Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:51:32.740185Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 0 inbound Pith citation observations for arXiv:2608.03716.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:51:32.740185Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
69 of 69 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 58939a74-379a-4ef3-b6aa-3785c811e962 · outbound
Synthetic supply networks Agent-based modeling in economics and finance: Past, present, and future
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ecbdb4b7-0be9-4c72-bc1f-792d2aa1a921 · outbound
Synthetic supply networks Economic forecasting with an agent- based model.European Economic Review, 151:104306, 2023
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c0b286f0-d950-4503-ba12-13c3877e58a4 · outbound
Synthetic supply networks Forecasting Macroeconomic Dynamics using a Calibrated Data-Driven Agent-based Model
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8bc28ac-e0b9-4938-8b08-1224082c4eb4 · outbound
Synthetic supply networks The unequal effects of the health–economy trade- offduring the covid-19 pandemic.Nature Human Behaviour, 8(2):264–275, 2024
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 45194072-8671-43d8-9c3d-d6c82d396417 · outbound
Synthetic supply networks Data-driven economic agent-based models
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6c9efd5f-b0d2-4f8f-88c2-8c407ecfeecc · outbound
Synthetic supply networks Estimating the loss of economic predictability from aggregating firm-level production networks.PNAS nexus, 3(3):page064, 2024
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 354c3aa3-76de-44c4-91ef-d0d3e931ead8 · outbound
Synthetic supply networks Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 21a10c5e-2b6a-4c98-a4ed-3d5277af6464 · outbound
Synthetic supply networks A synthetic population for agent-based modelling in canada.Scientific Data, 10 (1):148, 2023
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ebd679d1-cbe7-4ece-b370-4a6d0f47cb10 · outbound
Synthetic supply networks Hierarchical population synthesis using a neural- differentiable programming approach
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0bad3703-21f9-46d4-b792-9c815891aea8 · outbound
Synthetic supply networks Population synthesis with geographic coordinates.arXiv preprint arXiv:2510.09669, 2025
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bd2bea4a-31c6-4006-bfae-c3a19dd35fd1 · outbound
Synthetic supply networks A global dataset of 7 billion individuals with socio-economic characteristics.Scientific Data, 11(1):1096, 2024
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c56a5d09-3154-4dfc-83d6-fe6137abe6ba · outbound
Synthetic supply networks Modeling Earth-Scale Human-Like Societies with One Billion Agents
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81feab4a-40a5-4b5d-8078-785dc06bedde · outbound
Synthetic supply networks Doyne Farmer, Anisoara Calinescu, and Michael Wooldridge
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e59a83e2-5016-4214-91d1-a2a8471ac08e · outbound
Synthetic supply networks Gen- erating synthetic data in finance: opportunities, challenges and pitfalls
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 89715ca3-063a-4541-a6c6-dd102f3d4a90 · outbound
Synthetic supply networks Harnessing the power of synthetic data in healthcare: innovation, application, and privacy.NPJ digital medicine, 6(1):186, 2023
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a79a7de-76d2-4cbd-9449-10d801ff6957 · outbound
Synthetic supply networks Building an alliance to map global supply networks.Science, 382(6668):270–272, 2023
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fbed0c06-6019-4f34-bf3e-bfb7870cf07d · outbound
Synthetic supply networks Firm-level production networks: What do we (really) know?Journal of Economic Dynamics and Control, 187:105313, 2026
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9344993e-c296-46e4-93ee-39bd18b77dfe · outbound
Synthetic supply networks Estimating the success of re-identifications in incomplete datasets using generative models.Nature communications, 10(1):1–9, 2019
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9d50bf4f-1d5b-474c-a23f-4e96eab96522 · outbound
Synthetic supply networks Synthetic Data -- what, why and how?
