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pranoy-ray/README.md

Hello World!

Iโ€™m a computational materials science researcher focused on building data-driven models and automation tools to address fundamental and applied problems in the pursuit of accelerated materials discovery. My advisor is Dr. Surya Kalidindi and I work as a doctoral researcher at the MINED Group in GeorgiaTech. My work involves developing autonomous systems for materials design and modeling to support materials design and discovery.

I completed my undergraduate Thesis under Dr. Brahmananda Chakraborty at the High Pressure and Synchroton Radiation Physics Division (HP&SRPD) in Bhabha Atomic Research Centre, Mumbai, India. My main research focus was on applications of Density Functional Theory to develop novel materials for Solid-State Hydrogen Storage.

When I don't </>, I love to get off the grid and go on treks. I plan to get my pilot's license soon.

Important Links

Research

Invited Talks

2023

  • Voxelized representations of atomic systems for machine learning applications
    Authors: Surya Kalidindi*, Matthew Barry, Pranoy Ray
    The Minerals, Metals and Materials Society (TMS) Annual Meeting
    Talk Details: San Deigo, CA, USA - March 2023 : TBD

2022

  • Feature engineering of electron charge density fields for building AI/ML models to predict material properties
    Authors: Pranoy Ray*, Surya Kalidindi
    2nd Energy & Informatics Symposium (TokyoTech)
    Talk Details: Oahu, HI, USA - December 2022 : TBD

Journal Publications

2021

  • High capacity reversible hydrogen storage in titanium doped 2D carbon allotrope ฮจ-graphene: DFT investigations
    Authors: Brahmananda Chakraborty, Pranoy Ray, Nidhi Garg, Srikumar Banerjee
    Elsevier - International Journal of Hydrogen Energy [Vol. 46 Issue 5]
    Date Accepted: November 2020 [open]

Poster Presentations

2019

  • Ti-doped Carbon Nanostructure as an Efficient Medium for Hydrogen Storage
    Authors: Pranoy Ray*, Brahmananda Chakraborty
    Department of Atomic Energy Computational Chemistry Symposoium 2019
    Poster Details: Mumbai, MH, INDIA - November 2019 : PUBLISHED in Proceedings [open]

* Indicates the presenting author

Grants & Accolades

  • CMS3 2022 Fellowship: Texas A&M University (College Station, TX, USA)
  • TEQIP III Grant [NIT Durgapur] Travel Grant to present my poster at DAE-CCS 2019 (Mumbai, MH, India)

Popular repositories Loading

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  2. materialsinformatics_IITB2020 materialsinformatics_IITB2020 Public

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  3. pranoy-ray.github.io pranoy-ray.github.io Public

    Hey! Iโ€™m Pranoy, a computational materials science researcher focused on building data-driven models and automation tools to address fundamental and applied problems in the pursuit of accelerated mโ€ฆ

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    In this project, we study four different algorithms for computing the vertex cover for a given graph: Branch and Bound (BnB), Approximation (Approx), Local Search 1 - Simulated Annealing (LS1), anโ€ฆ

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