Paper Citation Record · LEDGER

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study

As of 12 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2501.00616.

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

pith.paper-citation-record.v1
2501.00616 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:52:18.803004Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

35 of 35 outbound references displayed

verified exact14
verified fuzzy7
unresolved12
parse uncertain0
malformed identifier1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f5e777d8-c1a9-46b8-90f4-b96e16e12aef · outbound

This paper cites trajectory-oriented optimization.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study trajectory-oriented optimization

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:52:19.663232Z

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Observation cb134528-5e92-4112-be47-fa1dc7791a8d · outbound

This paper cites beta”, the relative per-contact transmission reductions in work and community layers from March 23, 2020 onwards (“bc_wc1.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study beta”, the relative per-contact transmission reductions in work and community layers from March 23, 2020 onwards (“bc_wc1

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:52:19.631012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bfb29491-e9b6-49f1-bdff-552f8f7fb369 · outbound

This paper cites an unresolved cited work.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-08-10T22:52:19.598469Z

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Observation b260bb23-080d-4a0d-984a-958f2b4b900c · outbound

This paper cites We also observe lower variance in model outputs in later rounds.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study We also observe lower variance in model outputs in later rounds

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:52:19.583038Z

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Observation 7dafd281-8857-464c-b469-ab79522465b8 · outbound

This paper cites In this case, we used new random seeds during each history matching wave and for the final 50 posterior simulations.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study In this case, we used new random seeds during each history matching wave and for the final 50 posterior simulations

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:52:19.566562Z

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Observation 54615221-0a07-492d-9d8e-4cfb21690905 · outbound

This paper cites J UNE : Open-Source Individual-Based Epidemiology Simulation.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study J UNE : Open-Source Individual-Based Epidemiology Simulation

Reference 11

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Source-reported events for the cited work

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Observation e7707b87-67a6-4216-b971-2ad5ba4348f9 · outbound

This paper cites Analyzing Stochastic Computer Models: A Review with Opportunities.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Analyzing Stochastic Computer Models: A Review with Opportunities

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T22:52:18.698571Z

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Observation 2f2a2163-6298-4d86-8a4e-54bc68d1c104 · outbound

This paper cites A Review and Agenda for Integrated Disease Models Including Social and Behavioural Factors.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study A Review and Agenda for Integrated Disease Models Including Social and Behavioural Factors

Reference 13

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Observation 5f4f5aeb-794a-46b8-8e0d-f9a9f93ffdcb · outbound

This paper cites Imperial College London.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Imperial College London

Reference 16

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Observation 591bed65-2705-462f-bfdd-41a55f589adf · outbound

This paper cites Strategies for Mitigating an Influenza Pandemic.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Strategies for Mitigating an Influenza Pandemic

Reference 17

Resolution: verified exact; doi, observed 2026-08-10T22:52:19.035660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 763d0cb1-2ab8-46dd-896e-7327df594cbe · outbound

This paper cites Mitigation Strategies for Pandemic Influenza in the United States.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Mitigation Strategies for Pandemic Influenza in the United States

Reference 18

Resolution: verified exact; doi, observed 2026-08-10T22:52:19.020353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 20df7e9f-f292-4175-9478-238bfbe9a5c0 · outbound

This paper cites OpenABM-Covid19—An Agent-Based Model for Non-Pharmaceutical Interventions against COVID-19 Including Contact Tracing.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study OpenABM-Covid19—An Agent-Based Model for Non-Pharmaceutical Interventions against COVID-19 Including Contact Tracing

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fd40d27-41ed-4d04-be5c-16446987d22f · outbound

This paper cites Emulation and History Matching Using the Hmer Package.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Emulation and History Matching Using the Hmer Package

Reference 22

Resolution: verified exact; doi, observed 2026-08-10T22:52:18.964984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 62b16184-cccb-4230-aa1a-fb4ea33a32a0 · outbound

This paper cites Controlling COVID-19 via Test-Trace-Quarantine.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Controlling COVID-19 via Test-Trace-Quarantine

Reference 23

Resolution: verified exact; doi, observed 2026-08-10T22:52:18.949915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ea64e23c-c71a-46cd-b8c3-c73ce2f4b058 · outbound

This paper cites Covasim: An Agent-Based Model of COVID-19 Dynamics and Interventions.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Covasim: An Agent-Based Model of COVID-19 Dynamics and Interventions

Reference 24

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Observation 4d5b6f05-92d9-4c9d-9c7b-91747d341b33 · outbound

This paper cites TRACE‐Omicron: Policy Counterfactuals to Inform Mitigation of COVID‐19 Spread in the United States.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study TRACE‐Omicron: Policy Counterfactuals to Inform Mitigation of COVID‐19 Spread in the United States

Reference 26

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Observation 8ef40836-fd3d-414e-b0fd-bc540ab76418 · outbound

This paper cites A Population Data-Driven Workflow for COVID-19 Modeling and Learning.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study A Population Data-Driven Workflow for COVID-19 Modeling and Learning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T22:52:18.768065Z

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Observation ef4498a9-9271-4b26-ab76-fb3105361302 · outbound

This paper cites preprint.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study preprint

Reference 28

Resolution: verified exact; doi, observed 2026-08-10T22:52:18.891733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e3981742-bc86-411e-a0de-fafcc166771d · outbound

