Paper Citation Record · LEDGER

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data

As of 21 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2607.27137.

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

pith.paper-citation-record.v1
2607.27137 v1

Coverage vector

measured 32 of 32 reference resolution

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Source: paper_references, paper_reference_links, observed 2026-07-30T11:37:19.230698Z

measured 32 of 32 standing notices

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32 of 32 outbound references displayed

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Outbound references

Observation 99cf43ca-a3d9-4dff-9b85-010bc069d950 · outbound

This paper cites Joint estimation of hand-foot-mouth disease model and prediction in korea using the ensemble kalman filter.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Joint estimation of hand-foot-mouth disease model and prediction in korea using the ensemble kalman filter

Reference 1

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Observation b079c667-e3f0-4945-89c3-fa6856ee61c1 · outbound

This paper cites Machine learning- based new sparse algorithms and reinforcement learning for computational fluid dynamics.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Machine learning- based new sparse algorithms and reinforcement learning for computational fluid dynamics

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:16.680227Z

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Observation 23dbcbc4-7e27-4027-b554-3c7fe4d672c8 · outbound

This paper cites Automated model discovery based on covid-19 epidemiologic data.medRxiv, pages 2026–02, 2026.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Automated model discovery based on covid-19 epidemiologic data.medRxiv, pages 2026–02, 2026

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:16.780753Z

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Observation ca44efc3-0e38-4887-ae4b-b0f5f60313fa · outbound

This paper cites Parameter estimation in a stochastic seihr model of covid-19 using the enkf: A case study based on real-world data.Chaos, Solitons & Fractals , 208:118225, 2026.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Parameter estimation in a stochastic seihr model of covid-19 using the enkf: A case study based on real-world data.Chaos, Solitons & Fractals , 208:118225, 2026

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:16.842731Z

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Observation c314330d-9731-4502-a53a-e75460e70c33 · outbound

This paper cites Sparse identification of nonlinear dynamics for stochastic delay differential equations.Journal of Computational and Applied Mathematics, page 117247, 2025.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Sparse identification of nonlinear dynamics for stochastic delay differential equations.Journal of Computational and Applied Mathematics, page 117247, 2025

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:16.895267Z

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Observation 2a36ab33-40d3-4afd-8fca-a9ad7d30314f · outbound

This paper cites Discovering governing equations from data by sparse identification of nonlinear dynamical systems.Proceedings of the National Academy of Sciences , 113(15):3932–3937, 2016.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Discovering governing equations from data by sparse identification of nonlinear dynamical systems.Proceedings of the National Academy of Sciences , 113(15):3932–3937, 2016

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:16.951940Z

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Observation 65643548-98e9-49fd-bbd2-465542d19d87 · outbound

This paper cites Chikungunya virus–vector interactions.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Chikungunya virus–vector interactions

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:17.070842Z

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Observation a855fa4d-e114-4d1c-82d7-08dfb3da5373 · outbound

This paper cites On the definition and the computation of the basic reproduction ratio r 0 in models for infectious diseases in heterogeneous populations.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data On the definition and the computation of the basic reproduction ratio r 0 in models for infectious diseases in heterogeneous populations

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:17.146024Z

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Observation 2c87d639-26a9-4b4f-9187-e28a7060c969 · outbound

This paper cites The ensemble kalman filter: Theoretical formulation and practical implementation.Ocean dynamics, 53(4):343–367, 2003.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data The ensemble kalman filter: Theoretical formulation and practical implementation.Ocean dynamics, 53(4):343–367, 2003

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:17.339434Z

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Observation 8e0235ba-9c7c-4f49-b7f5-ea9cc5a41434 · outbound

This paper cites Ensemble-sindy.Proceedings: Mathematical, Physical and Engineering Sciences, 478(2260):1–20, 2022.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Ensemble-sindy.Proceedings: Mathematical, Physical and Engineering Sciences, 478(2260):1–20, 2022

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:17.420729Z

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Observation 934a97fd-9ac5-4de2-8ee4-addf63bfeb19 · outbound

This paper cites an unresolved cited work.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:17.514548Z

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Observation 930e15ca-52da-47d7-8ddc-5e4b33b4e26a · outbound

This paper cites Sparseidentificationofnonlineardynamics with low-dimensionalized flow representations.Journal of Fluid Mechanics , 926:A10, 2021.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Sparseidentificationofnonlineardynamics with low-dimensionalized flow representations.Journal of Fluid Mechanics , 926:A10, 2021

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:17.595238Z

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Observation bc703199-b473-4d32-8b4e-a1a533948382 · outbound

This paper cites an unresolved cited work.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:17.674305Z

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Observation 207cf820-c1e6-4507-a910-93d949be6f13 · outbound

This paper cites Spatial modes for transmission of chikungunya virus during a large chikungunya outbreak in italy: a modeling analysis.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Spatial modes for transmission of chikungunya virus during a large chikungunya outbreak in italy: a modeling analysis

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:17.758482Z

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Observation 819de113-9b60-44d9-a9d7-2c423a081ab5 · outbound

This paper cites Modeling and prediction of the transmission dynamics of covid-19 based on the sindy-lm method.Nonlinear Dynamics, 105(3):2775–2794, 2021.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Modeling and prediction of the transmission dynamics of covid-19 based on the sindy-lm method.Nonlinear Dynamics, 105(3):2775–2794, 2021

