Edit Profile (opens in new tab) Hosseini, Bamdad Co-Author Distance Author ID: hosseini.bamdad Published as: Hosseini, Bamdad Documents Indexed: 26 Publications since 2011, including 9 Additional arXiv Preprints Co-Authors: 33 Co-Authors with 23 Joint Publications 1,325 Co-Co-Authors all top 5 Co-Authors 2 single-authored 6 Stuart, Andrew M. 4 Hoffmann, Franca 4 Owhadi, Houman 4 Stockie, John M. 4 Taghvaei, Amirhossein 3 Batlle, Pau 2 Chen, Yifan 2 Kovachki, Nikola B. 2 Nigam, Nilima 1 Baptista, Ricardo 1 Bertozzi, Andrea Louise 1 Bhattacharya, Kaushik 1 Constanciel, Elodie 1 Darcy, Matthieu 1 Drake, James M. 1 Garbuno-Inigo, Alfredo 1 Garcia, Juan G. 1 Garciatrillos, Nicolas 1 Hashemi, Roohollah 1 Helin, Tapio 1 Hsu, Alexander W. 1 Jin, Niyizhen 1 Johndrow, James E. 1 Li, Hao 1 Marzouk, Youssef M. 1 Miller, Kevin C. 1 Mougenot, Charles 1 Oberai, Assad A. 1 Pandey, Biraj 1 Pichardo, Samuel 1 Ren, Zhi 1 Sagiv, Amir 1 Steinerberger, Stefan 1 Trillos, Nicolás García all top 5 Serials 3 Journal of Computational Physics 3 SIAM/ASA Journal on Uncertainty Quantification 2 Journal of Machine Learning Research (JMLR) 1 Computers and Fluids 1 Inverse Problems 1 The Annals of Applied Probability 1 Notices of the American Mathematical Society 1 Applied and Computational Harmonic Analysis 1 Comptes Rendus. Mathématique. Académie des Sciences, Paris 1 Communications in Computational Physics 1 International Journal for Computational Methods in Engineering Science and Mechanics 1 SMAI Journal of Computational Mathematics all top 5 Fields 14 Statistics (62-XX) 11 Numerical analysis (65-XX) 9 Partial differential equations (35-XX) 8 Probability theory and stochastic processes (60-XX) 7 Computer science (68-XX) 3 Combinatorics (05-XX) 3 Calculus of variations and optimal control; optimization (49-XX) 2 Operator theory (47-XX) 2 Fluid mechanics (76-XX) 2 Geophysics (86-XX) 2 Operations research, mathematical programming (90-XX) 1 Ordinary differential equations (34-XX) 1 Approximations and expansions (41-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 12 Publications have been cited 147 times in 134 Documents Cited by ▼ Year ▼ Model reduction and neural networks for parametric PDEs. Zbl 1481.65260 Bhattacharya, Kaushik; Hosseini, Bamdad; Kovachki, Nikola B.; Stuart, Andrew M. 45 2021 Solving and learning nonlinear PDEs with Gaussian processes. Zbl 07516428 Chen, Yifan; Hosseini, Bamdad; Owhadi, Houman; Stuart, Andrew M. 24 2021 On regularizations of the Dirac delta distribution. Zbl 1349.35008 Hosseini, Bamdad; Nigam, Nilima; Stockie, John M. 18 2016 Well-posed Bayesian inverse problems: priors with exponential tails. Zbl 1371.35349 Hosseini, Bamdad; Nigam, Nilima 18 2017 Well-posed Bayesian inverse problems with infinitely divisible and heavy-tailed prior measures. Zbl 1390.35417 Hosseini, Bamdad 14 2017 Solution of Burgers’ equation using a local-RBF meshless method. Zbl 1239.65064 Hosseini, Bamdad; Hashemi, Roohollah 8 2011 Two Metropolis-Hastings algorithms for posterior measures with non-Gaussian priors in infinite dimensions. Zbl 07118427 Hosseini, Bamdad 6 2019 Geometric structure of graph Laplacian embeddings. Zbl 07370580 García Trillos, Nicolás; Hoffmann, Franca; Hosseini, Bamdad 5 2021 Spectral analysis of weighted Laplacians arising in data clustering. Zbl 07432352 Hoffmann, Franca; Hosseini, Bamdad; Oberai, Assad A.; Stuart, Andrew M. 4 2022 A Bayesian approach for energy-based estimation of acoustic aberrations in high intensity focused ultrasound treatment. Zbl 1473.65080 Hosseini, Bamdad; Mougenot, Charles; Pichardo, Samuel; Constanciel, Elodie; Drake, James M.; Stockie, John 2 2019 Consistency of semi-supervised learning algorithms on graphs: probit and one-hot methods. Zbl 1527.68179 Hoffmann, Franca; Hosseini, Bamdad; Ren, Zhi; Stuart, Andrew M. 2 2020 Estimating