2 papers
nucl-th2025
Second-order optimisation strategies for neural network quantum states
M. Drissi, J. W. T. Keeble, J. Rozalén Sarmiento +1
The Variational Monte Carlo method has recently seen important advances through the use of neural network quantum states. While more and more sophisticated ansätze have been desig…
nucl-th2024
Machine learning the deuteron: new architectures and uncertainty quantification
J Rozalén Sarmiento, J W T Keeble, A Rios
We solve the ground state of the deuteron using a variational neural network ansatz for the wave function in momentum space. This ansatz provides a flexible representation of both…