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Prakash Panangaden

Prakash Panangaden

D-Index & Metrics

Computer Science

D-Index
47
Citations
9024
World Ranking
6486
National Ranking
257

Research.com Recognitions

  • 2020 - ACM Fellow For making continuous state systems amenable to logical and computational treatment
  • 2013 - Fellow of the Royal Society of Canada Academy of Science

Overview

Prakash Panangaden is affiliated with McGill University in Canada and specializes primarily in the field of Computer Science. Their research spans a diverse range of subfields, including Artificial Intelligence, Computational Theory and Mathematics, Computer Networks and Communications, Molecular Biology, and Materials Chemistry.

The scientist's work focuses on several main topics such as Logic, Reasoning, and Knowledge; Reinforcement Learning in Robotics; Formal Methods in Verification; Machine Learning and Algorithms; Advanced Algebra and Logic; Logic, Programming, and Type Systems; and Semigroups and Automata Theory.

Frequent publication venues for their work include:

  • arXiv (Cornell University)
  • ACM SIGLOG News
  • Mathematical Structures in Computer Science
  • Logical Methods in Computer Science
  • Leibniz-Zentrum für Informatik (Schloss Dagstuhl)

Among their recent papers are:

  • MICo: Improved representations via sampling-based state similarity for Markov decision processes, published in 2021 in arXiv (Cornell University)
  • Riemannian Diffusion Models, published in 2022 in arXiv (Cornell University)
  • Latent Variable Modelling with Hyperbolic Normalizing Flows, published in 2020 in arXiv (Cornell University)
  • Bisimulation metrics and norms for real-weighted automata, published in 2020 in Information and Computation

Collaboration plays a significant role in their research, with frequent co-authors including Radu Mardare, Doina Precup, Giorgio Bacci, Gordon Plotkin, and Clara Lacroce.

Prakash Panangaden has been recognized with awards such as the ACM Fellow in 2020 for contributions making continuous state systems amenable to logical and computational treatment, and was named a Fellow of the Royal Society of Canada in 2013 by the Academy of Science.

Best Publications

  • Implementing Mathematics with The Nuprl Proof Development System

    R. L. Constable;S. F. Allen;H. M. Bromley;W. R. Cleaveland

  • The semantic foundations of concurrent constraint programming

    Vijay A. Saraswat;Martin Rinard;Prakash Panangaden

  • Metrics for labelled Markov processes

    Josée Desharnais;Vineet Gupta;Radha Jagadeesan;Prakash Panangaden

  • Bisimulation for labelled Markov processes

    R. Blute;J. Desharnais;A. Edalat;P. Panangaden

  • Anonymity protocols as noisy channels

    Konstantinos Chatzikokolakis;Catuscia Palamidessi;Prakash Panangaden

  • Mathematical Techniques for Analyzing Concurrent and Probabilistic Systems

    J. J. Rutten;Marta Kwiatkowska;Gethin Norman;David Parker

  • Metrics for finite Markov decision processes

    Norm Ferns;Prakash Panangaden;Doina Precup

  • The measurement calculus

    Vincent Danos;Elham Kashefi;Prakash Panangaden

  • Labelled Markov Processes

    Prakash Panangaden

  • Metrics for Labeled Markov Systems

    Josee Desharnais;Vineet Gupta;Radha Jagadeesan;Prakash Panangaden

  • A logic for reasoning about security

    Janice Glasgow;Glenn Macewen;Prakash Panangaden

  • The metric analogue of weak bisimulation for probabilistic processes

    J. Desharnais;R. Jagadeesan;V. Gupta;P. Panangaden

  • Quantum weakest preconditions

    Ellie D'hondt;Prakash Panangaden

  • A design study of the EARTH multiprocessor

    Herbert H. J. Hum;Olivier Maquelin;Kevin B. Theobald;Xinmin Tian

  • Approximating labelled Markov processes

    Josée Desharnais;Vineet Gupta;Radha Jagadeesan;Prakash Panangaden

  • The computational power of the W And GHZ States

    Ellie D'Hondt;Prakash Panangaden

  • Semantic foundations of concurrent constraint programming

    Vijay A. Saraswat;Martin Rinard;Prakash Panangaden

  • Continuous stochastic logic characterizes bisimulation of continuous-time Markov processes

    Josée Desharnais;Prakash Panangaden

  • A logical characterization of bisimulation for labeled Markov processes

    J. Desharnais;A. Edalat;P. Panangaden

  • Bisimulation Metrics for Continuous Markov Decision Processes

    Norm Ferns;Prakash Panangaden;Doina Precup

  • Infinite Objects in Type Theory

    N. P. Mendler;Prakash Panangaden;Robert L. Constable

  • Iterative solution methods

    J. J. Rutten;Marta Kwiatkowska;Gethin Norman;David Parker

  • Automata, Languages and Programming

    Philippe Chaput;Vincent Danos;Prakash Panangaden;Gordon Plotkin

Frequent Co-Authors

Radha Jagadeesan
Radha Jagadeesan DePaul University
Doina Precup
Doina Precup McGill University
Gordon Plotkin
Gordon Plotkin University of Edinburgh
David Parker
David Parker University of Oxford
Marta Kwiatkowska
Marta Kwiatkowska University of Oxford
Gethin Norman
Gethin Norman University of Glasgow
Vincent Danos
Vincent Danos École Normale Supérieure
Catuscia Palamidessi
Catuscia Palamidessi French Institute for Research in Computer Science and Automation - INRIA
Dexter Kozen
Dexter Kozen Cornell University
Glynn Winskel
Glynn Winskel University of Cambridge

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