airborne particulate emissions using a finite-volume forward solver coupled with a Bayesian inversion approach. Zbl 1390.76442 Hosseini, Bamdad; Stockie, John M. 1 2017 Spectral analysis of weighted Laplacians arising in data clustering. Zbl 07432352 Hoffmann, Franca; Hosseini, Bamdad; Oberai, Assad A.; Stuart, Andrew M. 4 2022 Model reduction and neural networks for parametric PDEs. Zbl 1481.65260 Bhattacharya, Kaushik; Hosseini, Bamdad; Kovachki, Nikola B.; Stuart, Andrew M. 45 2021 Solving and learning nonlinear PDEs with Gaussian processes. Zbl 07516428 Chen, Yifan; Hosseini, Bamdad; Owhadi, Houman; Stuart, Andrew M. 24 2021 Geometric structure of graph Laplacian embeddings. Zbl 07370580 García Trillos, Nicolás; Hoffmann, Franca; Hosseini, Bamdad 5 2021 Consistency of semi-supervised learning algorithms on graphs: probit and one-hot methods. Zbl 1527.68179 Hoffmann, Franca; Hosseini, Bamdad; Ren, Zhi; Stuart, Andrew M. 2 2020 Two Metropolis-Hastings algorithms for posterior measures with non-Gaussian priors in infinite dimensions. Zbl 07118427 Hosseini, Bamdad 6 2019 A Bayesian approach for energy-based estimation of acoustic aberrations in high intensity focused ultrasound treatment. Zbl 1473.65080 Hosseini, Bamdad; Mougenot, Charles; Pichardo, Samuel; Constanciel, Elodie; Drake, James M.; Stockie, John 2 2019 Well-posed Bayesian inverse problems: priors with exponential tails. Zbl 1371.35349 Hosseini, Bamdad; Nigam, Nilima 18 2017 Well-posed Bayesian inverse problems with infinitely divisible and heavy-tailed prior measures. Zbl 1390.35417 Hosseini, Bamdad 14 2017 Estimating airborne particulate emissions using a finite-volume forward solver coupled with a Bayesian inversion approach. Zbl 1390.76442 Hosseini, Bamdad; Stockie, John M. 1 2017 On regularizations of the Dirac delta distribution. Zbl 1349.35008 Hosseini, Bamdad; Nigam, Nilima; Stockie, John M. 18 2016 Solution of Burgers’ equation using a local-RBF meshless method. Zbl 1239.65064 Hosseini, Bamdad; Hashemi, Roohollah 8 2011 all cited Publications top 5 cited Publications all top 5 Cited by 310 Authors 8 Hosseini, Bamdad 8 Stuart, Andrew M. 7 Owhadi, Houman 4 Ghattas, Omar N. 4 Hamzi, Boumediene 4 O’Leary-Roseberry, Thomas 3 Heltai, Luca 3 Kevrekidis, Ioannis George 3 Manzoni, Andrea 3 Uribe, Felipe 2 Calder, Jeff 2 Chen, Peng 2 Christen, J. Andrés 2 Cirak, Fehmi 2 Cuomo, Salvatore 2 Dahmen, Wolfgang A. 2 Darcy, Matthieu 2 Dong, Yiqiu 2 Franco, Nicola Rares 2 Hansen, Per Christian 2 Henderson, Iain 2 Herrmann, Lukas 2 Kamatani, Kengo 2 Kovachki, Nikola B. 2 Latz, Jonas 2 Lei, Wenyu 2 Lie, Han Cheng 2 Margenberg, Nils 2 Muga, Ignacio 2 Nelsen, Nicholas H. 2 Perdikaris, Paris G. 2 Roininen, Lassi 2 Schwab, Christoph 2 Severino, Gerardo 2 Siettos, Constantinos I. 2 Sullivan, Tim 2 Tartakovsky, Alexandre M. 2 van der Zee, Kristoffer George 2 Willcox, Karen E. 2 Yang, Xianjin 2 Zunino, Paolo 1 Akian, Jean-Luc 1 Akyildiz, Ömer Deniz 1 Alberts, Alex 1 Allendes, Alejandro 1 Álvarez, Mauricio A. 1 Alzubaidi, Laith 1 Amos, Brandon D. 1 Awasthi, Ashish 1 Ayanbayev, Birzhan 1 Baglini, Lorenzo Luperi 1 Bai, Jinshuai 1 Balakrishnan, Sivaraman 1 Bardsley, Johnathan M. 1 Barth, Andrea 1 Batlle, Pau 1 Bause, Markus 1 Becker, Sebastian 1 Bencomo, Mario J. 1 Benner, Peter 1 Bertozzi, Andrea Louise 1 Betz, Wolfgang 1 Bhattacharya, Kaushik 1 Bilionis, Ilias 1 Bonnet, Laurent 1 Bouklas, Nikolaos 1 Bretin, Elie 1 Brevis, Ignacio 1 Bruna, Joan 1 Campagna, Rosanna 1 Cao, Lianghao 1 Capistrán, Marcos A. 1 Chada, Neil K. 1 Chan, Raymond Hon-Fu 1 Chaudhuri, Anirban 1 Chen, Peiyi 1 Chen, Yifan 1 Chen, Yongsheng 1 Cheng, Xiuyuan 1 Chew, Joyce 1 Chi, Chun-Mei 1 Christlieb, Andrew J. 1 Chung, Julianne M. 1 Chung, Matthias 1 Cicci, Ludovica 1 Cohen, Albert 1 Coşgun, Tahir 1 Craig, Katy 1 Croix, Jean-Charles 1 Cui, Tiangang 1 