2 papers
cond-mat.quant-gas2025
Thermometry of simulated Bose--Einstein condensates using machine learning
Jack Griffiths, Steven A. Wrathmall, Simon A. Gardiner
Precise determination of thermodynamic parameters in ultracold Bose gases remains challenging due to the destructive nature of conventional measurement techniques and inherent expe…
physics.comp-ph2024
Solving physics-based initial value problems with unsupervised machine learning
Jack Griffiths, Steven A. Wrathmall, Simon A. Gardiner
Initial value problems -- a system of ordinary differential equations and corresponding initial conditions -- can be used to describe many physical phenomena including those arise…