Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations | Paper Citation Record

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Unresolved cited work

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This paper cites Bessler, and Rainer Gasper.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Bessler, and Rainer Gasper

Reference 2

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This paper cites Androulakis, Peter Bonate, Limei Cheng, Tomáš Helikar, Jaimit Parikh, Christopher Rackauckas, Kalyanasundaram Subramanian, Carolyn R.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Androulakis, Peter Bonate, Limei Cheng, Tomáš Helikar, Jaimit Parikh, Christopher Rackauckas, Kalyanasundaram Subramanian, Carolyn R

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This paper cites Levine, Dessi P.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Levine, Dessi P

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This paper cites Universal Differential Equations for Scientific Machine Learning.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Universal Differential Equations for Scientific Machine Learning

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This paper cites Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics

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This paper cites Inte- grating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Inte- grating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression

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This paper cites Neural-ODE for pharmacokinetics modeling and its advantage to alternative machine learning models in predicting new dosing regimens.iScience, 24(7):102804, July 2021.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Neural-ODE for pharmacokinetics modeling and its advantage to alternative machine learning models in predicting new dosing regimens.iScience, 24(7):102804, July 2021

Reference 10

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This paper cites Low- dimensional neural ODEs and their application in pharmacokinetics.Journal of Pharma- cokinetics and Pharmacodynamics, 51(2):123–140, April 2024.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Low- dimensional neural ODEs and their application in pharmacokinetics.Journal of Pharma- cokinetics and Pharmacodynamics, 51(2):123–140, April 2024

Reference 11

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This paper cites A Machine Learning-Aided Global Diagnostic and Comparative Tool to Assess Effect of Quarantine Control in COVID-19 Spread.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations A Machine Learning-Aided Global Diagnostic and Comparative Tool to Assess Effect of Quarantine Control in COVID-19 Spread

Reference 12

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This paper cites Singer, Seyed M.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Singer, Seyed M

Reference 13

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This paper cites Nguyen, Alan Edelman, Erin C.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Nguyen, Alan Edelman, Erin C

Reference 14

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This paper cites NeuralFMU: Presenting a Workflow for Integrating Hybrid NeuralODEs into Real-World Applications.Electronics, 11(19):3202, January 2022.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations NeuralFMU: Presenting a Workflow for Integrating Hybrid NeuralODEs into Real-World Applications.Electronics, 11(19):3202, January 2022

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This paper cites Homotopy-based training of NeuralODEs for accurate dynamics discovery.Advances in Neural Information Processing Systems, 36:64725–64752, December 2023.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Homotopy-based training of NeuralODEs for accurate dynamics discovery.Advances in Neural Information Processing Systems, 36:64725–64752, December 2023

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This paper cites Current state and open problems in universal differential equations for systems biology.npj Systems Biology and Applications, 11(1):101, August 2025.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Current state and open problems in universal differential equations for systems biology.npj Systems Biology and Applications, 11(1):101, August 2025

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This paper cites Ode to an ODE.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Ode to an ODE

Reference 18

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This paper cites How to Train Your Neural ODE: the World of Jacobian and Kinetic Regularization.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations How to Train Your Neural ODE: the World of Jacobian and Kinetic Regularization

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This paper cites LyaNet: A Lyapunov Framework for Training Neural ODEs.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations LyaNet: A Lyapunov Framework for Training Neural ODEs

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This paper cites Non- Negative Universal Differential Equations With Applications in Systems Biology.IFAC- PapersOnLine, 58(23):25–30, January 2024.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Non- Negative Universal Differential Equations With Applications in Systems Biology.IFAC- PapersOnLine, 58(23):25–30, January 2024

Reference 21

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This paper cites FxTS-Net: Fixed-time stable learning framework for Neural ODEs.Neural Networks, 185:107219, May 2025.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations FxTS-Net: Fixed-time stable learning framework for Neural ODEs.Neural Networks, 185:107219, May 2025

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This paper cites Multiple Shooting for Training Neural Differential Equations on Time Series.IEEE Control Systems Letters, 6:1897–1902, 2022.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Multiple Shooting for Training Neural Differential Equations on Time Series.IEEE Control Systems Letters, 6:1897–1902, 2022

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This paper cites DiffEqFlux.jl - A Julia Library for Neural Differential Equations, February 2019.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations DiffEqFlux.jl - A Julia Library for Neural Differential Equations, February 2019

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This paper cites Benchmark problems for dynamic modeling of intracellular processes.Bioinformatics, 35(17):3073–3082, September 2019.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Benchmark problems for dynamic modeling of intracellular processes.Bioinformatics, 35(17):3073–3082, September 2019

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Augmented Neural ODEs

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Harms, Fabian J

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This paper cites Prediction error estimation methods.Circuits, Systems and Signal Processing, 21(1):11–21, January 2002.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Prediction error estimation methods.Circuits, Systems and Signal Processing, 21(1):11–21, January 2002

