プロフィール詳細

プロジェクトを作成

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Dr. Daxal M.に依頼

Ireland

Computational Scientist | Python, Simulation Modeling, Data Analysis, HPC

プロフィール概要

I am a computational scientist specializing in scientific computing, large-scale simulations, and data analysis, with a strong background in astrophysics and high-performance computing (HPC). My work focuses on developing, optimizing, and analyzing complex simulation workflows involving large datasets and computationally intensive models. I have experience working with Python and C/C++ in HPC environments, including parallel computing (MPI) and performance optimization. I can support projects involving: -- Scientific computing and numerical modeling -- Simulation development, debugging, and optimization -- Large-scale data analysis and feature extraction -- High-performance computing workflows (MPI, parallelization) -- Machine learning on structured scientific datasets -- Reproducibility and validation of research results I have developed modular, object-oriented pipelines for processing multi-snapshot simulation data and have worked extensively with real-world, research-grade datasets. My experience includes building scalable analysis tools, improving computational efficiency, and translating complex models into reliable workflows. I am particularly interested in projects involving physics-based modeling, simulation-driven research, and data-intensive scientific applications.

専門分野

• ☆ Data Analysis
• ☆ Computer Simulation/Computational Modeling
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Machine Learning
• ☆ Astrophysics
• ☆ Computational Physics
• ☆ Cosmology
• ☆ Python

サービス

• Research
• Data & AI

Research Fact Checking, Scientific and Technical Research, Secondary Data Collection

Data & AI Statistical Analysis, Data Visualization, Big Data Analytics, Data Processing

職務経験

Doctoral Researcher (Astrophysicist)

Maynooth University

10月 2023 - 現在

Doctoral Researcher

Maynooth University

10月 2023 - 現在

学歴

Ph.D. (Physics)

Maynooth University

10月 2023 - 現在

Masters of Science

University of Padova, Italy

8月 2020 - 4月 2023

Masters (Science)

Sardar Vallabhbhai National Insitute of Technology - Surat, India

7月 2014 - 9月 2019

認定資格

• Master’s Degree in Astrophysics and Cosmology

  University of Padova

  https://openbadges.bestr.it/public/assertions/T1NwGnl5QxW-qJ6tp9FwWQ

  4月 2023 - 現在

出版物

JOURNAL ARTICLE

Daxal H. Mehta, John A. Regan, Lewis Prole (2026). The growth of light seed black holes in the early Universe . Nature Astronomy.

Growth of Light-Seed Black Holes in Gas-Rich Galaxies at High Redshift @article{Mehta_2024, title={Growth of Light-Seed Black Holes in Gas-Rich Galaxies at High Redshift}, volume={7}, ISSN={2565-6120}, url={http://dx.doi.org/10.33232/001c.126629}, DOI={10.33232/001c.126629}, journal={The Open Journal of Astrophysics}, publisher={Maynooth University}, author={Mehta, Daxal and Regan, John A. and Prole, Lewis}, year={2024}, month=nov } . The Open Journal of Astrophysics.

DATA SET

Daxal Mehta (2025). Analysis datasets for Mehta et al. 202X .