This paper cites Nearly Cloaking the Full Maxwell Equations: Cloaking Active Contents with General Conducting Layers.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Nearly Cloaking the Full Maxwell Equations: Cloaking Active Contents with General Conducting Layers

Reference 29

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Observation aacacaee-8b0f-47f3-be71-e2b89d2f7d8e · outbound

This paper cites Emulator-Based Bayesian Optimization for Efficient Multi-Objective Calibration of an Individual-Based Model of Malaria.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Emulator-Based Bayesian Optimization for Efficient Multi-Objective Calibration of an Individual-Based Model of Malaria

Reference 30

Resolution: verified exact; doi, observed 2026-08-10T22:52:18.877536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5e1e90e8-5958-42bf-bca4-88c03eb1aabb · outbound

This paper cites Bayesian Emulation and History Matching of JUNE.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Bayesian Emulation and History Matching of JUNE

Reference 33

Resolution: verified exact; raw_fallback, observed 2026-08-10T22:52:19.249546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7a9da6f1-d9b2-482c-ae31-c0988e4eaa3a · outbound

This paper cites Bayesian Uncertainty Analysis for Complex Systems Biology Models: Emulation, Global Parameter Searches and Evaluation of Gene Functions.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Bayesian Uncertainty Analysis for Complex Systems Biology Models: Emulation, Global Parameter Searches and Evaluation of Gene Functions

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 360fe3a3-9330-4f27-8267-e239c940b0b7 · outbound

This paper cites 2015; Iskauskas, Vernon, et al.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study 2015; Iskauskas, Vernon, et al

Reference 1994

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:52:19.614561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3baae41c-7afd-44c7-9eda-de03d9d612cb · outbound

This paper cites Containing Pandemic Influenza at the Source.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Containing Pandemic Influenza at the Source

Reference 2005

Resolution: verified exact; doi, observed 2026-08-10T22:52:18.925811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9fc24f5e-389e-4e29-9653-f386b580e99e · outbound

This paper cites Individual-Based Computational Modeling of Smallpox Epidemic Control Strategies.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Individual-Based Computational Modeling of Smallpox Epidemic Control Strategies

Reference 2006

Resolution: verified exact; doi, observed 2026-08-10T22:52:19.060317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation eed5922a-25ec-4656-825c-4eb6a0a6cc1d · outbound

This paper cites Sequential Monte Carlo without Likelihoods.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Sequential Monte Carlo without Likelihoods

Reference 2007

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Observation 6664ccf3-e2c1-4ed5-af0e-fe7d8286c9c6 · outbound

This paper cites Modeling Targeted Layered Containment of an Influenza Pandemic in the United States.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Modeling Targeted Layered Containment of an Influenza Pandemic in the United States

Reference 2008

Resolution: verified exact; doi, observed 2026-08-10T22:52:19.005448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f102d393-7d9c-4805-8ec0-3162ddd5939b · outbound

This paper cites Galaxy Formation: A Bayesian Uncertainty Analysis.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Galaxy Formation: A Bayesian Uncertainty Analysis

Reference 2010

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Source-reported events for the cited work

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Observation 2adb7e81-68a8-49de-ba64-6a5a4930948e · outbound

This paper cites Bayesian History Matching of Complex Infectious Disease Models Using Emulation: A Tutorial and a Case Study on HIV in Uganda.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Bayesian History Matching of Complex Infectious Disease Models Using Emulation: A Tutorial and a Case Study on HIV in Uganda

Reference 2015

Resolution: verified exact; doi, observed 2026-08-10T22:52:19.110996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5ac2c1ef-9d76-4355-ae2b-c1dc35419014 · outbound

This paper cites Practical Heteroscedastic Gaussian Process Modeling for Large Simulation Experiments.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Practical Heteroscedastic Gaussian Process Modeling for Large Simulation Experiments

Reference 2018

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This paper cites status quo.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study status quo

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:52:19.547879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ab414d3f-6182-4ded-b361-01d070dca8f9 · outbound

This paper cites al 2021 and the methods paper (Kerr, Stuart, et al.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study al 2021 and the methods paper (Kerr, Stuart, et al

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:52:19.648272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 96a2d18d-ff1a-4c4e-a5e6-48a921664894 · outbound

This paper cites Impact of Vaccination and Non-Pharmaceutical Interventions on SARS-CoV-2 Dynamics in Switzerland.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Impact of Vaccination and Non-Pharmaceutical Interventions on SARS-CoV-2 Dynamics in Switzerland

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-10T22:52:18.787081Z

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This paper cites PyMC: A Modern, and Comprehensive Probabilistic Programming Framework in Python.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study PyMC: A Modern, and Comprehensive Probabilistic Programming Framework in Python

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T22:52:18.685595Z

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Unavailable: canonical work link unavailable.

Observation 16de3c92-d98e-4434-ac98-29737bc7a1cb · outbound

This paper cites Making Evidence Go Further: Advancing Synergy between Agent-Based Modeling and Randomized Control Trials.

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study Making Evidence Go Further: Advancing Synergy between Agent-Based Modeling and Randomized Control Trials

Reference 2024

Resolution: verified exact; doi, observed 2026-08-10T22:52:18.990174Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

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