By Alban Gossard and Pierre WeissSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 1314-1346, June 2024. Abstract.Neural networks allow solving many ill-posed inverse problems with unprecedented performance. Physics informed approaches already progressively...
By Yuan Liu, Chunlin Wu, and Chao ZengSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 1255-1283, June 2024. Abstract.Image processing on surfaces has gotten increasing interest in recent years, and denoising is a basic...
By Tin Barisin, Jesus Angulo, Katja Schladitz, and Claudia RedenbachSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 1284-1313, June 2024. Abstract. Scattering networks yield powerful and robust hierarchical image descriptors which do not require lengthy training...
By Charlesquin Kemajou Mbakam, Marcelo Pereyra, and Jean-François GiovannelliSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 1206-1254, June 2024. Abstract.This paper presents a novel stochastic optimization methodology to perform empirical Bayesian inference in semi-blind image...
By Jiangjun Peng, Hailin Wang, Xiangyong Cao, Xixi Jia, Hongying Zhang, and Deyu MengSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 1182-1205, June 2024. Abstract.Recently, the CTV-RPCA model proposed the first recoverable theory for separating low-rank and local-smooth matrices and...
By Zhongming Wu, Chaoyan Huang, and Tieyong ZengSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 1145-1181, June 2024. Abstract.This paper investigates the convergence properties and applications of the three-operator splitting method, also known as...
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By Ningning Han, Juan Nie, Jian Lu, and Michael K. NgSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 1118-1144, June 2024. Abstract.In this paper, we develop an efficient stochastic variance reduced gradient descent algorithm to solve the...
June is LGBTQIA+ Pride Month, an annual U.S. celebration to honor the 1969 Stonewall riots and to promote equal opportunity and equal justice for the LGBTQIA+ community. In honor of Pride Month, ...
By Teresa Klatzer, Paul Dobson, Yoann Altmann, Marcelo Pereyra, Jesus Maria Sanz-Serna, and Konstantinos C. ZygalakisSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 1078-1117, June 2024. Abstract.This paper presents a new accelerated proximal Markov chain Monte Carlo methodology to perform Bayesian inference...
By Muhamed Kuric, Jan Ahmetspahic, and Thomas PockSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 1040-1077, June 2024. Abstract.We consider a class of optimization problems defined over trees with unary cost terms and shifted...
By Junying Meng, Weihong Guo, Jun Liu, and Mingrui YangSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 1007-1039, June 2024. Abstract.The classical Mumford–Shah (MS) model has been successful in some medical image segmentation tasks, providing segmentation...
By Trent DeGiovanni, Fernando Guevara Vasquez, and China MauckSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 984-1006, June 2024. Abstract.We use thermal noise induced currents to image the real and imaginary parts of the conductivity...
By Xiaotong Liu, Jinxin Wang, Di Wang, and Shao-Bo LinSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 951-983, June 2024. Abstract.Spherical radial-basis-based kernel interpolation abounds in image sciences, including geophysical image reconstruction, climate trends description, and...
By Leslie F. Greengard, Shidong Jiang, Manas Rachh, and Jun WangSIAM Review, Volume 66, Issue 2, Page 287-315, May 2024. We present a new version of the fast Gauss transform (FGT) for discrete and continuous sources. Classical Hermite expansions...
By Anita T. LaytonSIAM Review, Volume 66, Issue 2, Page 391-399, May 2024. As I sat down to write this introduction, I became curious how the books chosen for review have changed...
By Julianne Chung and Silvia GazzolaSIAM Review, Volume 66, Issue 2, Page 205-284, May 2024. This paper surveys an important class of methods that combine iterative projection methods and variational regularization methods for large-scale...
By Hannelore De Silva and Karl SigmundSIAM Review, Volume 66, Issue 2, Page 368-387, May 2024. This tutorial describes several basic and much-studied types of interactions with incomplete information, analyzing them by means of evolutionary...
