Search Results for author: Martin Ganahl

Found 5 papers, 5 papers with code

Recurrent Neural Network Wavefunctions

2 code implementations7 Feb 2020 Mohamed Hibat-Allah, Martin Ganahl, Lauren E. Hayward, Roger G. Melko, Juan Carrasquilla

A core technology that has emerged from the artificial intelligence revolution is the recurrent neural network (RNN).

Disordered Systems and Neural Networks Strongly Correlated Electrons Computational Physics Quantum Physics

TensorNetwork on TensorFlow: Entanglement Renormalization for quantum critical lattice models

1 code implementation28 Jun 2019 Martin Ganahl, Ashley Milsted, Stefan Leichenauer, Jack Hidary, Guifre Vidal

We use the MERA to approximate the ground state wave function of the infinite, one-dimensional transverse field Ising model at criticality, and extract conformal data from the optimized ansatz.

Computational Physics

Continuous matrix product states for non-relativistic quantum fields: a lattice algorithm for inhomogeneous systems

1 code implementation7 Jan 2018 Martin Ganahl, Guifre Vidal

Given the continuum Hamiltonian $H$, we consider a sequence of discretized Hamiltonians $\{H(\epsilon_{\alpha})\}_{\alpha=1, 2,\cdots, p}$ on increasingly finer lattices with lattice spacing $\epsilon_1 > \epsilon_2 > \cdots > \epsilon_p$.

Quantum Gases

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