Search results for "PDE"

Hits ?▲	Authors	Title	Venue	Year	Link
12	Huan Yu, Saehong Park, Alexandre M. Bayen, Scott J. Moura, Miroslav Krstic	Reinforcement Learning Versus PDE Backstepping and PI Control for Congested Freeway Traffic.	IEEE Trans. Control. Syst. Technol.	2022	DBLP DOI BibTeX RDF
12	Stefan Koch 0002, Alessandro Pilloni, Alessandro Pisano, Elio Usai	Sliding-Mode Boundary Control of an In-Line Heating System Governed by Coupled PDE/ODE Dynamics.	IEEE Trans. Control. Syst. Technol.	2022	DBLP DOI BibTeX RDF
12	Philipp A. Guth, Vesa Kaarnioja, Frances Y. Kuo, Claudia Schillings, Ian H. Sloan	Parabolic PDE-constrained optimal control under uncertainty with entropic risk measure using quasi-Monte Carlo integration.	CoRR	2022	DBLP DOI BibTeX RDF
12	Ryma Imene Rahla	Spectral analysis and fast methods for large matrices arising from PDE approximation.	CoRR	2022	DBLP DOI BibTeX RDF
12	Clarissa Astuto, Daniele Boffi, Jan Haskovec, Peter A. Markowich, Giovanni Russo 0001	Comparison of two aspects of a PDE model for biological network formation.	CoRR	2022	DBLP DOI BibTeX RDF
12	Zhongkai Hao, Chengyang Ying, Hang Su 0006, Jun Zhu 0001, Jian Song, Ze Cheng	Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients.	CoRR	2022	DBLP DOI BibTeX RDF
12	Marvin Pförtner, Ingo Steinwart, Philipp Hennig, Jonathan Wenger	Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers.	CoRR	2022	DBLP DOI BibTeX RDF
12	Suchuan Dong, Yiran Wang	A Method for Computing Inverse Parametric PDE Problems with Random-Weight Neural Networks.	CoRR	2022	DBLP DOI BibTeX RDF
12	Tian Qin, Alex Beatson, Deniz Oktay, Nick McGreivy, Ryan P. Adams	Meta-PDE: Learning to Solve PDEs Quickly Without a Mesh.	CoRR	2022	DBLP DOI BibTeX RDF
12	Oussama Boussif, Dan Assouline, Loubna Benabbou, Yoshua Bengio	MAgNet: Mesh Agnostic Neural PDE Solver.	CoRR	2022	DBLP DOI BibTeX RDF
12	Tim Keil	Adaptive Reduced Basis Methods for Multiscale Problems and Large-scale PDE-constrained Optimization.	CoRR	2022	DBLP DOI BibTeX RDF
12	Dmitrij Sitenko, Bastian Boll, Christoph Schnörr	A Nonlocal Graph-PDE and Higher-Order Geometric Integration for Image Labeling.	CoRR	2022	DBLP DOI BibTeX RDF
12	Pourya Pilva, Ahmad Zareei	Learning time-dependent PDE solver using Message Passing Graph Neural Networks.	CoRR	2022	DBLP DOI BibTeX RDF
12	Namgyu Kang, Byeonghyeon Lee, Youngjoon Hong, Seok-Bae Yun, Eunbyung Park	PIXEL: Physics-Informed Cell Representations for Fast and Accurate PDE Solvers.	CoRR	2022	DBLP DOI BibTeX RDF
12	Ekrem Fatih Yilmazer, Delio Vicini, Wenzel Jakob	Solving Inverse PDE Problems using Grid-Free Monte Carlo Estimators.	CoRR	2022	DBLP DOI BibTeX RDF
12	Stefano Berrone, Denise Grappein, Stefano Scialò	A PDE-constrained optimization method for 3D-1D coupled problems with discontinuous solutions.	CoRR	2022	DBLP DOI BibTeX RDF
12	Mehdi Garrousian, Amirhossein Nouranizadeh	Boundary informed inverse PDE problems on discrete Riemann surfaces.	CoRR	2022	DBLP DOI BibTeX RDF
