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SIAM Review, Volume 67

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Volume 67, Number 1, 2025

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Marlis Hochbruck:
Survey and Review. 1
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Johannes O. Royset:
Risk-Adaptive Approaches to Stochastic Optimization: A Survey. 3-70
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Stefan M. Wild:
Research Spotlights. 71
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Nina Maria Gottschling, Vegard Antun, Anders C. Hansen, Ben Adcock:
The Troublesome Kernel: On Hallucinations, No Free Lunches, and the Accuracy-Stability Tradeoff in Inverse Problems. 73-104
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The Editors:
Sigest. 105
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Tyrus Berry, Suddhasattwa Das:
Limits of Learning Dynamical Systems. 107-137
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Hélène Frankowska:
Education. 139-140
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Nicholas S. Moore, Eric C. Cyr, Peter Ohm, Christopher M. Siefert, Raymond S. Tuminaro:
Graph Neural Networks and Applied Linear Algebra. 141-175
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Thomas Nagel, Tymofiy Gerasimov, Jere Remes, Dominik Kern:
Neighborhood Watch in Mechanics: Nonlocal Models and Convolution. 176-193
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Anita T. Layton:
Book Reviews. 195-196
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John C. Butcher, Robert M. Corless:
Featured Review: Numerical Integration of Differential Equations. 197-204
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Gabriele Ciaramella:
Book Review: Numerical Methods in Physics with Python. Second Edition. 204-205
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  - journals/siamrev/Maric25
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Nevena Maric:
Book Review: Probability Adventures. 205-206
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David Banks:
Book Review: Essential Statistics for Data Science: A Concise Crash Course. 206-207
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  - journals/siamrev/Morandi25
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Omar Morandi:
Book Review: Elegant Simulations. From Simple Oscillators to Many-Body Systems. 207-208
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  - journals/siamrev/Hosseini25
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Bamdad Hosseini:
Book Review: Mathematical Pictures at a Data Science Exhibition. 208-209

Volume 67, Number 2, 2025

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Marlis Hochbruck:
Survey and Review. 211
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Ben Tu, Nikolas Kantas, Robert M. Lee, Behrang Shafei:
Multiobjective Optimization Using the R2 Utility. 213-255
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Patrick Henning, Elias Jarlebring:
The Gross-Pitaevskii Equation and Eigenvector Nonlinearities: Numerical Methods and Algorithms. 256-317
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Stefan M. Wild:
Research Spotlights. 319
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Ho Yun, Victor M. Panaretos:
Computerized Tomography and Reproducing Kernels. 321-350
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The Editors:
Sigest. 351
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Carles Falcó, Ruth E. Baker, José A. Carrillo:
A Nonlocal-to-Local Approach to Aggregation-Diffusion Equations. 353-372
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Hélène Frankowska:
Education. 373
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Grace D'agostino, Hermann J. Eberl:
Uncertainty Analysis of a Simple River Quality Model Using Differential Inequalities. 375-398
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Anita T. Layton:
Book Reviews. 399
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Rachel Roca:
Featured Review: How Data Happened: A History from the Age of Reason to the Age of Algorithms. 401-403
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Laura W. Layton:
Book Review: Math in Drag. 404-405
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  - journals/siamrev/Datta25
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Esha Datta:
Book Review: Big Data Analytics for Smart Transport and Healthcare Systems. 405-406
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  - journals/siamrev/WilliamsA25
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Hollis Williams, Azza M. Algatheem:
Book Review: Algorithmic Mathematics in Machine Learning. 406-408
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  - journals/siamrev/Bungert25
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Leon Bungert:
Book Review: Optimal Mass Transport on Euclidean Spaces. 408-411
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  - journals/siamrev/Kumar25
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Chaman Kumar:
Book Review: Stochastic Integral and Differential Equations in Mathematical Modelling. 411

Volume 67, Number 3, 2025

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Marlis Hochbruck:
Survey and Review. 413
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Christian Füllner, Steffen Rebennack:
Stochastic Dual Dynamic Programming and Its Variants: A Review. 415-539
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Stefan M. Wild:
Research Spotlights. 541
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Daniel Sanz-Alonso, Nathan Waniorek:
Hierarchical Bayesian Inverse Problems: A High-Dimensional Statistics Viewpoint. 543-575
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The Editors:
Sigest. 577
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Yongxin Chen, Tryphon T. Georgiou, Michele Pavon:
Optimal Survival Strategies for Diffusive Flows: A Schrödinger Bridge Approach to Unbalanced Transport. 579-604
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Hélène Frankowska:
Education. 605
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Catherine F. Higham, Desmond J. Higham, Peter Grindrod:
Diffusion Models for Generative Artificial Intelligence: An Introduction for Applied Mathematicians. 607-623
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  - journals/siamrev/ReischR25
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Cordula Reisch, Hendrik Ranocha:
Modeling Still Matters: A Surprising Instance of Catastrophic Floating Point Errors in Mathematical Biology and Numerical Methods for ODEs. 624-641
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  - journals/siamrev/Layton25c
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Anita T. Layton:
Book Reviews. 643
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  - journals/siamrev/Malmskog25
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Beth Malmskog:
Featured Review: Making Democracy Count: How Mathematics Improves Voting, Electoral Maps, and Representation. 645-650
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  - journals/siamrev/Aliaga25
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Sebastián Zamorano Aliaga:
Book Review: Inverse Optimal Control and Inverse Noncooperative Dynamic Game Theory: A Minimum-Principle Approach. 650-651
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  - journals/siamrev/Ruf25
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Matthias Ruf:
Book Review: Discrete Variational Problems with Interfaces. 651-654
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  - journals/siamrev/Chen25
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Hao Chen:
Book Review: Differential Equations: Solving Ordinary and Partial Differential Equations with Mathematica. 654-655
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  - journals/siamrev/Garab25
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Ábel Garab:
Book Review: Dissipative Lattice Dynamical Systems. 655-656
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  - journals/siamrev/Pamen25
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Olivier Menoukeu Pamen:
Book Review: Statistical Foundations of Actuarial Learning and Its Applications. 656-658

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