Tag: Monte Carlo method
Mean-field approaches qualitatively capture heavy-quark QCD phase behavior
What the study found The study finds that three mean-field approximations applied to effective Polyakov loop theories can qualitatively determine the phase diagram of lattice QCD with heavy quarks using fully analytical methods. It also reports a first-order nuclear liquid-gas transition with a critical end point at very low temperatures and moderately heavy quarks. Why…
Full-resolution model reproduces key MSRE flow and neutron data
Full-resolution multiphysics simulation of the Molten Salt Reactor Experiment couples neutronics with thermal-hydraulics to reproduce experimental behavior and reveal three-dimensional flow.
Muon-induced neutron spectra show possible high-multiplicity anomalies in lead
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Analysis of muon-induced neutron emission from lead targets reveals systematic deviations from standard power-law modeling, with evidence of structure in high-multiplicity events independent of depth.
XGBoost performed best for predicting late eGFR after kidney transplant
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in MedicineMachine learning models combined with Monte Carlo simulation predict late kidney transplant function using tacrolimus pharmacokinetics and clinical parameters.