12	Yuan Lan, Zhen Li, Jie Sun, Yang Xiang 0002	DOSnet as a Non-Black-Box PDE Solver: When Deep Learning Meets Operator Splitting.	CoRR	2022	DBLP DOI BibTeX RDF
12	Pongpisit Thanasutives, Takeshi Morita 0005, Masayuki Numao, Ken-ichi Fukui	Noise-aware Physics-informed Machine Learning for Robust PDE Discovery.	CoRR	2022	DBLP DOI BibTeX RDF
12	Alessandro Alla, Angela Monti, Ivonne Sgura	Adaptive POD-DEIM correction for Turing pattern approximation in reaction-diffusion PDE systems.	CoRR	2022	DBLP DOI BibTeX RDF
12	Tim Keil, Hendrik Kleikamp, Rolf J. Lorentzen, Micheal B. Oguntola, Mario Ohlberger	Adaptive machine learning based surrogate modeling to accelerate PDE-constrained optimization in enhanced oil recovery.	CoRR	2022	DBLP DOI BibTeX RDF
12	Robert Stephany, Christopher J. Earls	PDE-LEARN: Using Deep Learning to Discover Partial Differential Equations from Noisy, Limited Data.	CoRR	2022	DBLP DOI BibTeX RDF
12	Kui Ren 0002, Lu Zhang	Data-Driven Joint Inversions for PDE Models.	CoRR	2022	DBLP DOI BibTeX RDF
12	Dmitrii Chaikovskii, Ye Zhang	Solving forward and inverse problems in a non-linear 3D PDE via an asymptotic expansion based approach.	CoRR	2022	DBLP DOI BibTeX RDF
12	Mingyuan Yang, John T. Foster	Multi-Output Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Uncertainties.	CoRR	2022	DBLP BibTeX RDF
12	Zakaria Belhachmi, Thomas Jacumin	Optimal Interpolation Data for PDE-based Compression of Images with Noise.	CoRR	2022	DBLP BibTeX RDF
12	Jan Niklas Fuhg, Arnav Karmarkar, Teeratorn Kadeethum, Hongkyu Yoon, Nikolaos Bouklas	Deep Convolutional Ritz Method: Parametric PDE surrogates without labeled data.	CoRR	2022	DBLP DOI BibTeX RDF
12	Ziyue Liu 0003, Xinling Yu, Zheng Zhang	TT-PINN: A Tensor-Compressed Neural PDE Solver for Edge Computing.	CoRR	2022	DBLP DOI BibTeX RDF
12	Birgit Hillebrecht, Benjamin Unger	Certified machine learning: Rigorous a posteriori error bounds for PDE defined PINNs.	CoRR	2022	DBLP DOI BibTeX RDF
12	Niusen Chen, Bo Chen 0028, Weisong Shi	The Block-based Mobile PDE Systems Are Not Secure - Experimental Attacks.	CoRR	2022	DBLP DOI BibTeX RDF
12	Da Long, Nicole Mrvaljevic, Shandian Zhe, Bamdad Hosseini	A Kernel Approach for PDE Discovery and Operator Learning.	CoRR	2022	DBLP DOI BibTeX RDF
12	Jayesh K. Gupta, Johannes Brandstetter	Towards Multi-spatiotemporal-scale Generalized PDE Modeling.	CoRR	2022	DBLP DOI BibTeX RDF
12	Mikhail S. Malovichko, Nikolay B. Yavich, Alexandra Razorenova, Nikolay A. Koshev	PDE-constrained optimization for electroencephalographic source reconstruction.	CoRR	2022	DBLP DOI BibTeX RDF
12	Masanobu Horie, Naoto Mitsume	Physics-Embedded Neural Networks: E(n)-Equivariant Graph Neural PDE Solvers.	CoRR	2022	DBLP DOI BibTeX RDF
12	Yuan Yin, Matthieu Kirchmeyer, Jean-Yves Franceschi, Alain Rakotomamonjy, Patrick Gallinari	Continuous PDE Dynamics Forecasting with Implicit Neural Representations.	CoRR	2022	DBLP DOI BibTeX RDF
