Assistant Professor

Dr Gaanutula Damodar Reddy

Department of Mathematics

Interests

  1. Regularization Methods
  2. Machine Learning
  3. Statistical Inverse Problem
  4. Financial Mathematics

Education

2004

Nalgonda Degree College of Arts and Science (Osmania University),
India
BSc

2007

Pondicherry University,
India
MSc

2008

Pondicherry University,
India
MPhil

2015

IISER Thiruvananthapuram,
India
PhD

Experience

  • January 2020 to July 2020: Assistant Professor, Dept. of Mathematics, IIIT Kottayam.
  • April 2016 to December 2019: Post Doctoral Fellow, Mechanical Aerospace Engg. IIT Hyderabad.
  • April 2015 to October 2015: Research Associate, Dept. of Mathematics, IISER Thiruvananthapuram.
  • July 2010 to December 2010: Ad hoc Faculty, Dept. of MACS, NIT Surathkal Karnataka.

Research Interests

  • Parameter Choice Rules for the Weighted Regularization Methods
  • Reproducing Kernel Banach Space
  • Analytic Continuation
  • Regularization Methods for Statistical Inverse Problem
  • Sparse Regularization

Awards & Fellowships

  • 2015—Post Doctoral Fellowship—NBHM.
  • 2010—215th rank in GATE-2010—GATE.
  • 2008—1st rank in M.Phil. Entrance Exam—Pondicherry University.
  • 2007---1st rank in M.Sc. Entrance Exam—Pondicherry University.

Publications

  • A generalized regularization scheme for solving singularly perturbed parabolic PDEs, MP Rajan, GD Reddy, Partial Differential Equations in Applied Mathematics 5, 100270.
  • Discrepancy Principles for fractional Tikhonov regularization method leading to optimal convergence rates, Santhosh George, G. D. Reddy, and K. Kanagaraj Journal of Applied Mathematics and Computing, Journal of Applied Mathematics and Computing 63 (1), 87-105.
  • A class of parameter choice rules for stationary iterated weighted Tikhonov regularization scheme, G. D. Reddy, Applied Mathematics and Computation, 347, 464-476 (2019).
  • Computation of control for linear approximately controllable system using weighted Tikhonov regularization, Ravinder Katta, G. D. Reddy, and N. Sukavanam, Applied Mathematics and Computation, 317, 252-263 (2018).
  • The parameter choice rules for weighted Tikhonov regularization scheme, G. D. Reddy, Computational and Applied Mathematics, 37, 2039-2051 (2018).
  • A regularized iterative scheme for solving singularly perturbed elliptic PDE, M. P. Rajan and G. D. Reddy, Mathematics and Computers in Simulation, 144, 21-34 (2018).
  • An iterative Tikhonov regularization for solving singularly perturbed elliptic PDE, M. P. Rajan and G. D. Reddy, Mediterranean Journal of Mathematics, DOI:10.1007/s00009-017-0980-0.
  • An iterative technique for solving singularly perturbed parabolic PDE, M. P. Rajan and G. D. Reddy, Journal of Applied Mathematics and Computing, 50, 199-225 (2016).
  • A variant of Tikhonov regularization for parabolic PDE with space derivative multiplied by a small parameter $epsilon$, M. P. Rajan and G. D. Reddy, Applied Mathematics and Computation, 259, 412-426 (2015).

Contact Details

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