de Hoop, Maarten V.
- The Cost-Accuracy Trade-Off In Operator Learning With Neural Networks
2022/03/24 by de Hoop, Maarten V., Huang, Daniel Zhengyu, Qian, Elizabeth +1 · 9 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- Deep learning architectures for nonlinear operator functions and nonlinear inverse problems
2019/12/23 by Maarten V. de Hoop, Matti Lassas, de Hoop, Maarten V. +3 · 5 citations
Computer Science · Mathematics · Physics and Astronomy · #35R30 #62M45 #68T05 #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical methods in inverse problems #Optimization and Control (math.OC)
- Conditional score-based diffusion models for Bayesian inference in infinite dimensions
2023/05/28 by Baldassari, Lorenzo, Siahkoohi, Ali, Garnier, Josselin +2 · 5 citations
#60Hxx #60Jxx #62F15 #65N21 #68Q32 #Analysis of PDEs (math.AP) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR)
- Transformers are Universal In-context Learners
2024/08/02 by Furuya, Takashi, de Hoop, Maarten V., Peyré, Gabriel · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML)
- Lipschitz stability of an inverse boundary value problem for a Schrödinger type equation
2012/03/07 by Beretta, Elena, de Hoop, Maarten V., Qiu, Lingyun · 1 citation
#35J57 #35R30 #Analysis of PDEs (math.AP) #FOS: Mathematics
- Neural equilibria for long-term prediction of nonlinear conservation laws
2025/01/12 by Jose Antonio Lara Benitez, Benitez, J. Antonio Lara, Kareem Hegazy +9 · 5 citations
Computer Science · Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Generative Adversarial Networks and Image Synthesis #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Model Reduction and Neural Networks
- Implicit Neural Representations and the Algebra of Complex Wavelets
2023/10/01 by T. Mitchell Roddenberry, Vishwanath Saragadam, Roddenberry, T. Mitchell +5 · 3 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Neural Networks and Applications #Signal Processing (eess.SP) #Ultrasonics and Acoustic Wave Propagation #electronic engineering #information engineering
- Optimal Convergence Rates Results for Linear Inverse Problems in Hilbert Spaces
2015/11/10 by Albani, Vinicius, Elbau, Peter, de Hoop, Maarten V. +1 · 1 citation
#FOS: Mathematics #Functional Analysis (math.FA) #Numerical Analysis (math.NA)
- Lipschitz stability for a piecewise linear Schr "odinger potential\n from local Cauchy data
2017/02/14 by Giovanni Alessandrini, Alessandrini, Giovanni, Maarten V. de Hoop +5 · 1 citation
Earth and Planetary Sciences · Mathematics · #35R30 #86A22 #Analysis of PDEs (math.AP) #FOS: Mathematics #Mathematical Analysis and Transform Methods #Numerical methods in inverse problems #Seismic Imaging and Inversion Techniques
- EIT in a layered anisotropic medium
2017/12/17 by Alessandrini, Giovanni, de Hoop, Maarten V., Gaburro, Romina +1 · 1 citation
#Analysis of PDEs (math.AP) #FOS: Mathematics
- Attention network forecasts time-to-failure in laboratory shear\n experiments
2019/12/12 by Hope Jasperson, David C. Bolton, Jasperson, Hope +9 · 1 citation
Computer Science · Earth and Planetary Sciences · #Anomaly Detection Techniques and Applications #Earthquake Detection and Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Seismology and Earthquake Studies
- Geometric inverse problems on gas giants
2024/03/08 by Maarten V. de Hoop, Joonas Ilmavirta, de Hoop, Maarten V. +5 · 2 citations
Earth and Planetary Sciences · #Geophysics and Gravity Measurements
- Quantitative unique continuation for the elasticity system with application to the kinematic inverse rupture problem
2022/03/25 by Maarten V. de Hoop, de Hoop, Maarten V., Matti Lassas +5 · 1 citation
Computer Science · Engineering · Mathematics · #35L10 #35Q86 #35R30 #Analysis of PDEs (math.AP) #Contact Mechanics and Variational Inequalities #FOS: Mathematics #Numerical methods in inverse problems #Stability and Controllability of Differential Equations
- Globally injective and bijective neural operators
2023/06/06 by Takashi Furuya, Michael Puthawala, Furuya, Takashi +5 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical methods in inverse problems