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Existence of solutions for fractional impulsive neutral functional differential equations with infinite delay JOURNAL ARTICLE published December 2013 in Neurocomputing |
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Global attractiveness and quasi-invariant sets of impulsive neutral stochastic functional differential equations driven by fBm JOURNAL ARTICLE published February 2016 in Neurocomputing Research funded by NNSF of China (11271093) |
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Learning solutions to partial differential equations using LS-SVM JOURNAL ARTICLE published July 2015 in Neurocomputing Research funded by FP7/2007-2013 (European Research Council) | ERC AdG A-DATADRIVE-B (290923) | Research Council KUL (GOA/10/09 MaNet,CoE PFV/10/002 (OPTEC),BIL12/11T) | Flemish Government (G.0377.12,G.088114N) | SBO POM (100031) | iMinds Medical Information Technologies (SBO 2014) | Belgian Federal Science Policy Office (IUAP P7/19) |
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Extreme theory of functional connections: A fast physics-informed neural network method for solving ordinary and partial differential equations JOURNAL ARTICLE published October 2021 in Neurocomputing Research funded by NASA Science Mission Directorate (80NSSC19K1149,80NSSC19K1152) |
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Existence of periodic solutions for a class of Cohen–Grossberg type neural networks with neutral delays JOURNAL ARTICLE published February 2011 in Neurocomputing |
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Existence and exponential stability of piecewise pseudo almost periodic solution of neutral-type inertial neural networks with mixed delay and impulsive perturbations JOURNAL ARTICLE published September 2019 in Neurocomputing |
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Novel Existence and Stability Criteria of Periodic Solutions for Impulsive Delayed Neural Networks Via Coefficient Integral Averages JOURNAL ARTICLE published December 2016 in Neurocomputing Research funded by National Natural Science Foundation of China (61372139,61503175,61374078,61571372) | New Century Excellent Talents in University ([2013]47) | Central Universities (XDJK2016A001,XDJK2014A009) | High School Key Scientific Research Project of Henan Province (15A120013) | NPRP (4-1162-1-181) |
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Neural network method for fractional-order partial differential equations JOURNAL ARTICLE published November 2020 in Neurocomputing |
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Stochastic mixed impulsive control and stability for stochastic functional differential systems with semi-Markov jump JOURNAL ARTICLE published May 2023 in Neurocomputing Research funded by Natural Science Foundation of Shandong Province (ZR2021MA065,ZR2021MF016) |
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Global stability problem for feedback control systems of impulsive fractional differential equations on networks JOURNAL ARTICLE published August 2015 in Neurocomputing Research funded by National Natural Science Foundation of China (11371287,11472238,61273106,61379064) | International Science and Technology Cooperation Program of China (2010DFA14700) | Natural Science Foundation of Xinjiang (2013211B06) | China Postdoctoral Science Foundation (2013M540782,2014T70953) | Natural Science Foundation of Xinjiang University (BS120101) | Specialized Research Fund for the Doctoral Program of Higher Education (20136501120001) |
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A fast alternating time-splitting approach for learning partial differential equations JOURNAL ARTICLE published April 2016 in Neurocomputing Research funded by NSF China (61473302) | National Basic Research Program of China (973 Program) (2015CB352502) | National Natural Science Foundation (NSF) of China (61272341,61231002) |
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A constrained integration (CINT) approach to solving partial differential equations using artificial neural networks JOURNAL ARTICLE published May 2015 in Neurocomputing Research funded by National Science Foundation under ECCS (0823945) |
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A unified deep artificial neural network approach to partial differential equations in complex geometries JOURNAL ARTICLE published November 2018 in Neurocomputing |
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Distributed learning machines for solving forward and inverse problems in partial differential equations JOURNAL ARTICLE published January 2021 in Neurocomputing |
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GCN-FFNN: A two-stream deep model for learning solution to partial differential equations JOURNAL ARTICLE published October 2022 in Neurocomputing |
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A wavelet multiscale iterative regularization method for the parameter estimation problems of partial differential equations JOURNAL ARTICLE published March 2013 in Neurocomputing |
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Physics Informed Extreme Learning Machine (PIELM)–A rapid method for the numerical solution of partial differential equations JOURNAL ARTICLE published May 2020 in Neurocomputing |
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A CNN-based approach for a class of non-standard hyperbolic partial differential equations modeling distributed parameters (nonlinear) control systems JOURNAL ARTICLE published September 2015 in Neurocomputing Research funded by internal grant competition of the University of Craiova (10C/2014) |
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Multiple periodic solutions of delayed competitive neural networks via functional differential inclusions JOURNAL ARTICLE published November 2015 in Neurocomputing Research funded by National Natural Science Foundation of China (11371127,11401228) | Natural Science Foundation of Fujian Province (2015J01584) | Promotion Program for Young and Middle-aged Teacher in Science and Technology Research of Huaqiao University (ZQN-PY201) |
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A robust hybrid method for text detection in natural scenes by learning-based partial differential equations JOURNAL ARTICLE published November 2015 in Neurocomputing Research funded by National Natural Science Foundation of China (61473302) | National Basic Research Program of China (2015CB352502,61272341,61231002) |