<h1>Owhadi, Houman</h1> <h2>Monograph from <a href="https://data.caltech.edu">CaltechTHESIS committee</a></h2> <ul> <li>Burov, Dmitry Anatolyevich (2024) <a href="https://resolver.caltech.edu/CaltechTHESIS:06082024-115947714">Kernel Methods for Learning About Complex Dynamical Systems</a>; <a href="https://doi.org/10.7907/zmmv-1a93">10.7907/zmmv-1a93</a></li> <li>Nelsen, Nicholas Hao (2024) <a href="https://resolver.caltech.edu/CaltechTHESIS:05142024-215222393">Statistical Foundations of Operator Learning</a>; <a href="https://doi.org/10.7907/0246-7574">10.7907/0246-7574</a></li> <li>Leibovici, Daniel Victor (2024) <a href="https://resolver.caltech.edu/CaltechTHESIS:03152024-221312028">General Domain FC-Based Shock Dynamics Solver</a>; <a href="https://doi.org/10.7907/bd5r-4q30">10.7907/bd5r-4q30</a></li> <li>Chen, Yifan (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:05292023-175108484">On Multiscale and Statistical Numerical Methods for PDEs and Inverse Problems</a>; <a href="https://doi.org/10.7907/83p4-c644">10.7907/83p4-c644</a></li> <li>Zhang, Ziyun (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:05302023-222447373">Low-Rank Matrix Recovery: Manifold Geometry and Global Convergence</a>; <a href="https://doi.org/10.7907/hd6q-g460">10.7907/hd6q-g460</a></li> <li>Levine, Matthew Emanuel (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:06012023-213052258">Machine Learning and Data Assimilation for Blending Incomplete Models and Noisy Data</a>; <a href="https://doi.org/10.7907/b82h-ye78">10.7907/b82h-ye78</a></li> <li>Bauinger, Christoph (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:07072022-003500251">The "Interpolated Factored Green Function" Method</a>; <a href="https://doi.org/10.7907/1cnc-s558">10.7907/1cnc-s558</a></li> <li>Zhang, Shumao (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:09202022-034157716">Singularity Formation in the High-Dimensional Euler Equations and Sampling of High-Dimensional Distributions by Deep Generative Networks</a>; <a href="https://doi.org/10.7907/8had-3a90">10.7907/8had-3a90</a></li> <li>Chen, Jiajie (2022) <a href="https://resolver.caltech.edu/CaltechTHESIS:05172022-223804694">Singularity Formation in Incompressible Fluids and Related Models</a>; <a href="https://doi.org/10.7907/nqff-dh92">10.7907/nqff-dh92</a></li> <li>Kovachki, Nikola Borislavov (2022) <a href="https://resolver.caltech.edu/CaltechTHESIS:05252022-180406320">Machine Learning and Scientific Computing</a>; <a href="https://doi.org/10.7907/8nc5-cc67">10.7907/8nc5-cc67</a></li> <li>Schäfer, Florian Tobias (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:06082021-005706263">Inference, Computation, and Games</a>; <a href="https://doi.org/10.7907/esyv-2181">10.7907/esyv-2181</a></li> <li>Yoo, Gene Ryan (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:09062020-172055989">Learning Patterns with Kernels and Learning Kernels from Patterns</a>; <a href="https://doi.org/10.7907/c5fn-ac81">10.7907/c5fn-ac81</a></li> <li>Yoo, Gene Ryan (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:09062020-172055989">Learning Patterns with Kernels and Learning Kernels from Patterns</a>; <a href="https://doi.org/10.7907/c5fn-ac81">10.7907/c5fn-ac81</a></li> <li>Anderson, Thomas Geoffrey (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:09042020-172204130">Hybrid