Sultan Hassan (he/him)
Computational Astrophysicist/Cosmologist | NASA Hubble Fellow @ NYU | ML/AI Researcher | KaggleX Fellow @ Kaggle/Google | sultan.hassan@nyu.edu
Computational Astrophysicist/Cosmologist | NASA Hubble Fellow @ NYU | ML/AI Researcher | KaggleX Fellow @ Kaggle/Google | sultan.hassan@nyu.edu
I develop and test theoretical models and statistical techniques to study the formation and evolution of the first population of galaxies and black holes during the universe's first billion years. My current interests include resolving the tension between JWST observations and theoretical predictions at high redshift by developing the next generation of cosmological simulations, informed by insights from small-scale Interstellar Medium (ISM) simulations. Additionally, I am actively working on addressing the out-of-distribution challenge in extracting the maximum amount of information from future large-scale surveys, such as those conducted by the Roman Space Telescope, using machine learning techniques. As a part of the KaggleX fellowship program, I have developed CosmoGemma, a chatbot using state-of-the-art large language models (LLMs) to enhance research productivity in cosmology.
Mosima Masipa - PhD student at UWC, South Africa. Thesis title: Identification and cleaning of contaminants for neutral hydrogen intensity
mapping using machine learning.
Collins Maripane - MSc student at UCT, South Africa. Thesis title: Emulating Large Scale Maps using Generative Models.
Andreana Druce Chua - Capstone Computer Science student at NYUAD, UAE. Project title: Out-of-Distribution Data Generalization in Cosmology.
Mohid Raza - Capstone Computer Science student at NYUAD, UAE. Project title: Emulating Multifield Cosmology using Diffusion Models.
Tengis Temuulen - Capstone Computer Science student at NYUAD, UAE. Project title: Evaluating the Efficacy of Diffusion Models on
High-Resolution Large-Scale maps in Cosmology.
Xihan Deng - PhD student at Caltech. Project title: Constraining cosmology from simulated and observed Lya Emission Lightcones.
© Sultan Hasssan 2024.
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