Articles by Helmut G. Katzgraber

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Helmut G. Katzgraber

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155

Direct comparison of stochastic driven nonlinear dynamical systems for combinatorial optimizations

Today by Junpeng Hou and others

Quantum Physics, Disordered Systems and Neural Networks

qReduMIS: A Quantum-Informed Reduction Algorithm for the Maximum Independent Set Problem

3 days ago by Martin J. A. Schuetz and others

Quantum Physics, Disordered Systems and Neural Networks

Quantum Compilation Toolkit for Rydberg Atom Arrays with Implications for Problem Hardness and Quantum Speedups

14 January 2025 by Martin J. A. Schuetz and others

Quantum Physics, Disordered Systems and Neural Networks

Quadratic unconstrained binary optimization and constraint programming approaches for lattice-based cyclic peptide docking

13 December 2024 by J. Kyle Brubaker and others

Biomolecules, Optimization and Control

Scalable iterative pruning of large language and vision models using block coordinate descent

26 November 2024 by Gili Rosenberg and others

Machine Learning, Optimization and Control

Decomposition Pipeline for Large-Scale Portfolio Optimization with Applications to Near-Term Quantum Computing

20 November 2024 by Atithi Acharya and others

Optimization and Control, Data Analysis, Statistics and Probability

A Random-Key Optimizer for Combinatorial Optimization

15 November 2024 by Antonio Chaves and others

Artificial Intelligence, Disordered Systems and Neural Networks

End-to-end resource analysis for quantum interior point methods and portfolio optimization

23 May 2024 by Alexander Dalzell and others

Quantum Physics

Sparse Simulation of VQE Circuits for Quantum Chemistry

15 April 2024 by Damian Steiger and others

Quantum Physics

Quantum-Informed Recursive Optimization Algorithms

11 March 2024 by Jernej Rudi Finžgar and others

Quantum Physics, Combinatorics

Hardness of the Maximum Independent Set Problem on Unit-Disk Graphs and Prospects for Quantum Speedups

9 January 2024 by Ruben Andrist and others at

Caltech

Quantum Physics, Disordered Systems and Neural Networks

Parallel Tempering for Logic Synthesis

21 November 2023 by Thomas Häner and others

Logic in Computer Science

Explainable AI using expressive Boolean formulas

6 June 2023 by Gili Rosenberg and others

Artificial Intelligence, Machine Learning

Designing Quantum Annealing Schedules using Bayesian Optimization

22 May 2023 by Jernej Rudi Finžgar and others

Quantum Physics

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

3 February 2023 by Martin J. A. Schuetz and others

Machine Learning, Disordered Systems and Neural Networks

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

3 February 2023 by Martin J. A. Schuetz and others

Disordered Systems and Neural Networks, Artificial Intelligence

Graph Coloring with Physics-Inspired Graph Neural Networks

17 August 2022 by Martin J. A. Schuetz and others

Machine Learning, Disordered Systems and Neural Networks

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

8 June 2022 by Martin J. A. Schuetz and others

Quantum Physics, Disordered Systems and Neural Networks

Combinatorial Optimization with Physics-Inspired Graph Neural Networks

22 April 2022 by Martin J. A. Schuetz and others

Machine Learning, Disordered Systems and Neural Networks

Automated Design of Pulse Sequences for Magnetic Resonance Fingerprinting using Physics-Inspired Optimization

10 January 2022 by Stephen Jordan and others

Medical Physics, Quantum Physics

Scaling overhead of embedding optimization problems in quantum annealing

3 November 2021 by Mario Könz and others

Quantum Physics, Disordered Systems and Neural Networks

Optimization and benchmarking of the thermal cycling algorithm

8 September 2021 by Amin Barzegar and others

Disordered Systems and Neural Networks, Quantum Physics

Computational Overhead of Locality Reduction in Binary Optimization Problems

19 July 2021 by Elisabetta Valiante and others

Quantum Physics

Chook -- A comprehensive suite for generating binary optimization problems with planted solutions

22 March 2021 by Dilina Perera and others

Quantum Physics, Disordered Systems and Neural Networks

Griffiths-McCoy singularity on the diluted Chimera graph: Monte Carlo simulations and experiments on the quantum hardware

14 October 2020 by Kohji Nishimura and others

Quantum Physics, Disordered Systems and Neural Networks

Learning to find order in disorder

21 July 2020 by Humberto Munoz-Bauza and others

Disordered Systems and Neural Networks

The Wishart planted ensemble: A tunably-rugged pairwise Ising model with a first-order phase transition

4 May 2020 by Firas Hamze and others

Disordered Systems and Neural Networks, Quantum Physics

Adding color: Visualization of energy landscapes in spin glasses

26 April 2020 by Katja Biswas and Helmut Katzgraber

Disordered Systems and Neural Networks, Quantum Physics

Machine learning in physics: The pitfalls of poisoned training sets

12 March 2020 by Chao Fang and others

Disordered Systems and Neural Networks

Computational hardness of spin-glass problems with tile-planted solutions

28 February 2020 by Dilina Perera and others

Disordered Systems and Neural Networks, Quantum Physics

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Disordered Systems and Neural Networks Quantum Physics Statistical Mechanics Computational Physics Optimization and Control Artificial Intelligence Machine Learning Neural and Evolutionary Computing Materials Science Other Condensed Matter Discrete Mathematics Strongly Correlated Electrons Mesoscale and Nanoscale Physics Medical Physics Space Physics