Fresh from Oven
Machine Learning Assisted Chimera and Solitary States in Networks
10.3389/fphy.2021.513969
Here, using supervised machine learning, we predict (a) the precise value of delay which is sufficient for engineering chimera and solitary states for a given set of system's parameters, as well as (b) the intensity of incoherence for such engineered states. Ergo, using few initial data points we generate a machine learning model which can then create a more refined phase plot as well as by including new parameter values.
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Experience

 
 
 
 
 

Postdoctoral Researcher

Kavli Institute for Systems Neuroscience - NTNU

Feb 2020 – Present Trondheim, Norway
Working on maximally informative neuronal representations with Prof. Yasser Roudi.
 
 
 
 
 

Reviewer

  • Chaos, Solitons & Fractals, Elsevier
  • Chaos, AIP
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    Project Asistant

    DST-DAAD Collaborative Project Grant

    2018 – 2020 Berlin, Germany & Indore, India
    Worked on Solitary States with Prof. Sarika Jalan, IIT Indore, Indore India & Prof. Anna Zakarova, TU Berlin, Berlin Germany
     
     
     
     
     

    Teaching Assistant

    Department of Physics, IIT Indore

    2015 – 2016 Indore, MP, India
    Physics -I : Modern Physics (PH 105) & Physics Lab (PH 156)
     
     
     
     
     

    Master's Project Student

    Department of Physics, IIT Kanpur

    2013 – 2014 Kanpur, UP, India
    Fabricated nano scale capacitors using focused Ion Beam to investigate geometrical correction to the Child-Langmuir law with Prof. H. C. Verma
     
     
     
     
     

    Summer Project Student

    QIC Group, Harish-Chandra Research Institute

    Summer 2013 Prayagraj, UP, India
    Worked on different aspects of Quantum Communication (specifically on Quantum Cryptographic Protocols BB-84, EK-91) with Prof. Ujjwal Sen.

    Education

     
     
     
     
     

    PhD Student (INSPIRE fellow)

    Complex Systems Lab, IIT Indore

    Dec 2014 – Jan 2020 Indore, MP, India
     
     
     
     
     

    Master's Student (Physics)

    Department of Physics, IIT Kanpur

    June 2012 – May 2014 Kanpur, UP, India
     
     
     
     
     

    Bachelor's Student (Physics Hons.)

    Department of Physics, Asutosh Collage, University of Calcutta

    July 2009 – April 2012 Kolkata, West Bengal, India
     
     
     
     
     

    Higher Secondary Student (10+2)

    Fanindra Deb Institution, WBBHSE (WB State Board)

    Jul 2007 – Jun 2009 Jalpaiguri, West Bengal, India
     
     
     
     
     

    Secondary Student (10)

    Mekhliganj Higher Secondary School, WBCSE (WB State Board)

    Apr 2002 – March 2007 Mekhliganj, Cooch Behar, West Bengal, India

    Contact

    • sapta15@gmail.com
    • Kavli Institute, NTNU, PostBox 8900, Øya, MTFS del 1, Olav Kyrres gate 9, 7491 Trondheim Norway
    • DM Me

    CV

    You can download a PDF copy of the CV here.

    updated on: May 2021