DC

Siva Chiriki

Malla Reddy Engineering College, University of Hyderabad, Indian Institute of Technology Indore, Andhra University, Aarhus University

ORCID iD 0000-0001-5717-2135
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About

Dr. Siva Chiriki awarded Ph. D. (2018) in Theoretical Data Science Chemistry from School of Chemistry, IIT Indore, India for Developing Data-Driven Machine Learning Models to Studying Structure and Properties of Nano-clusters.

He Then Moved to Department of Physics & Astronomy, Aarhus University, Aarhus, Denmark for Postdoctoral Study on Developing Machine Learning Assisted Global Optimisation Algorithms. Dr. Siva worked on Surface Catalysis Reactions and Mutation Algorithms for global search. (2018-2020)

Later, Dr. Siva Chiriki Worked as Research Associate (RA) in School of Chemistry, Central University of Hyderabad, India. Developed Time Series Models like LSTM Networks and Bayesian Optimisation frame works with GPR models for a target property applications like On-site drug design, Hydrogen storage materials and Organic Solar Cell Molecules and Reaction Mechanisms.

Currently, Working a Assistant Professor in Data Science Chemistry Since March, 2022.
My Research Interests are:
1) Developing Machine Learning Models for Drug Design
2) Developing Machine Learning Algorithms for Reaction Path Generators
3) Developing Machine Learning Assisted Global Optimisation Algorithm for Surface Catalysis Reaction.

Employment

  • Malla Reddy Engineering College Assistant Professor in Machine Learning Chemistry
    2022 - Present
  • University of Hyderabad Research Associate
    2020 - 2021
  • Aarhus University Postdoc
    2018 - 2020

Education

  • Indian Institute of Technology Indore PhD
    2013 - 2018
  • Andhra University M.Sc.
    2008 - 2010

Projects & Funding

Projects & funding information is unavailable.

Publications (8)