12	Xin-Yang Liu, Hao Sun 0002, Jian-Xun Wang 0001	Predicting parametric spatiotemporal dynamics by multi-resolution PDE structure-preserved deep learning.	CoRR	2022	DBLP DOI BibTeX RDF
12	Bjørn Jensen, Tuomo Valkonen	A nonsmooth primal-dual method with simultaneous adaptive PDE constraint solver.	CoRR	2022	DBLP DOI BibTeX RDF
12	Jonna C. Roden, Rory D. Mills-Williams, John W. Pearson, Benjamin D. Goddard	MultiShape: A Spectral Element Method, with Applications to Dynamic Density Functional Theory and PDE-Constrained Optimization.	CoRR	2022	DBLP DOI BibTeX RDF
12	Jingting Zhang, Chengzhi Yuan, Wei Zeng 0003, Cong Wang	Fault Detection and Isolation of Uncertain Nonlinear Parabolic PDE Systems.	CoRR	2022	DBLP DOI BibTeX RDF
12	David B. Stein	Spectrally accurate solutions to inhomogeneous elliptic PDE in smooth geometries using function intension.	CoRR	2022	DBLP DOI BibTeX RDF
12	Xu Liu 0021, Wen Yao, Wei Peng, Weien Zhou	Bayesian Physics-Informed Extreme Learning Machine for Forward and Inverse PDE Problems with Noisy Data.	CoRR	2022	DBLP DOI BibTeX RDF
12	Jostein Barry-Straume, Arash Sarshar, Andrey A. Popov, Adrian Sandu	Physics-informed neural networks for PDE-constrained optimization and control.	CoRR	2022	DBLP DOI BibTeX RDF
12	Yunfei Song	PDE-Based Optimization for Advection Diffusion Equation in 2D Domain.	CoRR	2022	DBLP DOI BibTeX RDF
12	Gijs Bellaard, Daan L. J. Bon, Gautam Pai 0001, Bart M. N. Smets, Remco Duits	Analysis of (sub-)Riemannian PDE-G-CNNs.	CoRR	2022	DBLP DOI BibTeX RDF
12	Léon Migus, Yuan Yin, Jocelyn Ahmed Mazari, Patrick Gallinari	Multi-scale Physical Representations for Approximating PDE Solutions with Graph Neural Operators.	CoRR	2022	DBLP DOI BibTeX RDF
12	Mikhail S. Malovichko, A. Orazbayev, Nikolay I. Khokhlov	Iterative PDE-constrained optimization for seismic full-waveform inversion.	CoRR	2022	DBLP DOI BibTeX RDF
12	Hongkai Zhao, Yimin Zhong	How much can one learn from a single solution of a PDE?	CoRR	2022	DBLP DOI BibTeX RDF
12	Tongjia Zheng, Hai Lin 0002	PDE-based Dynamic Control and Estimation of Soft Robotic Arms.	CoRR	2022	DBLP DOI BibTeX RDF
12	Vladimir A. Kobzar, Robert V. Kohn	A PDE-Based Analysis of the Symmetric Two-Armed Bernoulli Bandit.	CoRR	2022	DBLP BibTeX RDF
12	Cenk Demir, Shumon Koga, Miroslav Krstic	Input Delay Compensation for Neuron Growth by PDE Backstepping.	CoRR	2022	DBLP DOI BibTeX RDF
12	Biswajit Khara, Ethan Herron, Zhanhong Jiang, Aditya Balu, Chih-Hsuan Yang, Kumar Saurabh, Anushrut Jignasu, Soumik Sarkar, Chinmay Hegde, Adarsh Krishnamurthy, Baskar Ganapathysubramanian	Neural PDE Solvers for Irregular Domains.	CoRR	2022	DBLP DOI BibTeX RDF
12	Johannes Brandstetter, Max Welling, Daniel E. Worrall	Lie Point Symmetry Data Augmentation for Neural PDE Solvers.	CoRR	2022	DBLP BibTeX RDF
12	Erhan Bayraktar, Ibrahim Ekren, Xin Zhang 0080	A PDE approach for regret bounds under partial monitoring.	CoRR	2022	DBLP DOI BibTeX RDF
