-ion batteries cites this paper.

Neural posterior estimation for scalable and accurate inverse parameter inference in Li-ion batteries Simulation-Based Inference: A Practical Guide

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:38:14.609890Z

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Observation c8e6b306-75ff-4019-a195-b7f8a01ffcba · inbound

FLUID: Flow-based Unified Inference for Dynamics cites this paper.

FLUID: Flow-based Unified Inference for Dynamics Simulation-Based Inference: A Practical Guide

Reference 45

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Observation e9d803b7-c2ea-416c-ad46-61be861e0a63 · inbound

Spectroscopy of analogue black holes using simulation-based inference cites this paper.

Spectroscopy of analogue black holes using simulation-based inference Simulation-Based Inference: A Practical Guide

Reference 82

Resolution: verified exact; arxiv_id, observed 2026-05-10T15:05:32.878194Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1267a09e-292b-4be1-b69a-2f6ce68935fe · inbound

Neural Simulation-based Inference with Hierarchical Priors for Detached Eclipsing Binaries cites this paper.

Neural Simulation-based Inference with Hierarchical Priors for Detached Eclipsing Binaries Simulation-Based Inference: A Practical Guide

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-10T01:20:36.794435Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9cb3467a-a54d-49d6-aa0f-f9c4f4b0486c · inbound

Fast Bayesian equipment condition monitoring via simulation based inference: applications to heat exchanger health cites this paper.

Fast Bayesian equipment condition monitoring via simulation based inference: applications to heat exchanger health Simulation-Based Inference: A Practical Guide

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-10T00:49:48.634027Z

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Observation 0d76f0b8-ebd0-467f-bdf5-0c0b993615d1 · inbound

Information-Preserving Domain Transfer with Unlabeled Data in Misspecified Simulation-Based Inference cites this paper.

Information-Preserving Domain Transfer with Unlabeled Data in Misspecified Simulation-Based Inference Simulation-Based Inference: A Practical Guide

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:36:08.772290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 671c02d0-8e7e-486e-b42d-7261f770008b · inbound

Information-Preserving Domain Transfer with Unlabeled Data in Misspecified Simulation-Based Inference cites this paper.

Information-Preserving Domain Transfer with Unlabeled Data in Misspecified Simulation-Based Inference Simulation-Based Inference: A Practical Guide

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-19T17:17:42.958072Z

Source-reported events for the cited work

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Observation ee419d26-0e42-4698-b303-9b2efc1f4b6d · inbound

Neural Posterior Estimation of Terrain Parameters from Radar Sounder Data cites this paper.

Neural Posterior Estimation of Terrain Parameters from Radar Sounder Data Simulation-Based Inference: A Practical Guide

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-12T01:46:15.026508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 956a1c27-eafd-4532-88a6-e733bd6c3fdf · inbound

Neural Posterior Estimation of Terrain Parameters from Radar Sounder Data cites this paper.

Neural Posterior Estimation of Terrain Parameters from Radar Sounder Data Simulation-Based Inference: A Practical Guide

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-01T00:25:09.227402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8d27ddc9-976e-421d-8be6-f09bcdb5bc69 · inbound

Machine Learning Techniques for Astrophysics and Cosmology: Simulation-Based Inference cites this paper.

Machine Learning Techniques for Astrophysics and Cosmology: Simulation-Based Inference Simulation-Based Inference: A Practical Guide

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:51:25.914491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d76cf6a4-2a5e-4613-af0b-dc323d478315 · inbound

Mixed neural posterior estimation for simulators with discrete and continuous parameters cites this paper.

Mixed neural posterior estimation for simulators with discrete and continuous parameters Simulation-Based Inference: A Practical Guide

Reference 3

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Observation cd2943fb-1735-4aa4-8418-f626d23a7789 · inbound

OpenSeisML: Open Large-Scale Real Seismic and well-log Dataset for Generative AI cites this paper.

