Featured Research

Machine Learning & Physics

• Neural network renormalization Group, & its application to field theories and real images
• Decipher holographic QCD using neural-ODE​
• Differential programming of isometric tensor network, such as MERA
• Neural network quantum state tomography
  
• Quantum advantage of quantum sequential modeling, such as quantum recurrent neural network
  

Condensed Matter Physics

• ​Quantum Magnetism in Wannier-Obstructed Mott Insulators
• Disordered topological phase transition and infinite randomness quantum critical point in 2D. 
• Strong disorder simulation using Spectrum Bifurcation Renormalization Group
• Spontaneous time reversal breaking in two-band superconductor.

Quantum Algorithm

• Quantum  Adiabatic Algorithm
• Quantum search using resonance with monitor qubits.