By Hélène FrankowskaSIAM Review, Volume 66, Issue 2, Page 353-353, May 2024. In this issue the Education section presents two contributions. The first paper, “The Poincaré Metric and the Bergman...
By Shixiang Chen, Shiqian Ma, Anthony Man-Cho So, and Tong ZhangSIAM Review, Volume 66, Issue 2, Page 319-352, May 2024. We consider optimization problems over the Stiefel manifold whose objective function is the summation of a smooth function and...
By Stefan M. WildSIAM Review, Volume 66, Issue 2, Page 285-285, May 2024. The Gauss transform---convolution with a Gaussian in the continuous case and the sum of $N$ Gaussians at $M$ points...
By The EditorsSIAM Review, Volume 66, Issue 2, Page 317-317, May 2024. The SIGEST article in this issue is “Nonsmooth Optimization over the Stiefel Manifold and Beyond: Proximal Gradient Method and...
By Marlis HochbruckSIAM Review, Volume 66, Issue 2, Page 203-203, May 2024. Inverse problems arise in various applications---for instance, in geoscience, biomedical science, or mining engineering, to mention just a few....
By Steven G. KrantzSIAM Review, Volume 66, Issue 2, Page 355-367, May 2024. We treat the Poincaré metric on the disc. In particular we emphasize the fact that it is the canonical...
By Quan Yu and Minru BaiSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 917-950, June 2024. Abstract. Anomaly detection in the hyperspectral images, which aims to separate interesting sparse anomalies from backgrounds,...
By Yanran Li, Raymond H. Chan, Lixin Shen, Xiaosheng Zhuang, Risheng Wu, Yijun Huang, and Junwei LiuSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 888-916, June 2024. Abstract. Each coil image in a parallel magnetic resonance imaging (pMRI) system is an imaging slice...
By Ziruo Cai, Junqi Tang, Subhadip Mukherjee, Jinglai Li, Carola-Bibiane Schönlieb, and Xiaoqun ZhangSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 820-860, June 2024. Abstract.Bayesian methods for solving inverse problems are a powerful alternative to classical methods since the Bayesian...
By Lili Bao, Jiahao Lu, Shihui Ying, and Stefan SommerSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 861-887, June 2024. Abstract.In this paper, we propose a new approach to deformable image registration that captures sliding motions....
By Hong Ye Tan, Subhadip Mukherjee, Junqi Tang, and Carola-Bibiane SchönliebSIAM Journal on Imaging Sciences, Volume 17, Issue 2, Page 785-819, June 2024. Abstract.Plug-and-Play (PnP) methods are a class of efficient iterative methods that aim to combine data fidelity...
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May is Asian American and Pacific Islander (AAPI) Heritage Month in the U.S., a commemorative month to recognize the historical and cultural contributions of Asian Americans, Pacific Islanders, and ...
By Charles A. Bouman The following is a brief reflection from the author of Foundations of Computational Imaging: A Model-based Approach , which was published by SIAM in 2022. This ...
SIAM is excited to announce four new researchers who will receive funding through the SIAM Postdoctoral Support Program , the second set of awardees in this newly established program. These early ...
April is National Volunteer Month, an occasion to celebrate the dedicated individuals who selflessly offer their time and energy to make SIAM (and the world) a better place. We would like to ...
Are you a student or an early career SIAM member, 35 years old or younger, and have you made a charitable gift to SIAM in 2024? If so, you can now join Young Friends of SIAM! We ...
This prize was created in 2013 to emphasize George Pólya’s legacy of communicating mathematics effectively. It joins two long-standing Pólya prizes SIAM has awarded in combinatorics and other fields beginning in 1969.
Established in 1998 in memory of Ralph E. Kleinman, the prize recognizes contributions that bridge the gap between high-level mathematics and engineering problems. The award is based on the quality and impact of the mathematics.