OpenSeisML: Open Large-Scale Real Seismic and well-log Dataset for Generative AI Simulation-Based Inference: A Practical Guide

Reference 44

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Observation ed1194a3-3cc8-4608-af6a-5fdcb4c1d89f · inbound

Theoretical guidelines for annealed Langevin dynamics in compositional simulation-based inference cites this paper.

Theoretical guidelines for annealed Langevin dynamics in compositional simulation-based inference Simulation-Based Inference: A Practical Guide

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T04:03:56.840555Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1b79e776-dcce-4c15-8fe8-4e6da8dba3e6 · inbound

GenSBI: Generative Methods for Simulation-Based Inference in JAX cites this paper.

GenSBI: Generative Methods for Simulation-Based Inference in JAX Simulation-Based Inference: A Practical Guide

Reference 23

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Observation c5b6a326-c2ec-4823-bb20-26d9396dcaf4 · inbound

Learning the Universe: Posterior Reliability of Neural Generative Models in High-Dimensional Field-Level Inference of Cosmic Initial Conditions cites this paper.

Learning the Universe: Posterior Reliability of Neural Generative Models in High-Dimensional Field-Level Inference of Cosmic Initial Conditions Simulation-Based Inference: A Practical Guide

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-27T19:31:10.664602Z

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Observation 49b0e122-a17a-41c8-bc55-ca6ca90719d7 · inbound

Learning with Simulators: No Regret in a Computationally Bounded World cites this paper.

Learning with Simulators: No Regret in a Computationally Bounded World Simulation-Based Inference: A Practical Guide

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:58:21.825776Z

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Observation d6987541-5473-454c-b96f-6fa457f1d94e · inbound

Learning Biophysical Models of Large-Scale Multineuronal Data to Enable Precise Neurostimulation cites this paper.

Learning Biophysical Models of Large-Scale Multineuronal Data to Enable Precise Neurostimulation Simulation-Based Inference: A Practical Guide

Reference 66

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Observation f469b73e-698c-46aa-b287-f67db09db9dd · inbound

CausticFlow: An Efficient Machine Learning Framework Combining Neural Differential Equations and Normalizing Flows for Binary Microlensing Parameter Inference cites this paper.

CausticFlow: An Efficient Machine Learning Framework Combining Neural Differential Equations and Normalizing Flows for Binary Microlensing Parameter Inference Simulation-Based Inference: A Practical Guide

Reference 15

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Observation 387db885-57a2-4758-b4f3-88d44d25d4b7 · inbound

Program Synthesis for Simulation-Based Inference: Joint Model Selection and Parameter Estimation cites this paper.

Program Synthesis for Simulation-Based Inference: Joint Model Selection and Parameter Estimation Simulation-Based Inference: A Practical Guide

Reference 8

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Observation 8054e8e5-4dbc-42ac-bfe3-998c13b689b3 · inbound

Hierarchical Bayesian inference with compositional score modeling for stellar streams cites this paper.

Hierarchical Bayesian inference with compositional score modeling for stellar streams Simulation-Based Inference: A Practical Guide

Reference 17

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Observation 0539abb3-5381-49a0-bd35-306a4c568101 · inbound

An Introduction to Bayesian and Frequentist Simulation-Based Inference with Machine Learning cites this paper.

An Introduction to Bayesian and Frequentist Simulation-Based Inference with Machine Learning Simulation-Based Inference: A Practical Guide

Reference 9

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Observation bb6cb65b-759a-400d-b97a-51cf9ee330ab · inbound

A Hierarchical Validity-Audit Framework for Neural Mass Models in Simulation-Based Inference: From Observational Coverage to Mechanistic Interpretation cites this paper.

A Hierarchical Validity-Audit Framework for Neural Mass Models in Simulation-Based Inference: From Observational Coverage to Mechanistic Interpretation Simulation-Based Inference: A Practical Guide

Reference 12

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