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Prof. Dr. Talal Rahman, PhD

Professor

Department of Computer Science and Engineering

talal.rahman@stamforduniversity.edu.bd

01747764267

Office: 51 Siddeswari Road, Dhaka, Bangladesh

Profile

My field of interests lie in the junction between computer science, mathematics, and engineering, and has the primary objective of using mathematics to develop algorithms for the solution of large and often complex engineering problems. My research spans several topics of computational sciences, including scientific computing, numerical methods for partial differential equations, variational image processing, and computational marine fisheries.

Education

  • 2000 PhD in Computer Science, University of Bergen, Norway.
  • 1994 Cand.mag and Cand.scient. in Computer Science, University of Bergen, Norway
  • 1987 B. Engg., Electrical and Electronics. Bangladesh University of Engg. Tech., Bangladesh.

Research Interest

Deep Learning, Machine Learning, Computer Vision

Work Experience

  • [since 2019] Professor, Dept. of Comp. Sci., Stamford Univ. Bangladesh. Dhaka, Bangladesh.
  • [since 2018] Adjunct Professor, Institute of Marine Research, Bergen, Norway.
  • [since 2009] Professor, Dept. of Comp. Sci., Electrical Engineering., and Mathematical Sciences, Western Norway Univ. of Applied Sciences, Bergen, Norway
  • [2008 - 2009] Senior Researcher, Center for Integrated Petroleum Research, Norway.
  • [2007] Associate Professor, Applied Math., University of Bergen, Norway.
  • [2004 - 2008] Research Scientist, Computational Math., University of Bergen, Norway.
  • [2004 - 2006] Research Scientist, Bergen Center for Computational Science, Norway.
  • [2000 - 2003] Postdoc, Applied Mathematics, University of Augsburg, Germany.
  • [1994 - 1995] Research Scientist, Parallab, Unifob, Bergen, Norway.

Courses Taught

  • Programming
  • Numerical Methods
  • Numerical Analysis
  • Partial Differential Equations
  • Finite Element Methods
  • Multivariate Calculus
  • Linear Algebra
  • Numerical Linear Algebra
  • Engineering Computing I
  • Engineering Computing II: Advanced Computing with DD

Publications

  • Domain Decomposition Methods in Science and Engineering XXIV, Lecture Notes in Computational Science and Engineering 125. P. E. Bjørstad, S. C. Brenner, L. Halpern, R. Kornhuber, H. H. Kim, T. Rahman, and O. B. Widlund eds. Springer International Publishing AG, 2018.
  • Talal Rahman and Jan Valdman, "Fast MATLAB assembly of FEM matrices in 2D and 3D: Nodal elements", Applied mathematics and computation, Vol. 219, No.13, pp. 7151-7158, 2013.
  • Martin J Gander, Atle Loneland, and Talal Rahman, ”Analysis of a new harmonically enriched multiscale coarse space for domain decomposition methods”, arXiv preprint arXiv:1512.05285, 2015 - arxiv.org, 2015.
  • T Rahman, Xue Cheng Tai, Stanley Osher, "A TV-Stokes denoising algorithm”, Lecture Notes in Computer Science, Vol. 4485, pp. 473–483, Springer-Verlag, 2007.
  • E. Eikeland, L. Marcinkowsk, and T. Rahman, “An adaptively enriched coarse space for Schwarz preconditioners for P1 discontinuous Galerkin multiscale finite element problems”. IMA Journal of Numerical Analysis, Vol. 41, Issue 4, Pages 2873–2895, 2021.

Visiting Researcher/Professor

  • 2012 University of Cambridge, DAMTP, UK
  • 2008 Academy of Sciences, Inst. of Computational Math., Beijing, China.
  • 1997 Institute for Mathematics and Application (IMA), Minnesota, USA.

 

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