Anffany Chen

Area of Study / Keywords

Condensed Matter Physics Machine Learning

Research

• Topological phases of matter
  • Symmetry-protected topological phases (topological insulators, semimetals, and superconductors)
  • Topological order with long-range entanglement (quantum spin liquids)
  • Bulk-boundary correspondence
• Artificial neural networks
  • Machine classification of phases
  • Interpretation of neural network models
  • Neural network quantum states 
  • Deep learning of gauge/gravity duality
• Exotic lattices
  • Hyperbolic lattices and their experimental realizations
  • Bethe lattices
• Strongly correlated systems
  • Interacting systems on disordered lattices (many-body localization)
  • SYK model
  • Quantum spin models
• Localization phenomena
  • Weak localization, Anderson localization
  • Many-body localization
• Table-top probes of high-energy physics and gravity
  • AdS-CFT correspondence in hyperbolic lattices
  • Graphene platform for realizing the SYK model
  • Chiral anomaly in Weyl and Dirac semimetals
  • Majorana fermions emerged as topological boundary states