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researcher

L. Funcke

34 papers hereh-index 181.2k citations63 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author26
  • last author3

Across the 33 of 34 papers where every author was matched, so the position is known.

fields
  • hep-lat16
  • quant-ph8
  • cond-mat.str-el4
  • cs.LG3
  • hep-th2
  • hep-ex1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedApplications of Machine Learning to Lattice Quantum Field Theory

13 citations · 24 across the 20 of their papers we have counts for

collaborators
Showing 2025 · quant-phShow all

3 papers · 2 filters

quant-ph2025

Sample-Based Krylov Quantum Diagonalization for the Schwinger Model on Trapped-Ion and Superconducting Quantum Processors

Emil Otis Rosanowski, Jurek Eisinger, Lena Funcke +2

We apply the recently proposed Sample-based Krylov Quantum Diagonalization (SKQD) method to lattice gauge theories, using the Schwinger model with a θ-term as a benchmark. SKQD a…

quant-ph2025

Adaptive Observation Cost Control for Variational Quantum Eigensolvers

Christopher J. Anders, Kim A. Nicoli, Bingting Wu +6

The objective to be minimized in the variational quantum eigensolver (VQE) has a restricted form, which allows a specialized sequential minimal optimization (SMO) that requires onl…

quant-ph2025

Machine-Learning-Enhanced Optimization of Noise-Resilient Variational Quantum Eigensolvers

Kim A. Nicoli, Luca J. Wagner, Lena Funcke

Variational Quantum Eigensolvers (VQEs) are a powerful class of hybrid quantum-classical algorithms designed to approximate the ground state of a quantum system described by its Ha…

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