Frequency-Time Analysis and Numerical Methods for Time-Dependent Wave Propagation</a>; <a href="https://doi.org/10.7907/hmv1-r869">10.7907/hmv1-r869</a></li> <li>Schäfer, Florian Tobias (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:06082021-005706263">Inference, Computation, and Games</a>; <a href="https://doi.org/10.7907/esyv-2181">10.7907/esyv-2181</a></li> <li>Fernandez-Lado, Agustin Gabriel (2020) <a href="https://resolver.caltech.edu/CaltechTHESIS:08252019-170117522">Wave-Scattering by Periodic Media</a>; <a href="https://doi.org/10.7907/G7XQ-RT85">10.7907/G7XQ-RT85</a></li> <li>Huang, De (2020) <a href="https://resolver.caltech.edu/CaltechTHESIS:05222020-162227420">Positive Definite Matrices: Compression, Decomposition, Eigensolver, and Concentration</a>; <a href="https://doi.org/10.7907/g2nt-yy27">10.7907/g2nt-yy27</a></li> <li>Garza Gonzalez, Emmanuel (2020) <a href="https://resolver.caltech.edu/CaltechTHESIS:01092020-141256074">Boundary Integral Equation Methods for Simulation and Design of Photonic Devices</a>; <a href="https://doi.org/10.7907/XXPX-9H78">10.7907/XXPX-9H78</a></li> <li>Budninskiy, Maxim A. (2019) <a href="https://resolver.caltech.edu/CaltechTHESIS:12102018-011614041">Geometry-Driven Model Reduction</a>; <a href="https://doi.org/10.7907/0RCX-0369">10.7907/0RCX-0369</a></li> <li>Chern, Albert Ren-Haur (2017) <a href="https://resolver.caltech.edu/CaltechTHESIS:06052017-102338732">Fluid Dynamics with Incompressible Schrödinger Flow</a>; <a href="https://doi.org/10.7907/Z98050N3">10.7907/Z98050N3</a></li> <li>Zhang, Pengchuan (2017) <a href="https://resolver.caltech.edu/CaltechTHESIS:05312017-000636495">Compressing Positive Semidefinite Operators with Sparse/Localized Bases</a>; <a href="https://doi.org/10.7907/Z91N7Z5J">10.7907/Z91N7Z5J</a></li> <li>Liu, Pengfei (2017) <a href="https://resolver.caltech.edu/CaltechTHESIS:09092016-000915850">Spatial Profiles in the Singular Solutions of the 3D Euler Equations and Simplified Models</a>; <a href="https://doi.org/10.7907/Z9V9862G">10.7907/Z9V9862G</a></li> <li>Chen, Yuhua Richard (2017) <a href="https://resolver.caltech.edu/CaltechTHESIS:09022016-135721172">Concentration Inequalities of Random Matrices and Solving Ptychography with a Convex Relaxation</a>; <a href="https://doi.org/10.7907/Z9M906MF">10.7907/Z9M906MF</a></li> <li>Pérez Arancibia, Carlos Andrés (2017) <a href="https://resolver.caltech.edu/CaltechTHESIS:08182016-124629380">Windowed Integral Equation Methods for Problems of Scattering by Defects and Obstacles in Layered Media</a>; <a href="https://doi.org/10.7907/Z9GQ6VQT">10.7907/Z9GQ6VQT</a></li> <li>Cubillos-Moraga, Max Anton (2015) <a href="https://resolver.caltech.edu/CaltechTHESIS:05082015-184801592">General-Domain Compressible Navier-Stokes Solvers Exhibiting Quasi-Unconditional Stability and High Order Accuracy in Space and Time</a>; <a href="https://doi.org/10.7907/Z9WW7FKW">10.7907/Z9WW7FKW</a></li> <li>Mason, Gemma Ellen (2015) <a href="https://resolver.caltech.edu/CaltechTHESIS:05312015-134909133">Full and Model-Reduced Structure-Preserving Simulation of Incompressible Fluids</a>; <a href="https://doi.org/10.7907/Z9KK98QG">10.7907/Z9KK98QG</a></li> <li>Ci, Maolin (2014) <a href="https://resolver.caltech.edu/CaltechTHESIS:03312014-014047677">Multiscale Model Reduction Methods for