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This paper cites Augmenting physical models with deep networks for complex dynamics forecasting*.Journal of Statistical Mechanics: Theory and Experiment, 2021(12): 124012, December 2021.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Augmenting physical models with deep networks for complex dynamics forecasting*.Journal of Statistical Mechanics: Theory and Experiment, 2021(12): 124012, December 2021

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Sparsity in Continuous-Depth Neural Networks.Advances in Neural Information Processing Systems, 35:901–914, December 2022

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Hamiltonian Neural Networks

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This paper cites Discretize-Optimize vs. Optimize-Discretize for Time-Series Regression and Continuous Normalizing Flows.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Discretize-Optimize vs. Optimize-Discretize for Time-Series Regression and Continuous Normalizing Flows

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Stiff neural ordinary differential equations.Chaos: An Interdisciplinary Journal of Nonlinear Science, 31 (9), September 2021

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations On Neural Differential Equations

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Differentiable Programming for Differential Equations: A Review, October 2025

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Stable Long-Horizon Neural ODE Reduced-Order Models via Learned Feedback for Biological Growth and Remodeling

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations CRC Press, November 2001

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Hernandez-Vargas

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Curriculum learning

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Curriculum Learning: A Survey.International Journal of Computer Vision, 130(6):1526–1565, June 2022

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This paper cites Ribeiro, Koen Tiels, Jack Umenberger, Thomas B.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Ribeiro, Koen Tiels, Jack Umenberger, Thomas B

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Observation 57183b47-00c8-42da-8d95-4a6077809b8a · outbound

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Differentiable Multiple Shooting Layers

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This paper cites Bergmann, Tacio Camba, Erika Dudkin, Janine Egert, Fabian Fröhlich, Lara Fuhrmann, Adrian L.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Bergmann, Tacio Camba, Erika Dudkin, Janine Egert, Fabian Fröhlich, Lara Fuhrmann, Adrian L

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This paper cites PEtab.jl: advancing the efficiency and utility of dynamic modelling.Bioinformatics, 41(9):btaf497, September 2025.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations PEtab.jl: advancing the efficiency and utility of dynamic modelling.Bioinformatics, 41(9):btaf497, September 2025

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Distilling Free-Form Natural Laws from Experimental Data

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations A Simple Sequentially Rejective Multiple Test Procedure.Scandinavian Journal of Statistics, 6(2):65–70, 1979

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Kingma and Jimmy Ba

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Challenges in Training PINNs: A Loss Landscape Perspective

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Dissect- ing Neural ODEs

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This paper cites On the difficulty of training recurrent neural networks.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations On the difficulty of training recurrent neural networks

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This paper cites Visualizing the Loss Landscape of Neural Nets.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Visualizing the Loss Landscape of Neural Nets

Reference 58

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Observation 11521b3e-1e76-4ace-843c-8c0e865adeee · outbound

This paper cites Biologically informed NeuralODEs for genome-wide regulatory dynamics.Genome Biology, 25(1):127, May 2024.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Biologically informed NeuralODEs for genome-wide regulatory dynamics.Genome Biology, 25(1):127, May 2024

Reference 59

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Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-10T04:30:16.691941Z

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This paper cites Forward-Mode Automatic Differentiation in Julia.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Forward-Mode Automatic Differentiation in Julia

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-10T04:30:16.701013Z

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Observation 86d40dfb-50b5-4f7c-8b95-a676e43a07fb · outbound

This paper cites Gutenkunst, Joshua J.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Gutenkunst, Joshua J

Reference 62

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Observation 341fa8ea-5dae-4866-9113-61614f632622 · outbound

This paper cites Tsitouras.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Tsitouras

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-10T04:30:16.709301Z

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This paper cites Construction of Rosenbrock–Wanner method Rodas5P and numerical bench- marks within the Julia Differential Equations package.BIT Numerical Mathematics, 63(2):27, April 2023.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Construction of Rosenbrock–Wanner method Rodas5P and numerical bench- marks within the Julia Differential Equations package.BIT Numerical Mathematics, 63(2):27, April 2023

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-10T04:30:16.713389Z

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This paper cites Understanding the difficulty of training deep feedforward neural networks.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Understanding the difficulty of training deep feedforward neural networks

Reference 65

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T04:30:17.089675Z

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Observation 5507888f-123d-44a7-a848-3ec7bee75adc · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations Adam: A Method for Stochastic Optimization

Reference 2017

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This paper cites doi: 10.1038/s42003-026-09758-w.

Curriculum Multiple Shooting for Robust Training of Neural and Universal Differential Equations doi: 10.1038/s42003-026-09758-w

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-10T04:30:16.696432Z

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