- BO-SA-PINNs: Self-adaptive physics-informed neural networks based on Bayesian optimization for automatically designing PDE solvers
2025/04/14 by Zhang, Rui, Li, Liang, Lanteri, Stéphane +2 · 1 citation
#65D99 #Computational Engineering #FOS: Computer and information sciences #FOS: Mathematics #Finance #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #and Science (cs.CE)
- Solving Semi-Discrete Optimal Transport Problems: star shapedeness and Newton's method
2023/10/11 by Dieci, Luca, Omarov, Daniyar · 1 citation
#49M15 #65D99 #65K99 #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
- Solver algorithm for stabilized space-time formulation of advection-dominated diffusion problem
2023/06/28 by Łoś, Marcin, Sepulveda-Salas, Paulina, Paszyński, Maciej · 1 citation
#35A25 #65D99 #65M60 #FOS: Mathematics #G.1.8 #G.4 #I.6.3 #Numerical Analysis (math.NA)
- Computing Persistence Diagram Bundles
2022/10/12 by Hickok, Abigail · 1 citation
#55N31 #55R99 #65D99 #Algebraic Topology (math.AT) #Computational Geometry (cs.CG) #FOS: Computer and information sciences #FOS: Mathematics
- Boundary Estimation from Point Clouds: Algorithms, Guarantees and\n Applications
2021/11/04 by Jeff Calder, Sangmin Park, Calder, Jeff +3 · 1 citation
Mathematics · #62G20 #65D99 #65N12 #65N15 #65N75 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Statistical Methods and Inference #Statistics Theory (math.ST)
- Performance analysis of greedy algorithms for minimising a Maximum Mean Discrepancy
2021/01/19 by Pronzato, Luc · 1 citation
#62K99 #65D30 #65D99 #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- BTINHOM -- MATLAB routines for balanced truncation model reduction for systems with nonzero initial value
2020/06/03 by Christian Schröder, Voigt, Schröder, Christian +1 · 1 citation
Engineering · Mathematics · Physics and Astronomy · #65D99 #93C15 #FOS: Electrical engineering #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations #Power System Optimization and Stability #Systems and Control (eess.SY) #electronic engineering #information engineering
- Spectral convergence of diffusion maps: improved error bounds and an alternative normalisation
2020/06/03 by Caroline L. Wormell, Sebastian Reich, Wormell, Caroline L. +1 · 1 citation
Computer Science · Medicine · Physics and Astronomy · #35P15 #60J60 #62M05 #65D99 #Advanced Mathematical Modeling in Engineering #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #NMR spectroscopy and applications #Numerical Analysis (math.NA) #Probability (math.PR) #Statistics Theory (math.ST)
- A gradient descent perspective on Sinkhorn
2020/02/10 by Léger, Flavien · 1 citation
#49N99 #65D99 #65N12 #65Y20 #90C08 #FOS: Mathematics #Optimization and Control (math.OC)
- Numerical construction of spherical t-designs by Barzilai-Borwein method
2019/04/16 by Xiao, Yuchen, An, Congpei · 1 citation
#65D99 #65F99 #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
- Quadratically regularized optimal transport
2019/03/04 by Lorenz, Dirk A., Manns, Paul, Meyer, Christian · 5 citations
#49Q20 #65D99 #90C25 #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
- Parametric PDEs: Sparse or Low-Rank Approximations?
2016/07/15 by Markus Bachmayr, Albert Cohen, Bachmayr, Markus +2 · 1 citation
Mathematics · Physics and Astronomy · #41A46 #41A63 #42C10 #65D99 #65J10 #65N12 #65N15 #FOS: Mathematics #Mathematical Approximation and Integration #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Tensor decomposition and applications
- Tensor-Sparsity of Solutions to High-Dimensional Elliptic Partial Differential Equations
2014/07/23 by Dahmen, Wolfgang, DeVore, Ronald, Grasedyck, Lars +1 · 1 citation
#35J25 #41A25 #41A46 #41A63 #65D99 #Analysis of PDEs (math.AP) #FOS: Mathematics #Numerical Analysis (math.NA)
- Representation by Integrating Reproducing Kernels
2012/02/20 by Hotz, Thomas, Telschow, Fabian J. E. · 1 citation
#46E22 #65D99 #FOS: Mathematics #Functional Analysis (math.FA) #Numerical Analysis (math.NA)