This joint prize was established in 2002 to honor Sonia Kovalevsky and her work on the theory of differential equations. It is awarded to anyone in the scientific or engineering community whose work highlights the achievements of women in applied and computational mathematics. Nominations can be submitted via the AWM website.
The SIAM Student Paper Prize is awarded annually to the student author(s) of the most outstanding paper(s) accepted by SIAM journals within the three years preceding the nomination deadline. Starting with the 2018 award, the focus of the prize is to recognize outstanding scholarship by students in SIAM journals.
The prize was established in 1999 in memory of Julian D. Cole and his work in mathematical applications to aerodynamics. It is awarded for the application of mathematical methods or the mathematical solution of a challenging problem in engineering or the physical or biological sciences.
The prize was established in 1986 in memory of Richard C. DiPrima, who served SIAM for many years and in 1979–1980 as SIAM President. It aims to recognize an early career researcher in applied mathematics and is based on the doctoral dissertation.
Established in 2010, the prize is awarded to the author or authors of the most outstanding paper, as determined by the selection committee, on mathematical and computational aspects of imaging.
Established in 2015, the prize is awarded to an individual in their early career for research contributions to the field of imaging science.
The Pioneer Prize is awarded every four years at the International Council for Industrial and Applied Mathematics (ICIAM) Congress to one individual for pioneering work introducing applied mathematical methods and scientific computing techniques to an industrial problem area or a new scientific field of applications. Nominations can be submitted via the ICIAM website.
Through the generosity and inspiration of Gerald and Judith Porter, the Mathematical Association of America (MAA), American Mathematical Society (AMS), and SIAM offer this annual lecture at the Joint Mathematics Meetings. The lecture, first awarded in 2010, is given on a mathematical topic accessible to the broader community.
Named in honor of I. E. Block, a co-founder and the first managing director of SIAM, this lecture is open to the public at the SIAM Annual Meeting. It is intended to encourage public appreciation of applied mathematics and computational science by reaching out to the local community.
Established in 1959, the prize honors John von Neumann, a founder of modern computing. The prize is awarded annually for distinguished contributions to applied mathematics and for the effective communication of these ideas to the community.
The JPBM Communications Award is given annually to reward and encourage communicators who, on a sustained basis, bring mathematical ideas and information to non-mathematical audiences. The prize may be awarded in two categories: For Public Outreach and For Expository and Popular Books. Nominations can be submitted via the AMS website.
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The MAA-SIAM-AMS Hrabowski-Gates-Tapia-McBay (HGTM) Lecture is named after four influential scientists of color: Freeman Hrabowski, President of the University of Maryland at Baltimore County; James S. Gates, University of Maryland, College Park; Richard Tapia, Rice University; and Shirley McBay, Founder and former President of Quality Education for Minorities. This lecture started in 2016 as an activity of the Mathematical Association of America’s Committee on Minority Participation and became a jointly sponsored MAA-SIAM-AMS event in 2018.
The prize recognizes students for outstanding solutions to real world math problems. It is awarded to six of the teams judged "Outstanding" in the Mathematical Contest in Modeling (MCM) administered annually by the Consortium for Mathematics and Its Applications (COMAP). Registration is accepted via the COMAP website.
The SIAM Outstanding Paper Prize is not currently active. For the 20 years before it was discontinued in 2019, the SIAM Outstanding Paper Prizes brought attention to papers published in SIAM journals. Three awards were made each year to the authors of papers deemed by SIAM journal editors-in-chief worthy of particular attention.
The prize, established in 1985 and originally intended to be awarded periodically, is now awarded annually for contributions to the advancement of applied mathematics on the national or international level.
Looking for financial support to further your research? Fellowships often provide funding plus experiential learning opportunities to young researchers. Learn more about fellowship opportunities.
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Internships allow you to network and forge connections for future job possibilities, while also exploring possible areas of interest. Look at this list of companies who offer valuable opportunities.
Our community is founded on igniting groundbreaking developments in applied math and computational science. Take a deeper dive into your area of study with one of these opportunities.