Bamdad Hosseini

Available identifiers

zbMath Open hosseini.bamdadMaRDI QIDQ1648363

List of research outcomes

Publication	Date of Publication	Type
A kernel framework for learning differential equations and their solution operators	2024-05-03	Paper
Kernel methods are competitive for operator learning	2024-02-21	Paper
Spectral gaps and error estimates for infinite-dimensional Metropolis-Hastings with non-Gaussian priors	2023-06-05	Paper
Error Analysis of Kernel/GP Methods for Nonlinear and Parametric PDEs	2023-05-08	Paper
Optimal Transport Particle Filters	2023-04-01	Paper
Bayesian Posterior Perturbation Analysis with Integral Probability Metrics	2023-03-02	Paper
An Approximation Theory Framework for Measure-Transport Sampling Algorithms	2023-02-27	Paper
Intrinsic sparsity of Kantorovich solutions	2022-10-12	Paper
Solving and learning nonlinear PDEs with Gaussian processes	2022-04-29	Paper
Spectral analysis of weighted Laplacians arising in data clustering	2021-11-23	Paper
A Bayesian Approach for Energy-Based Estimation of Acoustic Aberrations in High Intensity Focused Ultrasound Treatment	2021-10-29	Paper
Posterior consistency of semi-supervised regression on graphs	2021-10-20	Paper
Model reduction and neural networks for parametric PDEs	2021-08-31	Paper
Solving and Learning Nonlinear PDEs with Gaussian Processes	2021-03-23	Paper
https://portal.mardi4nfdi.de/entity/Q5148978	2021-02-05	Paper
Two Metropolis--Hastings Algorithms for Posterior Measures with Non-Gaussian Priors in Infinite Dimensions	2019-10-17	Paper
Spectral Analysis Of Weighted Laplacians Arising In Data Clustering	2019-09-13	Paper
Consistency of semi-supervised learning algorithms on graphs: Probit and one-hot methods	2019-06-18	Paper
Geometric structure of graph Laplacian embeddings	2019-01-29	Paper
Estimating airborne particulate emissions using a finite-volume forward solver coupled with a Bayesian inversion approach	2018-06-27	Paper
Simultaneous model calibration and source inversion in atmospheric dispersion models	2018-06-14	Paper
Two Metropolis-Hastings algorithms for posterior measures with non-Gaussian priors in infinite dimensions	2018-04-20	Paper
Well-Posed Bayesian Inverse Problems with Infinitely Divisible and Heavy-Tailed Prior Measures	2018-04-19	Paper
Well-Posed Bayesian Inverse Problems: Priors with Exponential Tails	2017-06-28	Paper
On regularizations of the Dirac delta distribution	2016-12-05	Paper
Solution of Burgers’ Equation Using a Local-RBF Meshless Method	2012-03-02	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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