12	Ion Gabriel Ion, Dimitrios Loukrezis, Herbert De Gersem	Tensor train based isogeometric analysis for PDE approximation on parameter dependent geometries.	CoRR	2022	DBLP DOI BibTeX RDF
12	Aipeng Sun, Zekun Zhu, Shunchuan Yang, Zhizhang Chen	Nonconformal Domain Decomposition Method Based on the Hybrid SIE-PDE Formulation for Flexible Transverse Magnetic Analysis.	CoRR	2022	DBLP DOI BibTeX RDF
12	Tizian Wenzel, Daniel Winkle, Gabriele Santin, Bernard Haasdonk	Adaptive meshfree solution of linear partial differential equations with PDE-greedy kernel methods.	CoRR	2022	DBLP DOI BibTeX RDF
12	Johannes Brandstetter, Daniel E. Worrall, Max Welling	Message Passing Neural PDE Solvers.	CoRR	2022	DBLP BibTeX RDF
12	Johannes Brandstetter, Rianne van den Berg, Max Welling, Jayesh K. Gupta	Clifford Neural Layers for PDE Modeling.	CoRR	2022	DBLP DOI BibTeX RDF
12	Qingqing Zhao, David B. Lindell, Gordon Wetzstein	Learning to Solve PDE-constrained Inverse Problems with Graph Networks.	CoRR	2022	DBLP DOI BibTeX RDF
12	Zhiyu Zhang 0003, Ashok Cutkosky, Ioannis Ch. Paschalidis	PDE-Based Optimal Strategy for Unconstrained Online Learning.	CoRR	2022	DBLP BibTeX RDF
12	Wenbin Song, Mingrui Zhang, Joseph G. Wallwork, Junpeng Gao, Zheng Tian 0002, Fanglei Sun, Matthew D. Piggott, Junqing Chen, Zuoqiang Shi, Xiang Chen, Jun Wang 0012	M2N: Mesh Movement Networks for PDE Solvers.	CoRR	2022	DBLP DOI BibTeX RDF
12	Lizuo Liu, Wei Cai	DeepPropNet - A Recursive Deep Propagator Neural Network for Learning Evolution PDE Operators.	CoRR	2022	DBLP BibTeX RDF
12	Zezhong Zhang, Richard Archibald, Feng Bao 0005	A PDE-based Adaptive Kernel Method for Solving Optimal Filtering Problems.	CoRR	2022	DBLP DOI BibTeX RDF
12	Atish Dixit, Ahmed H. Elsheikh	A Multilevel Reinforcement Learning Framework for PDE-based Control.	CoRR	2022	DBLP DOI BibTeX RDF
12		On rate of convergence of finite difference scheme for degenerate parabolic-hyperbolic PDE with Levy noise.	CoRR	2022	DBLP DOI BibTeX RDF
12	Shumon Koga, Cenk Demir, Miroslav Krstic	Event-Triggered Safe Stabilizing Boundary Control for the Stefan PDE System with Actuator Dynamics.	CoRR	2022	DBLP DOI BibTeX RDF
12	Denise Grappein, Stefano Scialò, Fabio Vicini	Extended Finite Elements for 3D-1D coupled problems via a PDE-constrained optimization approach.	CoRR	2022	DBLP DOI BibTeX RDF
12	Guanzhou Wei, Xiao Liu, Russell R. Barton	Gibbs Phenomenon Suppression in PDE-Based Statistical Spatio-Temporal Models.	CoRR	2022	DBLP DOI BibTeX RDF
12	Stefan Banholzer, Luca Mechelli, Stefan Volkwein	A trust region reduced basis Pascoletti-Serafini algorithm for multi-objective PDE-constrained parameter optimization.	CoRR	2022	DBLP BibTeX RDF
12	Yuanyuan Shi, Zongyi Li, Huan Yu, Drew Steeves, Anima Anandkumar, Miroslav Krstic	Machine Learning Accelerated PDE Backstepping Observers.	CoRR	2022	DBLP DOI BibTeX RDF
