プロフィール詳細

プロジェクトを作成

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Dr. Mazen A.に依頼

Spain

PhD Scientist | Expert in Machine Learning, Scientific Computing & Algorithm Design

プロフィール概要

I'm a PhD in Numerical Mathematics with over 13 years of international research and applied sciences experience across academia, public research, and industry (Germany, US, France, Spain). My expertise lies at the intersection of scientific computing, machine learning, and optimization, with a strong focus on turning complex models into fast, scalable, and practical tools. Core strengths: - Design and implementation of efficient computational solutions. - Expertise in numerical simulation, machine learning, differential equations, quantum computing and tensor network methods. - Development of novel AI models for Earth observation, finance, and materials science. - Strong software engineering skills (Python, C++, Docker, Git, ML libraries like PyTorch and scikit-learn). - Experience leading projects, mentoring teams, and authoring patents and publications. I have contributed to scientific articles, patents, and large collaborative proposals. I enjoy solving hard, cross-disciplinary problems and working with people who value clarity, precision, and impact.

専門分野

• ☆ Computer Science
• ☆ Supercomputing
• ☆ Quantum Computing
• ☆ Parallel Computing
• ☆ Distributed Computing
• ☆ Software Engineering
• ☆ Computational Fluid Dynamics
• ☆ Data Analysis
• ☆ Algorithm Design
• ☆ Machine Learning
• ☆ Quantum Mechanics
• ☆ Applied Mathematics
• ☆ Mathematical Models
• ☆ Mathematical Optimization
• ☆ Mathematics Education
• ☆ Computational Sciences
• ☆ Mathematical Physics
• ☆ Differential Equations
• ☆ Mathematical Wavelets
• ☆ Computational Mathematics
• ☆ Stochastic Processes
• ☆ Pure Mathematics
• ☆ Calculus
• ☆ Mathematical Analysis
• ☆ Geometry
• ☆ Mathematical Logic
• ☆ Topology
• ☆ Discrete Mathematics
• ☆ Integral Equations
• ☆ Python
• ☆ Matlab
• ☆ Tensorflow
• ☆ LaTex
• ☆ R
• ☆ Scikit-learn
• ☆ Research Summaries & Abstracts
• ☆ Mathematical Finance

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing, General Proofreading & Editing

Research Feasibility Study, Fact Checking, Gap Analysis, Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing

職務経験

Senior Engineer

Multiverse Computing (Spain)

5月 2024 - 現在

Research Staff

Fraunhofer-Gesellschaft

9月 2021 - 現在

Postdoc

Ecole centrale de Nantes

4月 2020 - 8月 2021

Doctoral Candidate

Ulm University

10月 2014 - 3月 2020

学歴

Numerical Mathematics

Universität Ulm - Germany

1月 2015 - 1月 2020

Financial Mathematics

Universität Ulm - Germany

10月 2012 - 1月 2015

Applied Mathematics

Missouri University of Science and Technology

9月 2013 - 6月 2014

Economics

Johann Wolfgang Goethe Universität Frankfurt am Main - Germany

4月 2009 - 6月 2012

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Mazen Ali, Matthias Kabel (2023). Performance Study of Variational Quantum Algorithms for Solving the Poisson Equation on a Quantum Computer . Physical Review Applied.

Mazen Ali, Anthony Nouy(2021). Approximation of Smoothness Classes by Deep Rectifier Networks . SIAM Journal on Numerical Analysis. 59. (6). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 3032--3051. Society for Industrial {\&} Applied Mathematics ({SIAM})

Mazen Ali, Karsten Urban(2020). HT-AWGM: a hierarchical Tucker–adaptive wavelet Galerkin method for high-dimensional elliptic problems . Advances in Computational Mathematics. 46. (4). Springer Science and Business Media {LLC}