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eed7d46f-50e3-4073-bccf-4fe061598a75 · outbound
Synthetic supply networks Reconstructing production networks using machine learning.Journal of Economic Dynamics and Control, 148:104607, 2023
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8468d281-46fa-4453-9252-19bba619b16d · outbound
Synthetic supply networks Federated machine learning for privacy preserving, collective supply chain risk prediction.International Journal of Production Research, 61(23):8115–8132, 2023
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d97cbfce-f367-4e53-b089-398f3ac69c98 · outbound
Synthetic supply networks Distributed calibration of agent-based models
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2e46f0e1-12cd-47f0-b6e6-159fd06f6f00 · outbound
Synthetic supply networks Development of the oecd inter country input-output database 2021.OECD Science, Technology and Industry Working Papers, 2021(14), 2021
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 390626a4-3616-4eec-97eb-935af8016361 · outbound
Synthetic supply networks Reconstructing supply networks.Journal of Physics: Complexity, 5(1):012001, 2024
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f57a46c2-da81-4c99-b80d-60df936211f5 · outbound
Synthetic supply networks A machine learning approach for predicting hidden links in supply chain with graph neural networks.International Journal of Production Research, 60(17):5380–5393, 2022
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 24aa8d3a-ea6d-4203-9657-abb8caf8865c · outbound
Synthetic supply networks Digital supply chain surveillance using artificial intelligence: definitions, opportunities and risks.International Journal of Production Research, 62(13):4674–4695, 2024
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bb67aea0-702d-4fb8-ae0a-33d356a299e7 · outbound
Synthetic supply networks Learning production functions for supply chains with graph neural networks
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9b9b847a-d889-4640-b274-bdf72beb4b81 · outbound
Synthetic supply networks Generalized degrees for scalable discrete time dynamic graph generation
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 428faeb3-fde7-4835-8013-aa7c2e303d2a · outbound
Synthetic supply networks Reconstructing temporal multi-relational firm networks at scale using large language models. The case of the semiconductor industry
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 315aef57-b4e4-4af8-813e-ca394c81828a · outbound
Synthetic supply networks Monitoring supply networks from mobile phone data for estimating the systemic risk of an economy.Scientific reports, 12(1):13347, 2022
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cff44559-20a3-4c4d-9796-c0cd98f4363e · outbound
Synthetic supply networks Construction of an enterprise-level global supply chain database.Nature communications, 16(1):11158, 2025
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f16b29c6-8e6d-43ca-9164-8276960e34a0 · outbound
Synthetic supply networks Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 46571ff9-f890-4ce1-9e93-21303b8758bd · outbound
Synthetic supply networks Reconstructing firm-level interactions in the dutch input–output network from production constraints.Scientific reports, 12(1):11847, 2022
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ddcbe904-68ee-4169-8983-0fdadd3e1f13 · outbound
Synthetic supply networks Multi-scale reconstruction of large supply networks
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9a1642e-4d5e-47b4-a43c-58c3cca613b7 · outbound
Synthetic supply networks Reconstructing Large Scale Production Networks
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b2b65c92-1b90-4faf-81f9-32fb862bd27c · outbound
Synthetic supply networks Inferring firm-level supply chain networks with realistic systemic risk from industry sector-level data
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d9672104-db82-40a4-8bc9-cea59a382a42 · outbound
Synthetic supply networks Industry aware firm level network reconstruction.arXiv preprint arXiv:2603.21895, 2026
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 73f6cc3b-b95d-4d5a-93e1-87116e85e2f4 · outbound
Synthetic supply networks Supply chain network rewiring dynamics at the firm-level.PNAS nexus, page pgag091, 2026
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3ba63872-f1d1-4fc1-8868-aa5fa0dce273 · outbound
Synthetic supply networks Sparse production networks
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 20c1cde6-2d43-4d49-87b4-6c3947f823eb · outbound
Synthetic supply networks Firm-network characteristics and economic robustness to natural disasters.Journal of Economic Dynamics and Control, 36(1):150–167, 2012
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c6994987-5c19-4892-ae15-8d1e54c8fc07 · outbound
Synthetic supply networks Supply Chain Due Diligence Risk Assessment for the EU: A Network Approach to estimate expected effectiveness of the planned EU directive
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b8d0a04b-0e8f-45a0-82ba-ecc50dc757b0 · outbound
Synthetic supply networks The origins of firm heterogeneity: A production network approach.Journal of Political Economy, 130(7):1765–1804, 2022
