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Courage, dear heart 🤍
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Courage, dear heart 🤍
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Adrita-Khan/README.md

Greetings, everyone! 🌞 I am Adrita

Email Website ResearchGate Google Scholar ORCID Twitter

Incoming M.Sc. Astrophysics student at Rheinische Friedrich-Wilhelms-Universität Bonn, supported by the Bonn-Cologne Graduate School (BCGS) Scholarship. Physics graduate (Astronomy minor) from Universiti Sains Malaysia.

adrita-khan

Currently:

Previously:

  • Remote Research Collaborator at the Centre for Astro-Particle Physics (CAPP), University of Johannesburg, South Africa
  • Remote Research Collaborator, Dunlap Institute for Astronomy & Astrophysics, University of Toronto
  • Teaching Assistant at North South University, Bangladesh for PHY107 and PHY108 (Spring 2025)
  • Research Collaborator at the Center for Astronomy, Space Science, and Astrophysics (CASSA), Independent University, Bangladesh

Research

My research interests lie at the intersection of theoretical physics, computational methods, and observational astrophysics. I am particularly interested in connecting theoretical predictions with observations through statistical inference, numerical modelling, and data-driven analysis.

Core areas: Computational Cosmology · Large-Scale Structure · CMB Lensing · Galaxy Clustering · Dark Matter & Dark Energy · Modified Gravity · Weak Gravitational Lensing · Bayesian/MCMC Inference · Machine Learning for Astrophysics

GitHub Stats

Profile Details

GitHub Streak

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  1. AstroPhotoZ AstroPhotoZ Public

    A project for estimating photometric redshifts using Gaussian processes and more. This repository includes a pipeline for data preprocessing, model training, and evaluation, focusing on improving a…

    Jupyter Notebook

  2. Modified-Gravity Modified-Gravity Public

    Cross-correlation analysis for testing modified gravity theories using galaxy clustering and CMB lensing

    Jupyter Notebook

  3. RFI_Mitigation_Review RFI_Mitigation_Review Public

    Reviewing advances in machine learning and artificial intelligence methods for mitigating radio frequency interference in radio astronomy.

    Jupyter Notebook 1

  4. GRB-ML GRB-ML Public

    Machine Learning-based framework for redshift estimation and cosmological parameter inference using Gamma-Ray Bursts as potential standard candles.

    Jupyter Notebook

  5. Jet-Tagging Jet-Tagging Public

    Jet Tagging with CERN Open Data using traditional ML and Particle Chebyshev Networks for high-energy physics jet classification.

    Jupyter Notebook 1 1

  6. pinns-stochastic-inflation pinns-stochastic-inflation Public

    Efficient modeling of stochastic inflation dynamics using Physics-Informed Neural Networks (PINNs) as a fast alternative to traditional methods like Monte Carlo simulations. Embeds the Langevin equ…

    Jupyter Notebook 1