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Photo of Prof. Ramkrishna Pasumarthy

Prof. Ramkrishna Pasumarthy

Program Chair - BS in DS & AI

Faculty - School of Engg. & Science

ramkrishna@iitmz.ac.in

website

Educational Qualifications

PhD 2006

Applied Mathematics

MTech 2001

Electrical Engineering

VJTI, Mumbai

BTech (with honors) 1999

Electrical Engineering

Bhilai Institute of Technology

Awards

  • OIA International Research Exploration Fund Award

    Stanford University, School of Medicine for research on Functional controllability of Brain circuits.

Research Interests

My interests lie in the area of modeling and control of complex physical systems. I also have interests in the area of identification and control of (cloud) computing systems and analysis and control of power, traffic, brain and cloud networks.

Relevant Courses Taught

  • Mathematical Foundations of Data Science
  • Mathematical Methods in Systems Engineering
  • Data Analytics Laboratory

Selected Papers

2023

End-to-end Autonomous Driving in Heterogeneous Traffic Scenario Using Deep Reinforcement Learning

S Chakraborty

S Kumar

N Bhatt

R Pasumarthy

European Control Conference

2023

Data-Driven Feedback Linearization of Nonlinear Systems with Periodic Orbits in the Zero-Dynamics

K Shenoy

A Saradagi

R Pasumarthy

V Chellaboina

arXiv preprint

2023

On quantification and maximization of information transfer in network dynamical systems

MS Singh

R Pasumarthy

U Vaidya

S Leonhardt

Scientific Reports

2022

Data-driven event-triggered control for discrete-time LTI systems, European Control Conference

V Digge

R Pasumarthy

European Control Conference

2021

Dynamic causal brain circuits during working memory and their functional controllability,

W Cai

S Ryali

R Pasumarthy

V Talasila

V Menon

Nature Communications

2021

Event-Triggered Control Design for Systems With Exogenous Inputs: Application for Auto-Scaling of Cloud-Hosted Web Servers, IEEE Transactions on Systems, Man, and Cybernetics,

D Singh

K Dwarakanath

R Pasumarthy

Systems

Books Published

  • Book Cover of Mathematical Control Theory I: Nonlinear and Hybrid Control Systems

    Mathematical Control Theory I: Nonlinear and Hybrid Control Systems

    Springer

    2015

Selected Professional Contributions

  • Coordinator, SWAYAM - NPTEL
  • Associate Editor, SAE International Journal Of Connected And Automated Vehicles.
  • Vice President, Control Society (India).
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