
معرفی
Mark Iwen is a Full Professor with a dual appointment in the Department of Mathematics and the Department of Computational Mathematics, Science and Engineering (CMSE) at Michigan State University. His research bridges theoretical mathematics and computational science, focusing on high-dimensional data analysis, signal processing, and numerical algorithms.
Research Interests: His work centers on computational harmonic analysis, mathematical data science, and algorithms for large-scale data. Key areas include sparse spectral methods, phase retrieval, tensor decomposition, compressive sensing, sublinear-time algorithms, and Johnson-Lindenstrauss embeddings. He develops provably accurate and efficient algorithms for problems in high dimensions, such as solving PDEs, function approximation, and manifold learning.
Publications and Trends: His recent publications (2023–2025) emphasize sparse and low-rank tensor methods, phase retrieval, and high-dimensional PDE solvers. There is a strong focus on algorithmic efficiency, provable guarantees, and applications in imaging and data science. Many works involve collaborative efforts and include open-source code.
- Scientific Awards:
- Scholarship established in honor of Benjamin (Ben) Segal, reflecting his mentorship and academic impact
Advising and Grants: He advises numerous students, including undergraduates and graduate researchers, many of whom are co-authors on publications and code repositories. While specific grants are not listed, his sustained research output and collaborative projects suggest active funding. He co-founded the One World MINDS Seminar, demonstrating leadership in the academic community.
Labs and Teams: He leads a research group focused on algorithm development for high-dimensional problems, with strong ties to computational mathematics and data science. His team develops and shares code for sparse FFTs, phase retrieval, tensor methods, and PDE solvers, indicating a collaborative and open research culture.
حوزههای پژوهشی
Mark Iwen در جاهای دیگر
جستجوهای مرتبط
شاید اینها هم به کارتان بیاید
- Mark A IwenMichigan State University · دانشیار
Mark IwenUniversity of California, San Diego · استاد
Piotr IndykCalifornia Institute of Technology (Caltech) · استاد- MMichael GriebelRhenish Friedrich Wilhelm University of Bonn · استاد
- HHussam Al DaasMax Planck Institute for Dynamics of Complex Technical Systems · پژوهشگر ارشد
Longxiu HuangMichigan State University · استادیار