物理与数据科学本硕连读理学硕士

模块信息Module information

• Classical Mechanics and Relativity 1
  10
• Classical Mechanics and Relativity 2
  10
• Electromagnetism and Temperature and Matter
  20
• 导论数据科学Introduction to Data Science
  10
• 导论概率与统计学Introduction to Probability and Statistics
  10
• Mathematics for Physicists 1
  20
• 物理实验室Physics Laboratory 1
  20
• 物理与传播技能Physics and Communication Skills 1
  10
• Quantum Mechanics and Optics and Waves
  10
• 数据科学项目Data Science Projects
  10
• Electromagnetism 2
  10
• 基础与应用数据科学Foundations and Applications of Data Science
  10
• Mathematics for Physicists 2
  20
• 光学Optics
  10
• Particles and Nuclei & A Quantum Approach to Solids
  10
• 物理实验室Physics Laboratory 2
  10
• 物理与传播技能Physics and Communication Skills 2
  10
• 量子力学Quantum Mechanics 2
  10
• Statistical Physics and Entropy
  10
• Eigenphysics
  10
• Lagrangian and Hamiltonian Mechanics
  10
• Observational Astronomy
  10
• Structure in the Universe
  10
• Group Studies
  20
• 量子力学Quantum Mechanics 3
  10
• 科学计算机实验室Scientific Computing Laboratory 1
  10
• 科学计算机实验室Scientific Computing Laboratory 2
  10
• 统计物理Statistical Physics
  10
• 生物物理Biophysics
  10
• Complex Variable Theory
  10
• Fission and Fusion
  10
• 智能数据分析Intelligent Data Analysis
  20
• 机器学习Machine Learning
  20
• 医学成像Medical Imaging
  10
• Neural Networks and Deep Learning
  20
• Observational Cosmology
  10
• Physical Principles of Radar
  10
• The Life and Death of Stars
  10
• Images and Communications
  10
• 原子物理Atomic Physics
  10
• Chaos and Dynamical Systems
  10
• 凝聚态物质物理Condensed Matter Physics
  10
• Evolution of Cosmic Structure
  10
• Exoplanets
  10
• 自然语言处理Natural Language Processing
  20
• 核物理Nuclear Physics
  10
• 粒子物理Particle Physics
  10
• Physics Critique
  10
• 物理教学学校Physics Teaching in Schools
  10
• Radiation and Relativity
  10
• 项目学位论文Project Dissertation
  20
• Project Planning and Preliminary Report
  10
• Project Seminar and Viva
  20
• 高级粒子物理技术Advanced Particle Physics Techniques
  10
• 算法数据科学Algorithms for Data Science
  20
• 当前主题粒子物理Current Topics in Particle Physics
  10
• Inference from Scientific Data
  10
• 数学基础人工智能与机器学习（ML）Mathematical Foundations of Artificial Intelligence (AI) and Machine Learning (ML)
  20
• Nanophotonics
  10
• Neural Networks and Deep Learning (Extended)
  20
• 相过渡Phase Transitions
  10
• 量子力学Quantum Mechanics 4
  10
• Storing and Managing Data
  20
• 超导Superconductivity
  10
• The General Theory of Relativity
  10
• Ultracold Atoms and Quantum Gases
  10
• 高级凝聚态物质物理Advanced Condensed Matter Physics
  10
• 当前主题人工智能与数据科学Current Topics in Artificial Intelligence & Data Science
  20
• Many Particle and Quantum Field Theory
  10
• 物理可再生能源Physics of Renewable Energy
  10
• 量子光学Quantum Optics
  10
• Relativistic Astrophysics
  10
• 可视化Visualisation
  20