Deterministic and Stochastic Partial Differential Equations</a>; <a href="https://doi.org/10.7907/06ND-CY07">10.7907/06ND-CY07</a></li> <li>Ferrari de Goes, Fernando (2014) <a href="https://resolver.caltech.edu/CaltechTHESIS:05222014-134831171">Geometric Discretization through Primal-Dual Meshes</a>; <a href="https://doi.org/10.7907/32CA-7376">10.7907/32CA-7376</a></li> <li>Ahn, Hyoung Jun (2014) <a href="https://resolver.caltech.edu/CaltechTHESIS:05232014-172754261">Random Propagation in Complex Systems: Nonlinear Matrix Recursions and Epidemic Spread </a>; <a href="https://doi.org/10.7907/MC7M-EE22">10.7907/MC7M-EE22</a></li> <li>Amlani, Faisal (2014) <a href="https://resolver.caltech.edu/CaltechTHESIS:10082013-093825165">A New High-Order Fourier Continuation-Based Elasticity Solver for Complex Three-Dimensional Geometries</a>; <a href="https://doi.org/10.7907/V9DQ-P103">10.7907/V9DQ-P103</a></li> <li>Han, Shuo (2014) <a href="https://resolver.caltech.edu/CaltechTHESIS:10162013-111333269">Optimal Uncertainty Quantification via Convex Optimization and Relaxation</a>; <a href="https://doi.org/10.7907/X00K-T615">10.7907/X00K-T615</a></li> <li>Tavallali, Peyman (2014) <a href="https://resolver.caltech.edu/CaltechTHESIS:05152014-141711934">Sparse Time-Frequency Data Analysis: A Multi-Scale Approach</a>; <a href="https://doi.org/10.7907/Z9TT4NXD">10.7907/Z9TT4NXD</a></li> <li>Tyranowski, Tomasz Michal (2014) <a href="https://resolver.caltech.edu/CaltechTHESIS:12042013-185815472">Geometric Integration Applied to Moving Mesh Methods and Degenerate Lagrangians</a>; <a href="https://doi.org/10.7907/PH3X-YH23">10.7907/PH3X-YH23</a></li> <li>Sanan, Patrick David (2014) <a href="https://resolver.caltech.edu/CaltechTHESIS:12052013-121547860">Geometric Elasticity for Graphics, Simulation, and Computation</a>; <a href="https://doi.org/10.7907/DF7X-F354">10.7907/DF7X-F354</a></li> <li>Cheng, Mulin (2013) <a href="https://resolver.caltech.edu/CaltechTHESIS:09182012-175436855">Adaptive Methods Exploring Intrinsic Sparse Structures of Stochastic Partial Differential Equations</a>; <a href="https://doi.org/10.7907/V638-V403">10.7907/V638-V403</a></li> <li>Gittens, Alex A. (2013) <a href="https://resolver.caltech.edu/CaltechTHESIS:06102013-100609092">Topics in Randomized Numerical Linear Algebra</a>; <a href="https://doi.org/10.7907/3K1S-R458">10.7907/3K1S-R458</a></li> <li>Elling, Timothy James (2013) <a href="https://resolver.caltech.edu/CaltechTHESIS:07092012-144406693">GPU-Accelerated Fourier-Continuation Solvers and Physically Exact Computational Boundary Conditions for Wave Scattering Problems</a>; <a href="https://doi.org/10.7907/A5ZM-NK18">10.7907/A5ZM-NK18</a></li> <li>Lintner, Stéphane Karl (2012) <a href="https://resolver.caltech.edu/CaltechTHESIS:06072012-004925615">High-Order Integral Equation Methods for Diffraction Problems Involving Screens and Apertures</a>; <a href="https://doi.org/10.7907/VP8P-DP74">10.7907/VP8P-DP74</a></li> <li>Hu, Xin (2012) <a href="https://resolver.caltech.edu/CaltechTHESIS:05302012-081356007">Multiscale Modeling and Computation of 3D Incompressible Turbulent Flows</a>; <a href="https://doi.org/10.7907/K1RZ-1H07">10.7907/K1RZ-1H07</a></li> <li>Jacobs, Henry Ochi (2012) <a href="https://resolver.caltech.edu/CaltechTHESIS:04302012-142612208">Geometric Descriptions of