Helmut G. Katzgraber - Publications, H-index & Citations

Helmut G. Katzgraber

Universidade Federal de Pernambuco

36H指数

299论文数

5.4K被引数

收录论文 68

发表时间

A Random-Key optimizer for combinatorial optimization 一种用于组合优化的随机键优化器

JOURNAL OF HEURISTICS

IF1.4

2025-09-26

PREAI

Chaves, Antonio A.; Resende, Mauricio G. C.; Schuetz, Martin J. A.; Brubaker, J. Kyle; Katzgraber, Helmut G.; de Arruda, Edilson F.; Silva, Ricardo M. A.

Quantum-Informed Recursive Optimization Algorithms

PRX QUANTUM

IF11

2024-05-03

OAAI

Finzgar, Jernej Rudi; Kerschbaumer, Aron; Schuetz, Martin J. A.; Mendl, Christian B.; Katzgraber, Helmut G.

Designing quantum annealing schedules using Bayesian optimization

PHYSICAL REVIEW RESEARCH

IF4.2

2024-04-18

OAAI

Finzgar, Jernej Rudi; Schuetz, Martin J. A.; Brubaker, J. Kyle; Nishimori, Hidetoshi; Katzgraber, Helmut G.

Hardness of the maximum-independent-set problem on unit-disk graphs and prospects for quantum speedups

PHYSICAL REVIEW RESEARCH

IF4.2

2023-12-21

OAAI

Andrist, Ruben S.; Schuetz, Martin J. A.; Minssen, Pierre; Yalovetzky, Romina; Chakrabarti, Shouvanik; Herman, Dylan; Kumar, Niraj; Salton, Grant; Shaydulin, Ruslan; Sun, Yue; Pistoia, Marco; Katzgraber, Helmut G.

Explainable Artificial Intelligence Using Expressive Boolean Formulas 使用表达性布尔公式可解释的人工智能

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2023-11-24

OAAI

Rosenberg, Gili; Brubaker, John Kyle; Schuetz, Martin J. A.; Salton, Grant; Zhu, Zhihuai; Zhu, Elton Yechao; Kadioglu, Serdar; Borujeni, Sima E.; Katzgraber, Helmut G.

End-To-End Resource Analysis for Quantum Interior-Point Methods and Portfolio Optimization

PRX QUANTUM

IF11

2023-11-13

OAAI

Dalzell, Alexander M.; Clader, B. David; Salton, Grant; Berta, Mario; Lin, Cedric Yen-Yu; Bader, David A.; Stamatopoulos, Nikitas; Schuetz, Martin J. A.; Brandao, Fernando G. S. L.; Katzgraber, Helmut G.; Zeng, William J.

Reply to: Modern graph neural networks do worse than classical greedy algorithms in solving combinatorial optimization problems like maximum independent set

NATURE MACHINE INTELLIGENCE

IF23.9

2022-12-30

PREAI

Schuetz, Martin J. A.; Brubaker, J. Kyle; Katzgraber, Helmut G.

Reply to: Inability of a graph neural network heuristic to outperform greedy algorithms in solving combinatorial optimization problems

NATURE MACHINE INTELLIGENCE

IF23.9

2022-12-30

PREAI

Schuetz, Martin J. A.; Brubaker, J. Kyle; Katzgraber, Helmut G.

Graph coloring with physics-inspired graph neural networks

PHYSICAL REVIEW RESEARCH

IF4.2

2022-11-23

OAAI

Schuetz, Martin J. A.; Brubaker, J. Kyle; Zhu, Zhihuai; Katzgraber, Helmut G.

Optimization of Robot-Trajectory Planning with Nature-Inspired and Hybrid Quantum Algorithms

PHYSICAL REVIEW APPLIED

IF4.4

2022-11-15

OAAI

Schuetz, Martin J. A.; Brubaker, J. Kyle; Montagu, Henry; van Dijk, Yannick; Klepsch, Johannes; Ross, Philipp; Luckow, Andre; Resende, Mauricio G. C.; Katzgraber, Helmut G.

Combinatorial optimization with physics-inspired graph neural networks 基于物理启发的图神经网络的组合优化

NATURE MACHINE INTELLIGENCE

IF23.9

2022-04-21

PREAI

Schuetz, Martin J. A.; Brubaker, J. Kyle; Katzgraber, Helmut G.

Computational overhead of locality reduction in binary optimization problems

COMPUTER PHYSICS COMMUNICATIONS

IF3.4

2021-12-01

OAAI

Valiante, Elisabetta; Hernandez, Maritza; Barzegar, Amin; Katzgraber, Helmut G.

Embedding Overhead Scaling of Optimization Problems in Quantum Annealing

PRX QUANTUM

IF11

2021-11-02

OAAI

Koenz, Mario S.; Lechner, Wolfgang; Katzgraber, Helmut G.; Troyer, Matthias

Automated design of pulse sequences for magnetic resonance fingerprinting using physics-inspired optimization

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2021-09-30

OAAI

Jordan, Stephen P.; Hu, Siyuan; Rozada, Ignacio; McGivney, Debra F.; Boyacioglu, Rasim; Jacob, Darryl C.; Huang, Sherry; Beverland, Michael; Katzgraber, Helmut G.; Troyer, Matthias; Griswold, Mark A.; Ma, Dan

Machine learning in physics: the pitfalls of poisoned training sets

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2020-09-11

OAAI

Fang, Chao; Barzeger, Amin; Katzgraber, Helmut G.

Numerical observation of a glassy phase in the three-dimensional Coulomb glass

PHYSICAL REVIEW B

IF3.7

2019-09-13

OAAI

Barzegar, Amin; Andresen, Juan Carlos; Schechter, Moshe; Katzgraber, Helmut G.