プロフィール詳細

プロジェクトを作成

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Dr. Chenan W.に依頼

United States

Physicist | Condensed Matter & Quantum Optics

プロフィール概要

I am a theoretical physicist with a strong background in quantum many-body physics, computational methods, and data analysis. My research experience includes quantum computing, quantum optics (including cold atom, cavity and circuit QED systems), and strongly correlated materials. Beyond academia, I have applied my quantitative and programming expertise in industry settings, where I led backtesting and scenario analysis for algorithmic trading strategies. I have also contributed as a machine learning data scientist, helping to design large-scale datasets, develop AI-driven physics models, and refine model performance for real-world applications. My technical toolkit spans Python (NumPy, SciPy, TensorFlow, PyTorch), C/C++, Julia (ITensor), and various simulation packages—enabling me to tackle complex problems from both theoretical and practical perspectives.

専門分野

• ☆ Electrical Engineering
• ☆ Semiconductors
• ☆ Electronics Engineering
• ☆ Electronic Circuits
• ☆ Signal Processing
• ☆ Electro-Optics
• ☆ Engineering Physics
• ☆ Computer Science
• ☆ Supercomputing
• ☆ Quantum Computing
• ☆ Parallel Computing
• ☆ Statistics
• ☆ Statistical Theory
• ☆ Applied Statistics
• ☆ Regression Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Correlation Analysis
• ☆ Quantum Statistics
• ☆ Statistical Computing
• ☆ Mathematical Statistics
• ☆ Wave Mechanics
• ☆ Applied Mechanics
• ☆ Theoretical Mechanics
• ☆ Fluid Dynamics
• ☆ Statistical Mechanics
• ☆ Thermodynamics
• ☆ Quantum Mechanics
• ☆ Theoretical Physics
• ☆ Computational Physics
• ☆ Applied Physics
• ☆ Relativity Theory
• ☆ Cryogenics
• ☆ Applied Mathematics
• ☆ Mathematical Models
• ☆ Mathematical Optimization
• ☆ Mathematical Control Theory
• ☆ Computational Sciences
• ☆ Mathematical Physics
• ☆ Differential Equations
• ☆ Chaos Theory
• ☆ Group Theory
• ☆ Computational Mathematics
• ☆ Stochastic Processes
• ☆ Pure Mathematics
• ☆ Categorical Algebra
• ☆ Algebra
• ☆ Calculus
• ☆ Topology
• ☆ Integral Equations
• ☆ Optics
• ☆ Optoelectronics
• ☆ Lasers & Photonics
• ☆ Fiber Optics
• ☆ Optical Engineering
• ☆ System Dynamics
• ☆ String Theory
• ☆ Python
• ☆ Matlab
• ☆ SQL
• ☆ Tensorflow
• ☆ LaTex
• ☆ Scikit-learn
• ☆ Peer Review
• ☆ Research Methodology
• ☆ Fact Checking
• ☆ Literature Search
• ☆ Technical & Scientific Writing
• ☆ Journal Selection
• ☆ Manuscript & Journal Article Writing
• ☆ Instructional Materials
• ☆ Release Notes
• ☆ White Papers
• ☆ Textbook Content Writing
• ☆ Science Communication
• ☆ Literature Review
• ☆ Traditional/Narrative Literature Review
• ☆ Systematic Literature Review
• ☆ Scientific Proofreading & Editing
• ☆ Language Translation
• ☆ Statistical Finance
• ☆ Mathematical Finance

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Scientific and Technical Research

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, Data Insights

職務経験

Research Fellow

University of Massachusetts Amherst

9月 2024 - 現在

学歴

Ph.D. (Physics)

University of Massachusetts Amherst

9月 2018 - 9月 2024

Masters of Science (Applied Mathematics)

University of Massachusetts Amherst

9月 2018 - 2月 2022

BSc (Physics, Hons)

Nanjing University

9月 2013 - 7月 2017

認定資格

• 認定資格の詳細は未入力です。