NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives | Paper Citation Record

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This paper cites 2018, Nature, 561, 360, doi: 10.1038/s41586-018-0510-7.

NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 2018, Nature, 561, 360, doi: 10.1038/s41586-018-0510-7

Reference 1

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This paper cites 1966, Pacific Journal of Mathematics, 16, 1, doi: 10.2140/pjm.1966.16.1.

NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 1966, Pacific Journal of Mathematics, 16, 1, doi: 10.2140/pjm.1966.16.1

Reference 2

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives Unresolved cited work

Reference 3

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This paper cites 2008, Galactic Dynamics, 2nd edn.

NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 2008, Galactic Dynamics, 2nd edn

Reference 4

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This paper cites 2013, The Astrophysical Journal, 779, 115, doi: 10.1088/0004-637X/779/2/115.

NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 2013, The Astrophysical Journal, 779, 115, doi: 10.1088/0004-637X/779/2/115

Reference 5

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This paper cites 2012, The Astrophysical Journal, 756, 89, doi: 10.1088/0004-637X/756/1/89.

NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 2012, The Astrophysical Journal, 756, 89, doi: 10.1088/0004-637X/756/1/89

Reference 6

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This paper cites L., Proctor, J.

NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives L., Proctor, J

Reference 7

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This paper cites 1999, SIAM Journal on Scientific Computing, 21, 792, doi: 10.1137/S106482759732678X.

NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 1999, SIAM Journal on Scientific Computing, 21, 792, doi: 10.1137/S106482759732678X

Reference 8

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This paper cites 2000, Experimental Mathematics, 9, 3, doi: 10.1080/10586458.2000.10504632 Cr´ ez´ e, M., Chereul, E., Bienaym´ e, O., & Pichon, C.

NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 2000, Experimental Mathematics, 9, 3, doi: 10.1080/10586458.2000.10504632 Cr´ ez´ e, M., Chereul, E., Bienaym´ e, O., & Pichon, C

Reference 9

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This paper cites 1989, Mathematics of Control, Signals and Systems, 2, 303, doi: 10.1007/BF02551274.

NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 1989, Mathematics of Control, Signals and Systems, 2, 303, doi: 10.1007/BF02551274

Reference 10

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This paper cites A., & Udell, M.

NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives A., & Udell, M

Reference 11

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives H., & Pereyra, V

Reference 12

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives H., & Pereyra, V

Reference 13

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives Unresolved cited work

Reference 14

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This paper cites 2024, in Advances in Neural Information Processing Systems, Vol.

NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 2024, in Advances in Neural Information Processing Systems, Vol

Reference 15

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives H., Littlewood, J

Reference 16

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives R., Millman, K

Reference 17

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This paper cites 2000, Monthly Notices of the Royal Astronomical Society, 313, 209, doi: 10.1046/j.1365-8711.2000.02905.x.

NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 2000, Monthly Notices of the Royal Astronomical Society, 313, 209, doi: 10.1046/j.1365-8711.2000.02905.x

Reference 18

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This paper cites 1989, Neural Networks, 2, 359, doi: 10.1016/0893-6080(89)90020-8.

NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 1989, Neural Networks, 2, 359, doi: 10.1016/0893-6080(89)90020-8

Reference 19

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives Unresolved cited work

Reference 20

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives I., Famaey, B., & Monari, G

Reference 21

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives Unresolved cited work

Reference 22

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This paper cites E., Kevrekidis, I.

NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives E., Kevrekidis, I

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives Adam: A Method for Stochastic Optimization

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 1989, Monthly Notices of the Royal Astronomical Society, 239, 605, doi: 10.1093/mnras/239.2.605

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives Contemporary Symbolic Regression Methods and their Relative Performance

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 1944, Quarterly of Applied Mathematics, 2, 164, doi: 10.1090/qam/10666

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 1981, Polylogarithms and Associated Functions (New York: North-Holland) NestyNet

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives C., & Nocedal, J

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives Unresolved cited work

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 2006, SIAM Journal on Scientific Computing, 27, 1742, doi: 10.1137/040608246

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 1980, Mathematics of Computation, 35, 773, doi: 10.1090/S0025-5718-1980-0572855-7

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives PyTorch: An Imperative Style, High-Performance Deep Learning Library

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives Scikit-learn: Machine Learning in Python

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives Unresolved cited work

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 2003, Iterative Methods for Sparse Linear Systems, 2nd edn

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 2020, Astronomy & Astrophysics, 643, A75, doi: 10.1051/0004-6361/202038535

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives K., Machta, B

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives Improvements to the Levenberg-Marquardt algorithm for nonlinear least-squares minimization

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 2020, Science Advances, 6, eaay2631, doi: 10.1126/sciadv.aay2631

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives E., et al

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 2019, Astronomy & Astrophysics, 623, A30, doi: 10.1051/0004-6361/201834718

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 2005, Numerical Methods and Algorithms, Vol

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NestyNet. I. Physics Functions Are Hard to Fit with Neural Networks: A Framework for Accurate Surrogates and Analytic Derivatives 2013, The Astrophysical Journal, 772, 108, doi: 10.1088/0004-637X/772/2/108

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