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2ab62436-aa66-4ed3-a8bf-b812379ff69d · outbound
Synthetic supply networks Oxford university press, 2018
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcbbbe9c-29e6-4bd7-ab8b-e537d6ed6bd7 · outbound
Synthetic supply networks Disaggregated economic accounts.The Quarterly Journal of Economics, 141(2):1005–1075, 2026
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6ba5743c-22e1-40be-adc5-fd37d65eb1ef · outbound
Synthetic supply networks Na- tional accounts in a world of naturally occurring data: a proof of concept for consumption.Cambridge Working Papers in Economics CWPE2244, 2023
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 58fd5e05-152f-4a48-9889-991baead5cbc · outbound
Synthetic supply networks Ai-generated production networks: Measure- ment and applications to global trade
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d1ee9c02-ca53-4b97-be28-675ae024d770 · outbound
Synthetic supply networks Product-level value chains from firm data: mapping trophic levels into economic growth
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0fab76ea-b38a-4abf-b403-55e499edf0f2 · outbound
Synthetic supply networks Mapping global value chains at the product level.EPJ Data Science, 14(1):21, 2025
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a17872c4-99bd-45ed-b988-c9ad07a6d59d · outbound
Synthetic supply networks Deciphering the global production network from cross-border firm transactions
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d6f9069a-05fd-4fd2-8589-2636d86b104c · outbound
Synthetic supply networks Constructing supply-chain input–output tables: Mapping distribution networks from trade margins.SSRN preprint SSRN:5796664, 2025
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 49bf2e7a-22e9-4ce1-a43e-18dbc23b2d3c · outbound
Synthetic supply networks Quantifying firm-level economic systemic risk from nation-wide supply networks.Scientific reports, 12(1):7719, 2022
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation de94c146-473b-4cd5-a02b-d993dbd1cc63 · outbound
Synthetic supply networks Generative Agents: Interactive Simulacra of Human Behavior
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bc17082-ac8d-4839-bcf4-7c301e69004a · outbound
Synthetic supply networks Scaling Synthetic Data Creation with 1,000,000,000 Personas
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f107b73e-6e66-432a-b87c-e8c1568da5a2 · outbound
Synthetic supply networks LLMSynthor: Macro-Aligned Micro-Records Synthesis with Large Language Models
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cb42e9b-1c94-4e30-bd69-58ac04f521d7 · outbound
Synthetic supply networks Persona Generators: Generating Diverse Synthetic Personas for Arbitrary Contexts
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8735ae5-bbb4-409b-839f-55fa044b7725 · outbound
Synthetic supply networks Optuna: A next-generation hy- perparameter optimization framework
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9e4c100b-a91e-40d6-9b12-173ce4199f7f · outbound
Synthetic supply networks Power-law distributions in empirical data.SIAM review, 51(4):661–703, 2009
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e479e844-b04e-4553-889b-a4fbc9440b12 · outbound
Synthetic supply networks Cambridge university press, 2009
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5a4e0e21-0607-4e79-a27e-c16269a05e52 · outbound
Synthetic supply networks Discard and resample observations that are too large
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 50d92e56-d735-4c24-b107-ec4e874903b9 · outbound
Synthetic supply networks Discard and resample observations that are too large
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a5362dd5-f256-43cd-80c8-6df1f8c5cb65 · outbound
Synthetic supply networks Unresolved cited work
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9c6ab76a-ebee-4cec-9338-18e03c4cf0ae · outbound
Synthetic supply networks Unresolved cited work
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a45aaf70-7b6b-47f3-a13b-4303c4db6f63 · outbound
Synthetic supply networks Multiply out-fitnesses by Pf in Pf out to ensure Pf out = Pf in
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 85417282-eed0-40c8-b26b-547798f4dc00 · outbound
Synthetic supply networks 10 defined below)
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ffa7c127-7c83-4229-ae7f-0240d0d8d759 · outbound
Synthetic supply networks Unresolved cited work
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation dec979f6-6e00-4198-8a42-bb48de3595a2 · outbound
Synthetic supply networks complete
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 125f36c9-597f-4140-88d7-545da1f6b65b · outbound
Synthetic supply networks Unresolved cited work
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8183fd90-bc16-4cb9-80e9-05ed1507276f · outbound
Synthetic supply networks Unresolved cited work
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation eac425a5-bfb4-419f-8545-788cd4365f32 · outbound
Synthetic supply networks Positive
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
No inbound Pith citation observations are available.