Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T04:14:27.809547Z
Paper Citation Record · LEDGER
An LSTM-PINN Hybrid Method to the specific problem of population forecasting
As of 18 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 2 inbound Pith citation observations for arXiv:2505.01819.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-13T20:59:04.410769Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-13T18:33:06.607839Z
Reference resolution
16 of 16 outbound references displayed
- verified exact1
- verified fuzzy12
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0734c22a-5198-43b2-81d6-44764a34a65a · outbound
This paper cites International Monetary Fund, 2024.
An LSTM-PINN Hybrid Method to the specific problem of population forecasting International Monetary Fund, 2024
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:14:28.100229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f09b47f5-49e7-4835-ba64-502454a31102 · outbound
This paper cites Population aging as a global issue.
An LSTM-PINN Hybrid Method to the specific problem of population forecasting Population aging as a global issue
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:14:28.088442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 441e4ed1-b51a-450e-ae35-ea85355e93dc · outbound
This paper cites Social interactions and fluctuations in birth rates.Population Studies, 54(2):223–237, 2000.
An LSTM-PINN Hybrid Method to the specific problem of population forecasting Social interactions and fluctuations in birth rates.Population Studies, 54(2):223–237, 2000
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:14:28.077398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1aeea7a8-860f-4936-adb9-3138e0f1d710 · outbound
This paper cites Changing fertility patterns in china.Chinese Journal of Sociology, 9(4):497–521, 2023.
An LSTM-PINN Hybrid Method to the specific problem of population forecasting Changing fertility patterns in china.Chinese Journal of Sociology, 9(4):497–521, 2023
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:14:28.065893Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 02e0694e-6919-434c-ac2c-5d00bafa7f8b · outbound
This paper cites Heterogeneously structured compartmental models of epidemiological systems: from individual-level processes to population-scale dynamics.
An LSTM-PINN Hybrid Method to the specific problem of population forecasting Heterogeneously structured compartmental models of epidemiological systems: from individual-level processes to population-scale dynamics
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T04:14:27.882346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 577a7aae-bacc-48cc-a890-5276c8b60732 · outbound
This paper cites A systematic procedure for incorporating separable static heterogeneity into compartmental epidemic models.
An LSTM-PINN Hybrid Method to the specific problem of population forecasting A systematic procedure for incorporating separable static heterogeneity into compartmental epidemic models
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:14:28.055023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2f8be1c2-bfdc-439e-8dd7-3086c0e8dc9c · outbound
This paper cites A comparative study of compartmental models for covid-19 transmission in ontario, canada.Scientific Reports, 13(1):15050, 2023.
An LSTM-PINN Hybrid Method to the specific problem of population forecasting A comparative study of compartmental models for covid-19 transmission in ontario, canada.Scientific Reports, 13(1):15050, 2023
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:14:28.042080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0f251c8d-3845-4cc8-a62f-4ca4be3bc22d · outbound
This paper cites Boundaryvalueproblemfortheloadedmckendrickvonfoersterequation of fractional order.Adyghe International Scientific Journal, 23(4):28–33, 2023.
An LSTM-PINN Hybrid Method to the specific problem of population forecasting Boundaryvalueproblemfortheloadedmckendrickvonfoersterequation of fractional order.Adyghe International Scientific Journal, 23(4):28–33, 2023
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:14:28.029398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d036b3dc-f658-4c68-b122-00a224fe8599 · outbound
This paper cites From individual-based epidemic models to mckendrick-von foerster pdes: A guide to modeling and inferring covid-19 dynamics.Journal of Mathematical Biology, 85(4):43, 2022.
An LSTM-PINN Hybrid Method to the specific problem of population forecasting From individual-based epidemic models to mckendrick-von foerster pdes: A guide to modeling and inferring covid-19 dynamics.Journal of Mathematical Biology, 85(4):43, 2022
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:14:28.015006Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7f0bc7bb-02a9-4ff6-9c8a-704abf41afd0 · outbound
This paper cites Numerical solution to a nonlinear mckendrick-von foerster equation with diffusion.Numerical Algorithms, 92(2):1007–1039, 2023.
An LSTM-PINN Hybrid Method to the specific problem of population forecasting Numerical solution to a nonlinear mckendrick-von foerster equation with diffusion.Numerical Algorithms, 92(2):1007–1039, 2023
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:14:28.000872Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3f69d349-447a-48bd-917c-9bb5944d1851 · outbound
This paper cites Ahigherordernumericalschemetoanonlinearmckendrick–vonfoersterequationwithsingular mortality.
An LSTM-PINN Hybrid Method to the specific problem of population forecasting Ahigherordernumericalschemetoanonlinearmckendrick–vonfoersterequationwithsingular mortality
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:14:27.986486Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 888e3974-55b8-4976-a61a-d05db359bc5e · outbound
This paper cites an unresolved cited work.
An LSTM-PINN Hybrid Method to the specific problem of population forecasting Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:14:27.973046Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4e98f9fa-72e4-4330-a7af-4e554286e031 · outbound
This paper cites A data-driven crowd simulation framework integrating physics-informed machine learning with navigation potential fields.IEEE Transactions on Computational Social Systems, 2025.
An LSTM-PINN Hybrid Method to the specific problem of population forecasting A data-driven crowd simulation framework integrating physics-informed machine learning with navigation potential fields.IEEE Transactions on Computational Social Systems, 2025
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:14:27.959933Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 888c7fe0-0038-415f-8eb5-4ababd91b35c · outbound
This paper cites Data-driven machine learning approach based on physics-informed neural network for population balance model.Advances in Continuous and Discrete Models, 2025(1):12, 2025.
An LSTM-PINN Hybrid Method to the specific problem of population forecasting Data-driven machine learning approach based on physics-informed neural network for population balance model.Advances in Continuous and Discrete Models, 2025(1):12, 2025
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:14:27.928478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 83032272-2cc0-41a3-a83a-ca93f7faa62e · outbound
This paper cites Analytical and Neural Network Approaches for Solving Two-Dimensional Nonlinear Transient Heat Conduction.
An LSTM-PINN Hybrid Method to the specific problem of population forecasting Analytical and Neural Network Approaches for Solving Two-Dimensional Nonlinear Transient Heat Conduction
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:14:27.805178Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f67e8bf-0ea7-4754-9e40-6d5c02b3e36b · outbound
This paper cites an unresolved cited work.
An LSTM-PINN Hybrid Method to the specific problem of population forecasting Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:14:27.912540Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
Observation 1ed754b2-b02a-4058-8ca9-86deccf0727d · inbound
Effects of fuel and soot concentrations on the inception and development of contrails cites this paper.
Effects of fuel and soot concentrations on the inception and development of contrails An LSTM-PINN Hybrid Method to the specific problem of population forecasting
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T20:59:04.410769Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15db547f-1a38-4483-b993-0ca8541c788c · inbound
LSTM-PINN for Steady-State Electrothermal Transport: Preserving Multi-Field Consis tency in Strongly Coupled Heat and Fluid Flow cites this paper.
LSTM-PINN for Steady-State Electrothermal Transport: Preserving Multi-Field Consis tency in Strongly Coupled Heat and Fluid Flow An LSTM-PINN Hybrid Method to the specific problem of population forecasting
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T18:33:06.609263Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.