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:17.791273Z

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Observation a8db7365-7b51-4436-bd45-843aa610360f · outbound

This paper cites Automatic differentiation to simulta- neously identify nonlinear dynamics and extract noise probability distributions from data.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Automatic differentiation to simulta- neously identify nonlinear dynamics and extract noise probability distributions from data

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:17.859545Z

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Observation d11f8174-8b57-41e8-ab8c-33ba32b256e3 · outbound

This paper cites an unresolved cited work.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:17.937961Z

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Observation ae4bf735-5244-48e0-b64a-481459224d15 · outbound

This paper cites An application of the ensemble kalman filter in epidemiological modeling.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data An application of the ensemble kalman filter in epidemiological modeling

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:18.022486Z

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Observation 73ddc718-8d75-4ad5-844a-414a32afa34c · outbound

This paper cites Uncovering dynamical equations of stochastic decision models using data-driven sindy algorithm.Neural Computation, 37(3):569–587, 2025.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Uncovering dynamical equations of stochastic decision models using data-driven sindy algorithm.Neural Computation, 37(3):569–587, 2025

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:18.093582Z

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Observation 3f57f9b8-d2e9-43c4-ac0f-6bca230170ca · outbound

This paper cites Reemergence of chikungunya virus.Journal of virology, 88(20):11644–11647, 2014.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Reemergence of chikungunya virus.Journal of virology, 88(20):11644–11647, 2014

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:18.254743Z

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Observation fe257cf7-178c-4516-9978-e6b7014d9ba6 · outbound

This paper cites Data- driven identification of biological systems using multi-scale analysis.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Data- driven identification of biological systems using multi-scale analysis

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:18.363894Z

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Observation 221df3fc-e6a9-4867-84c9-ae31e169af03 · outbound

This paper cites Derivative-free domain- informed data-driven discovery of sparse kinetic models.Industrial & Engineering Chemistry Research , 64(5):2601–2615, 2025.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Derivative-free domain- informed data-driven discovery of sparse kinetic models.Industrial & Engineering Chemistry Research , 64(5):2601–2615, 2025

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:18.462180Z

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Observation 270ff018-c80e-438f-9a6e-cdbcac5e3e97 · outbound

This paper cites Ekf–sindy: Empow- ering the extended kalman filter with sparse identification of nonlinear dynamics.Computer Methods in Applied Mechanics and Engineering , 431:117264, 2024.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Ekf–sindy: Empow- ering the extended kalman filter with sparse identification of nonlinear dynamics.Computer Methods in Applied Mechanics and Engineering , 431:117264, 2024

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:18.586808Z

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Observation 3753e629-49f6-40e4-b68f-94309087ff48 · outbound

This paper cites Online learning in bifurcating dynamic systems via SINDy and Kalman filtering.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Online learning in bifurcating dynamic systems via SINDy and Kalman filtering

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:18.673400Z

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Observation 55491abf-325a-4a9f-b889-fb159b6a78a4 · outbound

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Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:18.710183Z

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Observation 831c1cf0-2a51-4869-aced-32a4e53a83ab · outbound

This paper cites Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission.Mathematical biosciences, 180(1-2):29–48, 2002.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission.Mathematical biosciences, 180(1-2):29–48, 2002

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:18.789150Z

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Observation 9053323b-bf6d-4c7e-a947-f3491eb67e0b · outbound

This paper cites The law of mass action in epidemiology.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data The law of mass action in epidemiology

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:18.870985Z

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Observation c8e77e97-160c-4c3a-813b-45d96dc4313f · outbound

This paper cites Basic reproduction numbers for a class of reaction-diffusion epidemic models.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Basic reproduction numbers for a class of reaction-diffusion epidemic models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:18.903680Z

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Observation f5f6247f-2926-4950-945d-de5c9bc75eb7 · outbound

This paper cites On the convergence of the sindy algorithm.Multiscale Modeling & Simulation, 17(3):948–972, 2019.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data On the convergence of the sindy algorithm.Multiscale Modeling & Simulation, 17(3):948–972, 2019

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:18.944878Z

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Observation 4803fce4-8d84-4146-973a-5921fd516764 · outbound

This paper cites Ensemble kalman method for learning turbulence models from indirect observation data.Journal of Fluid Mechanics , 949:A26, 2022.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Ensemble kalman method for learning turbulence models from indirect observation data.Journal of Fluid Mechanics , 949:A26, 2022

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:19.016333Z

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Observation e738fcc5-92b9-4aa1-ab3d-4102e238d4ea · outbound

This paper cites Global resurgence of chikungunya virus: outbreak drivers and emerging solutions.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Global resurgence of chikungunya virus: outbreak drivers and emerging solutions

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:19.160361Z

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Observation 314714e0-bc75-48cc-a365-d6f2a395e272 · outbound

This paper cites Chikungunya virus in 2025: Epidemiology, immunopathogenesis, and vaccine development—a narrative review.Infection and Drug Resistance, pages 1–14, 2026.

Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data Chikungunya virus in 2025: Epidemiology, immunopathogenesis, and vaccine development—a narrative review.Infection and Drug Resistance, pages 1–14, 2026

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-30T11:37:19.230698Z

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