プロフィール詳細

プロジェクトを作成

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Dr. Emre D.に依頼

Georgia

Scientific Computing & Data Science Consultant | Python, ML, Computational Modeling

プロフィール概要

I am a research consultant with over 15 years of experience across academia and industry, specializing in scientific computing, data science, and computational modeling. My background is in physics, with extensive hands-on work in developing numerical simulations, data-driven models, and machine learning methodologies for research and engineering applications. I have contributed to and led interdisciplinary research projects in renewable energy systems, power grid modeling, computational biology, and theoretical and applied physics. Recently, I have worked on the development of research-oriented softwares for modeling and predicting the performance of power systems using Python and Fortran based analytics and simulation tools. My technical expertise includes Python (NumPy, SciPy, Pandas, Scikit-learn, TensorFlow), MATLAB, and Fortran for high-performance scientific computing, as well as statistical modeling, predictive analytics, and data visualization. I regularly support researchers with model design, data analysis, simulation validation, and reproducible research workflows, including assistance with figures, reports, and publication-ready results. I hold a PhD in Physics and have published over 20 peer-reviewed articles. I enjoy collaborating with PhD students, postdoctoral researchers, and principal investigators to translate complex research questions into robust computational solutions and clear, actionable outcomes.

専門分野

• ★ Machine Learning
• ★ Computational Sciences
• ★ Python
• ☆ Data Analysis
• ☆ Computer Simulation/Computational Modeling
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Data Collection
• ☆ Data Manipulation
• ☆ Data Cleaning
• ☆ Neural Networks
• ☆ Deep Learning
• ☆ Statistics
• ☆ Regression Analysis
• ☆ Quantum Statistics
• ☆ Health Data Analysis
• ☆ Theoretical Mechanics
• ☆ Statistical Mechanics
• ☆ Thermodynamics
• ☆ Quantum Mechanics
• ☆ Theoretical Physics
• ☆ Computational Physics
• ☆ Cosmology
• ☆ Renewable Energy
• ☆ Solar Energy
• ☆ Electric Power
• ☆ Applied Mathematics
• ☆ Mathematical Models
• ☆ Differential Equations
• ☆ Matlab
• ☆ Tensorflow
• ☆ Scikit-learn

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing, General Proofreading & Editing

Research Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-ML, Data Visualization, Data Cleaning, Data Processing

Product Development Product Evaluation, Product Validation, Prototyping

職務経験

Associate Professor

Beykent University

9月 2018 - 現在

Senior Research Scientist

SES & Technologies

2月 2024 - 1月 2025

Research Assistant

Dalhousie University

1月 2022 - 1月 2024

学歴

MSc

Dalhousie University

1月 2022 - 1月 2024

PhD (Physics)

Sakarya University

2010 - 2015

MSc (Physics)

Sakarya University

2009 - 2010

BSc (Physics)

Abant Izzet Baysal University

1999 - 2004

認定資格

• Specialist - Data Scientist, Advanced Analytics Version 1.0

  Dalhousie University

  1月 2024 - 現在

出版物

PREPRINT

Emre Dil, Andrew Rutenberg (2023). Using deep-learning to obtain calibrated individual disease and ADL damage transition probabilities between successive ELSA waves .

JOURNAL ARTICLE

Emre Dil, Elif Dil (2023). Sociophysics of income distributions modeled by deformed fermi-dirac distributions . The Journal of Mathematical Sociology.

Emre Dil(2022). Interaction of fermionic matter and ECSK black hole leading to bouncing universe . Indian Journal of Physics. 96. (10). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 3031--3037. Springer Science and Business Media {LLC}

Emre Dil(2022). Semi-classical gravitational lensing near a black hole . Indian Journal of Physics. 96. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1277--1281. Springer Science and Business Media {LLC}

EMRE DIL, AHMET MECIT ÖZTAŞ, ONUR TÜFEKÇI (2021). Cosmic future of universe inferred from the horizon behaviours in $$\Lambda \propto a^{-2}$$, $$\Lambda \propto H^{2}$$, $$\Lambda \propto \rho $$ cosmological constant models . Journal of Astrophysics and Astronomy.

