On neural differential equations

On neural differential equations

<p>The conjoining of dynamical systems and deep learning has become a topic of great interest. In particular, neural differential equations (NDEs) demonstrate that neural networks and differential equation are two sides of the same coin. Traditional parameterised differential equations are a s...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awdur:	Kidger, P
Awduron Eraill:	Lyons, T
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	2021
Pynciau:	Machine learning Deep learning (Machine learning) Stochastic differential equations Differential equations

Eitemau Tebyg

Learning nonlinear integral operators via recurrent neural networks and its application in solving integro-differential equations
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Cyhoeddwyd: (2024-03-01)

Stochastic ordinary and stochastic partial differential equations : transition from microscopic to macroscopic equations /
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Cyhoeddwyd: (2008)

Stochastic stability of differential equations : translated by D. Louvish /
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Cyhoeddwyd: (1980)

Stochastic Runge-Kutta method for stochastic delay differential equations /
gan: Norhayati Rosli, 1981-
Cyhoeddwyd: (2012)

Stochastic Runge-Kutta method for stochastic delay differential equations /
gan: Norhayati Rosli, 1981-, et al.
Cyhoeddwyd: (2012)

Stochastic functional differential equations /
gan: 407678 Mohammed, S. E. A.
Cyhoeddwyd: (1984)

Stochastic differential equations /
gan: Gihman, Iosif Il'ich
Cyhoeddwyd: (1972)

Data-driven simulation of ammonia combustion using neural ordinary differential equations (NODE)
gan: Manabu Saito, et al.
Cyhoeddwyd: (2023-12-01)

Introduction to stochastic differential equations /
gan: 383038 Grad, T. C.
Cyhoeddwyd: (1988)

Stochastic differential equations and applications /
gan: 361850 Friedman, Avner
Cyhoeddwyd: (1975)

Stochastic differential equations and applications /
gan: 361850 Friedman, Avner
Cyhoeddwyd: (2003)

Stochastic differential equations and applications /
gan: 188350 Mao, Xuerong
Cyhoeddwyd: (2008)

Numerical solution of stochastic differential equations /
gan: 235037 Kloeden, Peter E., et al.
Cyhoeddwyd: (1992)

Stochastic differential equations : an introduction with applications /
gan: 336932 Oksendal, B. K. (Bernt Karsten), 1945-
Cyhoeddwyd: (2003)

Statistical methods for stochastic differential equations /
gan: Kessler, Mathieu, 1970-, et al.
Cyhoeddwyd: (c201)

Stochastic differential equations : an introduction with applications /
gan: 350609 Oksendal, Bernt
Cyhoeddwyd: (1985)

Stochastic differential equations and applications : Proceedings /
gan: Conference on Stochastic Differential Equations and Applications, (Park City, Utah : February 17-20, 1976), et al.
Cyhoeddwyd: (1977)

Stochastic differential equations and diffusion processes /
gan: 234001 Nobuyuki, Ikeda, et al.
Cyhoeddwyd: (1989)

Theory and applications of stochastic differential equations /
gan: 407406 Schuss, Zeev
Cyhoeddwyd: (1980)

Random differential equations in science and engineering /
gan: 407425 Soong, T. T.
Cyhoeddwyd: (1973)

Introduction to random differential equations and their applications /
gan: 407569 Srinivasan, S. Kidambi, et al.
Cyhoeddwyd: (1971)

Stochastic differential equations: theory and applications /
gan: 407321 Arnold, Ludwig
Cyhoeddwyd: (1974)

Modeling with Ito? stochastic differential equations /
gan: Allen, E., (Edward)
Cyhoeddwyd: (2007)

Stochastic differential equations : theory and applications /
gan: Baxendale, Peter H., et al.
Cyhoeddwyd: (2007)

Stochastic differential equations : an introduction with applications /
gan: 350609 Oksendal, Bernt
Cyhoeddwyd: (1995)

Stochastic differential equations : with applications to physics and engineering /
gan: 353635 Sobczyk, Kazimierz
Cyhoeddwyd: (1991)

Proceedings of the International Symposium on Stochastic Differential Equations /
gan: International Symposium on Stochastic Differential Equations, (Kyoto University : 1976), et al.
Cyhoeddwyd: (1978)

Stochastic differential equation for two-phase growth model /
gan: Granita, 1972- , author 615044, et al.
Cyhoeddwyd: (2018)

Stochastic differential equation for two-phase growth model /
gan: Granita, 1972-, author 615044
Cyhoeddwyd: (2018)

Simulation and inference for stochastic differential equations : with R examples /
gan: 457221 Iacus, Stefano M.
Cyhoeddwyd: (2008)

Neural modal ordinary differential equations: Integrating physics-based modeling with neural ordinary differential equations for modeling high-dimensional monitored structures
gan: Zhilu Lai, et al.
Cyhoeddwyd: (2022-01-01)

A Concise Course on Stochastic Partial Differential Equations [electronic resources]: /
gan: 432508 Prevot, Claudia, et al.
Cyhoeddwyd: (2007)

Modified two-step method for stochastic differential equation's parameter estimation /
gan: Nur Hashida Md Lazim, 1992-, author, et al.
Cyhoeddwyd: (2017)

Modified two-step method for stochastic differential equation's parameter estimation /
gan: Nur Hashida Md Lazim, 1992-, author, et al.
Cyhoeddwyd: (2017)

Stochastic partial differential equations /
gan: 310825 Chow, P. L. (Pao Liu), 1936-
Cyhoeddwyd: (c200)

Stochastic partial differential equations /
gan: 310825 Chow, P. L. (Pao Liu), 1936- author
Cyhoeddwyd: (2015)

Data mining and mathematical models in cancer prognosis and prediction
gan: Yu Chong, et al.
Cyhoeddwyd: (2022-06-01)

An Efficient Method for Solving Two-Dimensional Partial Differential Equations with the Deep Operator Network
gan: Xiaoyu Zhang, et al.
Cyhoeddwyd: (2023-11-01)

Fault Diagnosis via Neural Ordinary Differential Equations
gan: Luis Enciso-Salas, et al.
Cyhoeddwyd: (2021-04-01)

Theory of stochastic differential equations with jumps and applications : mathematical and analytical techniques with applications to engineering /
gan: 230389 Situ, Rong
Cyhoeddwyd: (2005)