H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Engineering and Technology H-index 36 Citations 7,001 168 World Ranking 3141 National Ranking 1230

Research.com Recognitions

Awards & Achievements

2014 - Fellow of the International Federation of Automatic Control (IFAC)

2000 - IEEE Fellow For contributions to the theory of robust control.

Overview

What is he best known for?

The fields of study he is best known for:

  • Quantum mechanics
  • Mathematical analysis
  • Statistics

Tryphon T. Georgiou mainly focuses on Control theory, Mathematical analysis, Linear system, Applied mathematics and Interpolation. While the research belongs to areas of Control theory, Tryphon T. Georgiou spends his time largely on the problem of Rational function, intersecting his research to questions surrounding Pole–zero plot and Smith predictor. The study incorporates disciplines such as Moment problem, Stochastic process, Spectral density and Linear filter in addition to Mathematical analysis.

Tryphon T. Georgiou combines subjects such as Maximum entropy spectral estimation and Mathematical optimization with his study of Spectral density. His Applied mathematics research is multidisciplinary, relying on both Probability distribution, Stochastic control, Optimal control, Convex optimization and Entropy. His Interpolation research is multidisciplinary, incorporating elements of Bilinear interpolation, Combinatorics and Topology.

His most cited work include:

  • Optimal robustness in the gap metric (578 citations)
  • Stability theory for linear time-invariant plants with periodic digital controllers (399 citations)
  • A generalized entropy criterion for Nevanlinna-Pick interpolation with degree constraint (197 citations)

What are the main themes of his work throughout his whole career to date?

Tryphon T. Georgiou mainly investigates Mathematical optimization, Applied mathematics, Control theory, Mathematical analysis and Linear system. His Mathematical optimization research incorporates elements of Stochastic process, Covariance, Convex optimization, Entropy and Algorithm. His Stochastic process research incorporates themes from Statistical physics and Spectral density.

His biological study spans a wide range of topics, including Space, Gaussian, Stochastic control and Interpolation. His study in Control theory concentrates on Nonlinear system, Robustness, Robust control, Control theory and Control system. The various areas that Tryphon T. Georgiou examines in his Mathematical analysis study include Matrix and Kullback–Leibler divergence.

He most often published in these fields:

  • Mathematical optimization (22.11%)
  • Applied mathematics (21.05%)
  • Control theory (18.68%)

What were the highlights of his more recent work (between 2017-2021)?

  • Applied mathematics (21.05%)
  • Statistical physics (7.37%)
  • Interpolation (9.21%)

In recent papers he was focusing on the following fields of study:

Applied mathematics, Statistical physics, Interpolation, Wasserstein metric and Mathematical optimization are his primary areas of study. His studies deal with areas such as Flow, Marginal distribution, Matrix, Space and Gaussian as well as Applied mathematics. His Statistical physics research integrates issues from Second law of thermodynamics, Stochastic modelling, Non-equilibrium thermodynamics, Stochastic process and Stochastic control.

His Wasserstein metric research incorporates themes from Probabilistic logic and Metric. His Mathematical optimization study integrates concerns from other disciplines, such as Terminal and Probability distribution. His research integrates issues of Control theory, Lever and Spring in his study of Power.

Between 2017 and 2021, his most popular works were:

  • Optimal Transport for Gaussian Mixture Models (40 citations)
  • Diffusion Dynamics and Optimal Coupling in Multiplex Networks with Directed Layers (29 citations)
  • Matrix Optimal Mass Transport: A Quantum Mechanical Approach (29 citations)

In his most recent research, the most cited papers focused on:

  • Quantum mechanics
  • Statistics
  • Mathematical analysis

The scientist’s investigation covers issues in Applied mathematics, Wasserstein metric, Rate of convergence, Matrix and Interpolation. By researching both Applied mathematics and Mass transport, he produces research that crosses academic boundaries. His study in Wasserstein metric is interdisciplinary in nature, drawing from both Correlation clustering, Cluster analysis, Combinatorics and Relaxation.

His study on Incomplete Cholesky factorization is often connected to Sequential quadratic programming as part of broader study in Matrix. His biological study spans a wide range of topics, including Mixture model, Statistical inference, Trace and Submanifold. His work is dedicated to discovering how Stochastic process, Optimal control are connected with Probability distribution and other disciplines.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Top Publications

Optimal robustness in the gap metric

T.T. Georgiou;M.C. Smith.
IEEE Transactions on Automatic Control (1990)

744 Citations

Stability theory for linear time-invariant plants with periodic digital controllers

Bruce A. Francis;Tryphon T. Georgiou.
american control conference (1988)

522 Citations

On the computation of the gap metric

T.T. Georgiou.
Systems & Control Letters (1988)

283 Citations

Robustness analysis of nonlinear feedback systems: an input-output approach

T.T. Georgiou;M.C. Smith.
IEEE Transactions on Automatic Control (1997)

244 Citations

A generalized entropy criterion for Nevanlinna-Pick interpolation with degree constraint

C.I. Byrnes;T.T. Georgiou;A. Lindquist.
IEEE Transactions on Automatic Control (2001)

232 Citations

Kullback-Leibler approximation of spectral density functions

T.T. Georgiou;A. Lindquist.
IEEE Transactions on Information Theory (2003)

205 Citations

A new approach to spectral estimation: a tunable high-resolution spectral estimator

C.L. Byrnes;T.T. Georgiou;A. Lindquist.
IEEE Transactions on Signal Processing (2000)

197 Citations

Realization of power spectra from partial covariance sequences

T. Georgiou.
IEEE Transactions on Acoustics, Speech, and Signal Processing (1987)

173 Citations

On the Relation Between Optimal Transport and Schrödinger Bridges: A Stochastic Control Viewpoint

Yongxin Chen;Tryphon T. Georgiou;Michele Pavon.
Journal of Optimization Theory and Applications (2016)

153 Citations

Noninvasive estimation of tissue temperature via high-resolution spectral analysis techniques

A.N. Amini;E.S. Ebbini;T.T. Georgiou.
IEEE Transactions on Biomedical Engineering (2005)

151 Citations

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking h-index is inferred from publications deemed to belong to the considered discipline.

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