Couplings in Fluids and Circuits</a>; <a href="https://doi.org/10.7907/AZXE-PH33">10.7907/AZXE-PH33</a></li> <li>Betea, Dan Dumitru (2012) <a href="https://resolver.caltech.edu/CaltechTHESIS:05312012-201348939">Elliptic Combinatorics and Markov Processes</a>; <a href="https://doi.org/10.7907/MMZG-5G61">10.7907/MMZG-5G61</a></li> <li>Plan, Yaniv (2011) <a href="https://resolver.caltech.edu/CaltechTHESIS:02272011-233144146">Compressed Sensing, Sparse Approximation, and Low-Rank Matrix Estimation </a>; <a href="https://doi.org/10.7907/K8W9-RS71">10.7907/K8W9-RS71</a></li> <li>Tao, Molei (2011) <a href="https://resolver.caltech.edu/CaltechTHESIS:05262011-171044915">Multiscale Geometric Integration of Deterministic and Stochastic Systems</a>; <a href="https://doi.org/10.7907/6J83-7C18">10.7907/6J83-7C18</a></li> <li>Beni, Catherine Elizabeth (2011) <a href="https://resolver.caltech.edu/CaltechTHESIS:05272011-085600111">Simulation Capabilities for Challenging Medical Imaging and Treatment Planning Problems</a>; <a href="https://doi.org/10.7907/8PBA-RN43">10.7907/8PBA-RN43</a></li> <li>Vyetrenko, Svitlana S. (2011) <a href="https://resolver.caltech.edu/CaltechTHESIS:06032011-153909265">Network Coding for Error Correction</a>; <a href="https://doi.org/10.7907/D2ZM-V541">10.7907/D2ZM-V541</a></li> <li>Vyetrenko, Svitlana S. (2011) <a href="https://resolver.caltech.edu/CaltechTHESIS:06032011-153909265">Network Coding for Error Correction</a>; <a href="https://doi.org/10.7907/D2ZM-V541">10.7907/D2ZM-V541</a></li> <li>Kharevych, Liliya (2010) <a href="https://resolver.caltech.edu/CaltechTHESIS:11172009-224005473">Geometric Interpretation of Physical Systems for Improved Elasticity Simulations</a>; <a href="https://doi.org/10.7907/8ZF3-XN72">10.7907/8ZF3-XN72</a></li> <li>Kharevych, Liliya (2010) <a href="https://resolver.caltech.edu/CaltechTHESIS:11172009-224005473">Geometric Interpretation of Physical Systems for Improved Elasticity Simulations</a>; <a href="https://doi.org/10.7907/8ZF3-XN72">10.7907/8ZF3-XN72</a></li> <li>Randall, Paige Alicia (2009) <a href="https://resolver.caltech.edu/CaltechETD:etd-05292009-152544">Sparse Recovery via Convex Optimization</a>; <a href="https://doi.org/10.7907/3Z65-A925">10.7907/3Z65-A925</a></li> <li>Othmer, Jonathan Andrew (2009) <a href="https://resolver.caltech.edu/CaltechETD:etd-12312008-153810">Algorithms for Mapping Nucleic Acid Free Energy Landscapes</a>; <a href="https://doi.org/10.7907/VJX1-6376">10.7907/VJX1-6376</a></li> <li>Stern, Ari Joshua (2009) <a href="https://resolver.caltech.edu/CaltechETD:etd-12312008-173851">Geometric Discretization of Lagrangian Mechanics and Field Theories</a>; <a href="https://doi.org/10.7907/K943-VJ44">10.7907/K943-VJ44</a></li> <li>Habbal, Feras (2009) <a href="https://resolver.caltech.edu/CaltechETD:etd-06012009-104937">The Optimal Transportation Meshfree Method for General Fluid Flows and Strongly Coupled Fluid-Structure Interaction Problems</a>; <a href="https://doi.org/10.7907/MHQX-3Z52">10.7907/MHQX-3Z52</a></li> <li>Lucas, Leonard Joseph (2009) <a href="https://resolver.caltech.edu/CaltechETD:etd-05292009-165215">Uncertainty Quantification Using Concentration-of-Measure Inequalities</a>; <a href="https://doi.org/10.7907/DRAM-H941">10.7907/DRAM-H941</a></li> <li>Helgason, Hannes (2008) <a