2 papers
physics.data-an2019
Precision annealing Monte Carlo methods for statistical data assimilation and machine learning
Zheng Fang, Adrian S. Wong, Kangbo Hao +2
In statistical data assimilation (SDA) and supervised machine learning (ML), we wish to transfer information from observations to a model of the processes underlying those observat…
stat.CO2019
Precision Annealing Monte Carlo Methods for Statistical Data Assimilation: Metropolis-Hastings Procedures
Adrian S. Wong, Kangbo Hao, Zheng Fang +1
Statistical Data Assimilation (SDA) is the transfer of information from field or laboratory observations to a user selected model of the dynamical system producing those observatio…