336 citations · 1.3k across the 27 of their papers we have counts for
27 papers
Brownian motion of a particle with higher-derivative dynamics
Z. C. Tu
The Brownian motion of a particle with higher-derivative dynamics (HDD) coupling with a bath consisting of harmonic oscillators is investigated. The Langevin equation and correspon…
Polarons in Binary Bose-Einstein Condensates
Ning Liu, Z. C. Tu
Bose polarons are quasiparticles formed through the interaction between impurities and Bose-Einstein condensates. In this paper, we derive an effective Fröhlich Hamiltonian using t…
Exploring fundamental laws of classical mechanics via predicting the orbits of planets based on neural networks
Jian Zhang, Yiming Liu, Z. C. Tu
Neural networks have provided powerful approaches to solve various scientific problems. Many of them are even difficult for human experts who are good at accessing the physical law…
Deep learning Local Reduced Density Matrices for Many-body Hamiltonian Estimation
Xinran Ma, Z. C. Tu, Shi-Ju Ran
Human experts cannot efficiently access the physical information of quantum many-body states by simply "reading" the coefficients, but have to reply on the previous knowledge such…
Abstract models for heat engines
Z. C. Tu
We retrospect three abstract models for heat engines which include a classic abstract model in textbook of thermal physics, a primary abstract model for finite-time heat engines, a…
Stochastic thermodynamics with odd controlling parameters
Geng Li, Z. C. Tu
Stochastic thermodynamics extends the notions and relations of classical thermodynamics to small systems that experience strong fluctuations. The definitions of work and heat and t…