href="https://resolver.caltech.edu/CaltechETD:etd-05112008-152328">Nonparametric Detection and Estimation of Highly Oscillatory Signals</a>; <a href="https://doi.org/10.7907/SAEK-MV13">10.7907/SAEK-MV13</a></li> <li>Wang, Ke (2008) <a href="https://resolver.caltech.edu/CaltechETD:etd-02282008-112022">A Subdivision Approach to the Construction of Smooth Differential Forms</a>; <a href="https://doi.org/10.7907/K0DE-9P44">10.7907/K0DE-9P44</a></li> <li>Monro, John Anderson (2008) <a href="https://resolver.caltech.edu/CaltechETD:etd-01032008-222910">A Super-Algebraically Convergent, Windowing-Based Approach to the Evaluation of Scattering from Periodic Rough Surfaces</a>; <a href="https://doi.org/10.7907/F9VM-JP39">10.7907/F9VM-JP39</a></li> <li>Donaldson, Roger David (2008) <a href="https://resolver.caltech.edu/CaltechETD:etd-05212008-164705">Discrete Geometric Homogenisation and Inverse Homogenisation of an Elliptic Operator</a>; <a href="https://doi.org/10.7907/S4S7-8T31">10.7907/S4S7-8T31</a></li> <li>Grubits, Katalin Anna (2008) <a href="https://resolver.caltech.edu/CaltechETD:etd-06062008-171210">Low-Dimensional Representations of Transitions in Molecular Systems</a>; <a href="https://doi.org/10.7907/YMTC-WQ16">10.7907/YMTC-WQ16</a></li> <li>Zhang, Lei (2007) <a href="https://resolver.caltech.edu/CaltechETD:etd-05162007-172755">Metric Based Upscaling for Partial Differential Equations with a Continuum of Scales</a>; <a href="https://doi.org/10.7907/AZ06-4B54">10.7907/AZ06-4B54</a></li> <li>Bou-Rabee, Nawaf Mohammed (2007) <a href="https://resolver.caltech.edu/CaltechETD:etd-06052007-153115">Hamilton-Pontryagin Integrators on Lie Groups</a>; <a href="https://doi.org/10.7907/0EC4-2042">10.7907/0EC4-2042</a></li> <li>Bou-Rabee, Nawaf Mohammed (2007) <a href="https://resolver.caltech.edu/CaltechETD:etd-06052007-153115">Hamilton-Pontryagin Integrators on Lie Groups</a>; <a href="https://doi.org/10.7907/0EC4-2042">10.7907/0EC4-2042</a></li> <li>Dondl, Patrick Werner (2007) <a href="https://resolver.caltech.edu/CaltechETD:etd-05292007-211950">Structure and Evolution of Martensitic Phase Boundaries</a>; <a href="https://doi.org/10.7907/89AW-3S87">10.7907/89AW-3S87</a></li> <li>Shadden, Shawn Christopher (2006) <a href="https://resolver.caltech.edu/CaltechETD:etd-05122006-083011">A Dynamical Systems Approach to Unsteady Systems</a>; <a href="https://doi.org/10.7907/BG86-YB12">10.7907/BG86-YB12</a></li> <li>Luo, Wuan (2006) <a href="https://resolver.caltech.edu/CaltechETD:etd-05182006-173710">Wiener Chaos Expansion and Numerical Solutions of Stochastic Partial Differential Equations</a>; <a href="https://doi.org/10.7907/RPKX-BN02">10.7907/RPKX-BN02</a></li> <li>Demanet, Laurent (2006) <a href="https://resolver.caltech.edu/CaltechETD:etd-05262006-133555">Curvelets, Wave Atoms, and Wave Equations</a>; <a href="https://doi.org/10.7907/1TEF-RQ51">10.7907/1TEF-RQ51</a></li> <li>Shadden, Shawn Christopher (2006) <a href="https://resolver.caltech.edu/CaltechETD:etd-05122006-083011">A Dynamical Systems Approach to Unsteady Systems</a>; <a href="https://doi.org/10.7907/BG86-YB12">10.7907/BG86-YB12</a></li> <li>Westhead, Andrew Neil (2005) <a href="https://resolver.caltech.edu/CaltechETD:etd-05252005-085744">Upscaling for Two-Phase Flows in Porous Media</a>; <a href="https://doi.org/10.7907/T7Q0-FG76">10.7907/T7Q0-FG76</a></li> </ul>