219 citations · 560 across the 9 of their papers we have counts for
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quant-ph2022★ 16 cited
Reduced density matrix and entanglement in interacting quantum field theory with Hamiltonian truncation
Patrick Emonts, Ivan Kukuljan
Entanglement is the fundamental difference between classical and quantum systems and has become one of the guiding principles in the exploration of high- and low-energy physics. Th…
quant-ph2021★ 4 cited
Tensor networks and efficient descriptions of classical data
Sirui Lu, Márton Kanász-Nagy, Ivan Kukuljan +1
We investigate the potential of tensor network based machine learning methods to scale to large image and text data sets. For that, we study how the mutual information between a su…
quant-ph2015★ 219 cited
Quantum Circuits for Isometries
Raban Iten, Roger Colbeck, Ivan Kukuljan +2
We consider the decomposition of arbitrary isometries into a sequence of single-qubit and Controlled-NOT (C-NOT) gates. In many experimental architectures, the C-NOT gate is relati…