Daza-Torres, Maria L. 1 De Brouwer, Edward 1 de Hoop, Maarten V. 1 De Marchi, Stefano 1 Denis, Roland 1 DeVore, Ronald A. 1 Du, Xiaosong 1 Dunbar, Oliver R. A. 1 Dunlop, Matthew M. 1 Durrande, Nicolas ...and 210 more Authors all top 5 Cited in 60 Serials 21 Journal of Computational Physics 11 Computer Methods in Applied Mechanics and Engineering 8 SIAM/ASA Journal on Uncertainty Quantification 7 Journal of Scientific Computing 7 SIAM Journal on Scientific Computing 4 Inverse Problems 4 Physica D 3 Applied Mathematics and Computation 3 Applied and Computational Harmonic Analysis 3 Engineering Analysis with Boundary Elements 3 Multiscale Modeling & Simulation 2 Journal of Mathematical Biology 2 Mathematics of Computation 2 Journal of Computational and Applied Mathematics 2 Numerische Mathematik 2 Computational and Applied Mathematics 2 Journal of Machine Learning Research (JMLR) 2 Oberwolfach Reports 2 Communications in Computational Physics 2 Statistics and Computing 2 AMM. Applied Mathematics and Mechanics. (English Edition) 1 Computers and Fluids 1 Computers & Mathematics with Applications 1 Jahresbericht der Deutschen Mathematiker-Vereinigung (DMV) 1 Physica A 1 Bulletin of Mathematical Biology 1 Theory of Probability and its Applications 1 International Journal for Numerical Methods in Engineering 1 Journal of the American Statistical Association 1 Journal of Applied Probability 1 Journal of Functional Analysis 1 SIAM Journal on Numerical Analysis 1 Applied Numerical Mathematics 1 Constructive Approximation 1 Computational Mechanics 1 Numerical Methods for Partial Differential Equations 1 European Journal of Applied Mathematics 1 The Annals of Applied Probability 1 SIAM Journal on Mathematical Analysis 1 SIAM Review 1 Journal of Inverse and Ill-Posed Problems 1 ETNA. Electronic Transactions on Numerical Analysis 1 Boletín de la Sociedad Matemática Mexicana. Third Series 1 Mathematical Finance 1 Communications in Nonlinear Science and Numerical Simulation 1 Methodology and Computing in Applied Probability 1 International Journal of Nonlinear Sciences and Numerical Simulation 1 Inverse Problems and Imaging 1 Electronic Journal of Statistics 1 SIAM Journal on Imaging Sciences 1 Foundations and Trends in Machine Learning 1 Journal of Mathematical Research with Applications 1 Bayesian Analysis 1 Advances in Nonlinear Analysis 1 Mathematics 1 Journal of the Japan Statistical Society. Japanese Issue 1 Annals of Applied Mathematics 1 Results in Applied Mathematics 1 SIAM Journal on Mathematics of Data Science 1 Communications of the American Mathematical Society all top 5 Cited in 30 Fields 89 Numerical analysis (65-XX) 51 Computer science (68-XX) 48 Partial differential equations (35-XX) 42 Statistics (62-XX) 21 Probability theory and stochastic processes (60-XX) 13 Fluid mechanics (76-XX) 8 Biology and other natural sciences (92-XX) 7 Approximations and expansions (41-XX) 6 Calculus of variations and optimal control; optimization (49-XX) 5 Dynamical systems and ergodic theory (37-XX) 5 Operator theory (47-XX) 4 Combinatorics (05-XX) 4 Mechanics of deformable solids (74-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Functional analysis (46-XX) 3 Geophysics (86-XX) 3 Systems theory; control (93-XX) 3 Information and communication theory, circuits (94-XX) 2 General and overarching topics; collections (00-XX) 2 Statistical mechanics, structure of matter (82-XX) 1 Measure and integration (28-XX) 1 Several complex variables and analytic spaces (32-XX) 1 Ordinary differential equations (34-XX) 1 Integral equations (45-XX) 1 Differential geometry (53-XX) 1 Mechanics of particles and systems (70-XX) 1 Optics, electromagnetic theory (78-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Quantum theory (81-XX) 1 Operations research, mathematical programming (90-XX) Citations by Year