必修Core modules

• Classical Mechanics and Relativity 1
  10
• Classical Mechanics and Relativity 2
  10
• Electromagnetism and Temperature and Matter
  20
• 导论数据科学Introduction to Data Science
  10
• 导论概率与统计学Introduction to Probability and Statistics
  10
• Mathematics for Physicists 1
  20
• 物理实验室Physics Laboratory 1
  20
• 物理与传播技能Physics and Communication Skills 1
  10
• Quantum Mechanics and Optics and Waves
  10
• 数据科学项目Data Science Projects
  10
• Electromagnetism 2
  10
• 基础与应用数据科学Foundations and Applications of Data Science
  10
• Mathematics for Physicists 2
  20
• 光学Optics
  10
• Particles and Nuclei & A Quantum Approach to Solids
  10
• 物理实验室Physics Laboratory 2
  10
• 物理与传播技能Physics and Communication Skills 2
  10
• 量子力学Quantum Mechanics 2
  10
• Statistical Physics and Entropy
  10
• Group Studies
  20
• 量子力学Quantum Mechanics 3
  10
• 科学计算机实验室Scientific Computing Laboratory 1
  10
• 科学计算机实验室Scientific Computing Laboratory 2
  10
• 统计物理Statistical Physics
  10
• 项目学位论文Project Dissertation
  20
• Project Planning and Preliminary Report
  10
• Project Seminar and Viva
  20

选修Optional modules

• Eigenphysics
  10
• Lagrangian and Hamiltonian Mechanics
  10
• Observational Astronomy
  10
• Structure in the Universe
  10
• 生物物理Biophysics
  10
• Complex Variable Theory
  10
• Fission and Fusion
  10
• 智能数据分析Intelligent Data Analysis
  20
• 机器学习Machine Learning
  20
• 医学成像Medical Imaging
  10
• Neural Networks and Deep Learning
  20
• Observational Cosmology
  10
• Physical Principles of Radar
  10
• The Life and Death of Stars
  10
• 高级粒子物理技术Advanced Particle Physics Techniques
  10
• 算法数据科学Algorithms for Data Science
  20
• 当前主题粒子物理Current Topics in Particle Physics
  10
• Inference from Scientific Data
  10
• 数学基础人工智能与机器学习（ML）Mathematical Foundations of Artificial Intelligence (AI) and Machine Learning (ML)
  20
• Nanophotonics
  10
• Neural Networks and Deep Learning (Extended)
  20
• 相过渡Phase Transitions
  10
• 量子力学Quantum Mechanics 4
  10
• Storing and Managing Data
  20
• 超导Superconductivity
  10
• The General Theory of Relativity
  10
• Ultracold Atoms and Quantum Gases
  10
• 高级凝聚态物质物理Advanced Condensed Matter Physics
  10
• 凝聚态物质物理Condensed Matter Physics
  10
• 当前主题人工智能与数据科学Current Topics in Artificial Intelligence & Data Science
  20
• Evolution of Cosmic Structure
  10
• Exoplanets
  10
• Images and Communications
  10
• Many Particle and Quantum Field Theory
  10
• 核物理Nuclear Physics
  10
• 物理可再生能源Physics of Renewable Energy
  10
• 量子光学Quantum Optics
  10
• Relativistic Astrophysics
  10
• 可视化Visualisation
  20

Semester 1 modules

• 生物物理Biophysics
  10
• Complex Variable Theory
  10
• Fission and Fusion
  10
• 智能数据分析Intelligent Data Analysis
  20
• 机器学习Machine Learning
  20
• 医学成像Medical Imaging
  10
• Neural Networks and Deep Learning
  20
• Observational Cosmology
  10
• Physical Principles of Radar
  10
• The Life and Death of Stars
  10

Semester 2 Modules

• Images and Communications
  10
• 原子物理Atomic Physics
  10
• Chaos and Dynamical Systems
  10
• 凝聚态物质物理Condensed Matter Physics
  10
• Evolution of Cosmic Structure
  10
• Exoplanets
  10
• 自然语言处理Natural Language Processing
  20
• 核物理Nuclear Physics
  10
• 粒子物理Particle Physics
  10
• Physics Critique
  10
• 物理教学学校Physics Teaching in Schools
  10
• Radiation and Relativity
  10