プロフィール詳細

プロジェクトを作成

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Dr. James A.に依頼

United States

PhD Researcher in CFD & ML | HPC Expert | Consultant in Engineering Simulations, Sustainability, and Energy Systems

プロフィール概要

I’m a Mechanical Engineering PhD researcher and MBA candidate specializing in Computational Fluid Dynamics (CFD), Machine Learning (ML), and High-Performance Computing (HPC). I consult on simulation, modeling, and data-driven R&D projects across sustainability, energy, and defense sectors. My work spans national labs, public-private innovation projects, and academia. I develop in Python/C++, conduct sensor-based environmental analysis, and apply AI to physical systems. Available for technical writing, simulation consulting, and applied research collaboration.

専門分野

• ☆ Analytical Chemistry
• ☆ Agricultural Engineering
• ☆ Engineering Physics
• ☆ Computational Fluid Dynamics
• ☆ Data Analysis
• ☆ Big Data Analytics
• ☆ Machine Learning
• ☆ Computational Physics

サービス

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

Writing Technical Writing

Research Scientific and Technical Research

Consulting Business Strategy Consulting, Digital Strategy Consulting

Data & AI Predictive Modeling, Image Processing, Algorithm Design-ML, Data Visualization

Product Development Formulation, Product Validation, Prototyping, Reverse Engineering

職務経験

Iowa State University

- 現在

Graduate Research Assistant/PhD Candidate

Iowa State University

8月 2022 - 現在

Mechanical Engineering Intern

Lawrence Livermore National Laboratory

5月 2024 - 8月 2024

Mechanical Engineering Intern

Lawrence Livermore National Laboratory

5月 2024 - 7月 2024

学歴

MBA

University of the People

11月 2023 - 現在

PhD (Mechanical Engineering)

Iowa State University

1月 2024 - 12月 2026

MEng (Mechanical Engineering)

Iowa State University

8月 2022 - 8月 2025

Master of Engineering

Iowa State University

8月 2022 - 8月 2025

Bachelors (Mechanical Engineering)

Kwame Nkrumah University of Science and Technology College of Engineering

10月 2017 - 6月 2021

認定資格

• Drone pilot

  Federal Aviation Authority

  1月 2023 - 現在

出版物

PREPRINT

James Afful(2025). A Review of HPC-Accelerated CFD in National Security and Defense . arXiv

James Afful(2025). ExplainBench: A Benchmark Framework for Local Model Explanations in Fairness-Critical Applications . arXiv

JOURNAL ARTICLE

James Afful, Muhammad Arbab Arshad, Talukder Jubery, Anushrut Jignasu, Aditya Balu, Baskar Ganapathysubramanian, Soumik Sarkar, Adarsh Krishnamurthy (2024). Evaluating Neural Radiance Fields for 3D Plant Geometry Reconstruction in Field Conditions . Plant Phenomics.