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SourangshuGhosh/README.md

Welcome to My Personal Page

Hello! My name is Sourangshu Ghosh. I am currently a first-year Ph.D. student at the Department of Civil Engineering, Indian Institute of Science, Bangalore. I am doing research in Interfacial Contact Mechanics.

Prior to my doctoral studies in IISc Bangalore, I was a Graduate Research and Teaching Assistant in the Department of Civil and Environmental Engineering at the University of Illinois Urbana-Champaign. I was actively involved in research focusing on wildfire propagation and its impact on critical infrastructure. I developed models to predict wildfire behavior and assess potential damage to infrastructure. These models aim to provide real-time predictions to aid in resource management and enhance community resilience against wildfires.

Earlier, I completed a dual degree (B.Tech and M.Tech) in Civil Engineering at the Indian Institute of Technology Kharagpur, with a minor in Mathematics and Computing. During my time there, I engaged in various research projects, particularly in structural engineering and applied mathematics. My interests included deep learning, discrete mathematics, number theory, and stochastic modeling.

Contact Details

Personal Email ID: sourangshug123@gmail.com Institute Email ID: sourangshug@iisc.ac.in

Phone Number: 7063068190

My Research Works and Interests

All of my works are basically scientific computing projects. I mostly interested in application of various Stochastic and Probabilistic Methods/Models in Real Life Problems. Apart from that I have also good knowledge in the field of Evolutionary Algorithms and its recent incorporation in Various Machine Learning Algorithms. I mostly do my coding works in Fortran, C/C++/MATLAB and Python. All of my codes are uploaded as Github Repositories. My Github Profile can be seen by clicking here https://github.com/SourangshuGhosh . This website contains all the links to the various repositories/topics and explains how it works and what they are meant for

My Research Gate Profile can be seen here

Sourangshu's github stats Top Langs

Besides research in engineering fields, I have a deep love in Mathematics and is always very keen to explore Combinatorical and Number Theory Problems. Some of Preprints are availabe in arxiv as given below

  1. Minkowski's Lattice Point Theorem: https://arxiv.org/abs/2010.00245
  2. The Basel Problem: https://arxiv.org/abs/2010.03953
  3. Bounds of the Mertens Functions: https://arxiv.org/abs/2012.11756
  4. Sequences and Polynomial Congruences: https://arxiv.org/abs/2012.11373
  5. Collatz Cycles and 3n+c Cycles: https://arxiv.org/abs/2101.04067

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  1. Bag-of-words-Model Bag-of-words-Model Public

    The bag-of-words model is a simplifying representation used in natural language processing and information retrieval (IR). In this model, a text (such as a sentence or a document) is represented as…

    Python 5 1

  2. CGP-CNN-Design CGP-CNN-Design Public

    A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)

    Python 5

  3. N-gram N-gram Public

    An n-gram model is a type of probabilistic language model for predicting the next item in such a sequence in the form of a (n − 1)–order Markov model.

    C++ 5

  4. Stochastic_LatentDirchletAnalysis Stochastic_LatentDirchletAnalysis Public

    Python implementation of Stochastic Variational Inference for LDA

    Python 7 1

  5. deep-voice-conversion deep-voice-conversion Public

    What if you could imitate a famous celebrity's voice or sing like a famous singer? This project started with a goal to convert someone's voice to a specific target voice. So called, it's voice styl…

    Python 14 2

  6. coronavirus_cure_DeepLearning coronavirus_cure_DeepLearning Public

    Using deep learning to generate novel molecules as candidates for binding with coronavirus protease

    Jupyter Notebook 5 1