Emre Dil, Ahmet Mecit Oztas, Elif Dil(2020). Testing adiabatic expansion of polytropic universe model with SNe Ia data . Physica Scripta. {IOP} Publishing

(2020). Holographic eternal multiverse . Physics of the Dark Universe.

Emre Dil, Tugrul Yumak(2019). On the entropic nature of unified interactions . Physica Scripta. 94. (8). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 085002. {IOP} Publishing

(2019). The varying cosmological constant models tested with Supernovae Type Ia and HII Galaxy Data . Astronomy and Computing.

(2018). The varying cosmological constant: a new approximation to the Friedmann equations and universe model . Monthly Notices of the Royal Astronomical Society.

(2017). String solutions in spherically-symmetric f(R) gravity vacuum . International Journal of Modern Physics D.

(2017). Time-varying q-deformed dark energy interacts with dark matter . International Journal of Modern Physics D.

(2017). Can quantum black holes be (q, p)-fermions? . International Journal of Modern Physics A.

(2017). Cosmology of q-deformed dark matter and dark energy . Physics of the Dark Universe.

(2016). Generalized parallel transport and coordinate transformations in f(R) gravity . Journal of the Korean Physical Society.

(2016). Interacting Dark Matter and 𝑞-Deformed Dark Energy Nonminimally Coupled to Gravity . Advances in High Energy Physics.

(2016). Spinor Quintom Cosmology with Intrinsic Spin . Advances in High Energy Physics.

(2016). Coupling 𝑞-Deformed Dark Energy to Dark Matter . Advances in High Energy Physics.

Emre Dil, Talha Zafer(2016). Transformation Groups for a Schwarzschild-Type Geometry in f(R) Gravity . Journal of Gravity. 2016. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1--8. Hindawi Limited

(2016). On the deformed Einstein equations and quantum black holes . Journal of Physics: Conference Series.

Emre Dil, Erdinç Kolay(2016). Solution of Deformed Einstein Equations and Quantum Black Holes . Advances in High Energy Physics. 2016. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1--7. Hindawi Publishing Corporation

Dil, E., Kolay, E.(2016). Solution of Deformed Einstein Equations and Quantum Black Holes . Advances in High Energy Physics. 2016.

Emre Dil (2016). Space Creation Mechanism during the Expansion of Universe . Advances in Astronomy.

Dil, E.(2016). Space Creation Mechanism during the Expansion of Universe . Advances in Astronomy. 2016.

Emre Dil (2016). Spinor Quintom Cosmology with Intrinsic Spin . Advances in High Energy Physics.

Dil, E.(2016). Gravitational entropy of a Schwarzschild-type black hole . Journal of the Korean Physical Society. 69. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 6-10.

Emre Dil (2016). Interacting Dark Matter and q-Deformed Dark Energy Nonminimally Coupled to Gravity . Advances in High Energy Physics.

Dil, E., Kolay, E., Ersanli, C.C.(2016). On the deformed Einstein equations and quantum black holes . Journal of Physics: Conference Series. 766. (1).

Dil, E.(2016). Coupling q -Deformed Dark Energy to Dark Matter . Advances in High Energy Physics. 2016.

Emre Dil (2016). Coupling q-Deformed Dark Energy to Dark Matter . Advances in High Energy Physics.

Dil, E., Kolay, E.(2015). Dynamics of mixed dark energy domination in teleparallel gravity and phase-space analysis . Advances in High Energy Physics. 2015.

Dil, E.(2015). Q -Deformed Einstein equations . Canadian Journal of Physics. 93. (11). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1274-1278.

Algin, A., Arikan, A.S., Dil, E.(2014). High temperature thermostatistics of fermionic Fibonacci oscillators with intermediate statistics . Physica A: Statistical Mechanics and its Applications. 416. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 499-517.

Altintas, A.A., Arik, M., Arikan, A.S., Dil, E.(2012). Inhomogeneous quantum invariance group of multi-dimensional multi-parameter deformed boson algebra . Chinese Physics Letters. 29. (1).