12	Björn Lütjens, Catherine H. Crawford, Campbell D. Watson, Christopher Hill, Dava Newman	Multiscale Neural Operator: Learning Fast and Grid-independent PDE Solvers.	CoRR	2022	DBLP DOI BibTeX RDF
12	Zaiping Zhu, Anzong Zheng, Andrés Iglesias 0001, Shuangbu Wang, Yu Xia, Ehtzaz Chaudhry, Lihua You, Jian-Jun Zhang 0001	PDE patch-based surface reconstruction from point clouds.	J. Comput. Sci.	2022	DBLP DOI BibTeX RDF
12	N. Lima, José Matos, Jody Maick Matos, Paulo B. Vasconcelos	A Time-Splitting Tau Method for PDE's: A Contribution for the Spectral Tau Toolbox Library.	Math. Comput. Sci.	2022	DBLP DOI BibTeX RDF
12	Neil K. Chada, Håkon Hoel, Ajay Jasra, Georgios E. Zouraris	Improved Efficiency of Multilevel Monte Carlo for Stochastic PDE through Strong Pairwise Coupling.	J. Sci. Comput.	2022	DBLP DOI BibTeX RDF
12	Larry L. Schumaker	Solving Elliptic PDE's Using Polynomial Splines on Curved Triangulations.	J. Sci. Comput.	2022	DBLP DOI BibTeX RDF
12	Yifan Chen, Thomas Y. Hou 0001	Multiscale Elliptic PDE Upscaling and Function Approximation via Subsampled Data.	Multiscale Model. Simul.	2022	DBLP DOI BibTeX RDF
12	Dia Zeidan, Chi Kin Chau, Tzon-Tzer Lu	On the development of Adomian decomposition method for solving PDE systems with non-prescribed data.	Comput. Appl. Math.	2022	DBLP DOI BibTeX RDF
12	Qian-Qian Li, Zi-Peng Wang, Huai-Ning Wu, Yueyang Li, Han-Xiong Li	Mixed H2/H∞ Fault-Tolerant Sampled-Data Fuzzy Control for Nonlinear Parabolic PDE Systems Under Deception Attacks.	Int. J. Fuzzy Syst.	2022	DBLP DOI BibTeX RDF
12	Eduardo Brandao, Jean-Philippe Colombier, Stefan Duffner, Rémi Emonet, Florence Garrelie, Amaury Habrard, François Jacquenet, Anthony Nakhoul, Marc Sebban	Learning PDE to Model Self-Organization of Matter.	Entropy	2022	DBLP DOI BibTeX RDF
12	Johannes Milz, Michael Ulbrich	An Approximation Scheme for Distributionally Robust PDE-Constrained Optimization.	SIAM J. Control. Optim.	2022	DBLP DOI BibTeX RDF
12	Wei Xia, Christine A. Shoemaker	Improving the speed of global parallel optimization on PDE models with processor affinity scheduling.	Comput. Aided Civ. Infrastructure Eng.	2022	DBLP DOI BibTeX RDF
12	David Pumaricra Rojas, Matti Noack, Johann Reger, Carlos Gustavo Pérez-Zuñiga	State Estimation for Coupled Reaction-Diffusion PDE Systems Using Modulating Functions.	Sensors	2022	DBLP DOI BibTeX RDF
12	Jan Bouwe van den Berg, Elena Queirolo	Rigorous validation of a Hopf bifurcation in the Kuramoto-Sivashinsky PDE.	Commun. Nonlinear Sci. Numer. Simul.	2022	DBLP DOI BibTeX RDF
12	Zakaria Belhachmi, Thomas Jacumin	Optimal interpolation data for PDE-based compression of images with noise.	Commun. Nonlinear Sci. Numer. Simul.	2022	DBLP DOI BibTeX RDF
12	Xiaona Song, Qiyuan Zhang, Shuai Song, Choon Ki Ahn	Sampled-Data-Based Event-Triggered Fuzzy Control for PDE Systems Under Cyberattacks.	IEEE Trans. Fuzzy Syst.	2022	DBLP DOI BibTeX RDF
