SPADE4: Sparsity and Delay Embedding based Forecasting of Epidemics

11 November 2022

Papers citing "SPADE4: Sparsity and Delay Embedding based Forecasting of Epidemics"

14 / 14 papers shown

Title
SRMD: Sparse Random Mode Decomposition Nicholas Richardson Hayden Schaeffer Giang Tran 40 11 0 12 Apr 2022
Parameter Inference of Time Series by Delay Embeddings and Learning Differentiable Operators A. Lin Adrian S. Wong R. Martin Stanley J. Osher D. Eckhardt AI4TS 43 2 0 11 Mar 2022
HARFE: Hard-Ridge Random Feature Expansion Esha Saha Hayden Schaeffer Giang Tran 96 15 0 06 Feb 2022
Discovery of Nonlinear Dynamical Systems using a Runge-Kutta Inspired Dictionary-based Sparse Regression Approach P. Goyal P. Benner 56 49 0 11 May 2021
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 494 2,401 0 18 Oct 2020
Implicit Neural Representations with Periodic Activation Functions Vincent Sitzmann Julien N. P. Martel Alexander W. Bergman David B. Lindell Gordon Wetzstein AI4TS 128 2,548 0 17 Jun 2020
Implicit Regularization of Random Feature Models Arthur Jacot Berfin Simsek Francesco Spadaro Clément Hongler Franck Gabriel 59 83 0 19 Feb 2020
DeepXDE: A deep learning library for solving differential equations Lu Lu Xuhui Meng Zhiping Mao George Karniadakis PINN AI4CE 95 1,528 0 10 Jul 2019
A Comparative Analysis of the Optimization and Generalization Property of Two-layer Neural Network and Random Feature Models Under Gradient Descent Dynamics E. Weinan Chao Ma Lei Wu MLT 55 123 0 08 Apr 2019
Learning Dynamical Systems from Partial Observations Ibrahim Ayed Emmanuel de Bézenac Arthur Pajot J. Brajard Patrick Gallinari AI4TS 57 91 0 26 Feb 2019
Data Driven Governing Equations Approximation Using Deep Neural Networks Tong Qin Kailiang Wu D. Xiu PINN 71 273 0 13 Nov 2018
Deep learning for universal linear embeddings of nonlinear dynamics Bethany Lusch J. Nathan Kutz Steven L. Brunton 71 1,250 0 27 Dec 2017
Direct likelihood-based inference for discretely observed stochastic compartmental models of infectious disease L. Ho Forrest W. Crawford M. Suchard 41 22 0 24 Aug 2016
Birth/birth-death processes and their computable transition probabilities with biological applications L. Ho Jason Xu Forrest W. Crawford V. Minin M. Suchard 37 40 0 11 Mar 2016