12	Xiaona Song, Renzhi Zhang, Choon Ki Ahn, Shuai Song	Adaptive Event-Triggered Control of Networked Fuzzy PDE Systems Under Hybrid Cyber Attacks.	IEEE Trans. Fuzzy Syst.	2022	DBLP DOI BibTeX RDF
12	Ruimei Zhang, Hongxia Wang 0001, Ju H. Park 0001, Peisong He, Deqiang Zeng, Xiangpeng Xie	Fuzzy Secure Control for Nonlinear $N$-D Parabolic PDE-ODE Coupled Systems Under Stochastic Deception Attacks.	IEEE Trans. Fuzzy Syst.	2022	DBLP DOI BibTeX RDF
12	Xiaona Song, Qiyuan Zhang, Yijun Zhang 0001, Shuai Song	Fuzzy Event-Triggered Control for PDE Systems With Pointwise Measurements Based on Relaxed Lyapunov-Krasovskii Functionals.	IEEE Trans. Fuzzy Syst.	2022	DBLP DOI BibTeX RDF
12	Alexander Köhler, Michael Breuß	Computational Analysis of PDE-Based Shape Analysis Models by Exploring the Damped Wave Equation.	Algorithms	2022	DBLP DOI BibTeX RDF
12	Robert Stephany, Christopher J. Earls	PDE-READ: Human-readable partial differential equation discovery using deep learning.	Neural Networks	2022	DBLP DOI BibTeX RDF
12	Michele Boreale, Luisa Collodi	A linear-algebraic method to compute polynomial PDE conservation laws.	J. Symb. Comput.	2022	DBLP DOI BibTeX RDF
12	Najmeh Ghaderi	A novel observer-based approach for the exponential stabilization of the string PDE with cubic nonlinearities.	Syst. Control. Lett.	2022	DBLP DOI BibTeX RDF
12	Aikaterini Aretaki, Efthymios N. Karatzas	Random geometries for optimal control PDE problems based on fictitious domain FEMs and cut elements.	J. Comput. Appl. Math.	2022	DBLP DOI BibTeX RDF
12	Min Pang, Christine Annette Shoemaker, David Bindel	Early termination strategies with asynchronous parallel optimization in application to automatic calibration of groundwater PDE models.	Environ. Model. Softw.	2022	DBLP DOI BibTeX RDF
12	Lekbir Afraites, Aissam Hadri, Amine Laghrib, Mourad Nachaoui	A weighted parameter identification PDE-constrained optimization for inverse image denoising problem.	Vis. Comput.	2022	DBLP DOI BibTeX RDF
12	Idriss El Mourabit, Amine Laghrib, Aissam Hadri, Abdelilah Hakim	A theoretical study of a bilateral term with a tensor-based fourth-order PDE for image super-resolution.	Adv. Comput. Math.	2022	DBLP DOI BibTeX RDF
12	Tim Keil, Hendrik Kleikamp, Rolf J. Lorentzen, Micheal B. Oguntola, Mario Ohlberger	Adaptive machine learning-based surrogate modeling to accelerate PDE-constrained optimization in enhanced oil recovery.	Adv. Comput. Math.	2022	DBLP DOI BibTeX RDF
12	Esten Nicolai Wøien, Markus Grasmair	A PDE-Based Method for Shape Registration.	SIAM J. Imaging Sci.	2022	DBLP DOI BibTeX RDF
12	Ganesh Sundaramoorthi, Anthony J. Yezzi, Minas Benyamin	Accelerated Optimization in the PDE Framework: Formulations for the Manifold of Diffeomorphisms.	SIAM J. Imaging Sci.	2022	DBLP DOI BibTeX RDF
12	Sudeb Majee, Rajendra K. Ray, Ananta K. Majee	A New Non-Linear Hyperbolic-Parabolic Coupled PDE Model for Image Despeckling.	IEEE Trans. Image Process.	2022	DBLP DOI BibTeX RDF