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ORCIDEvert P. L. van Nieuwenburg
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2020 – today
- 2024
[j5]Felix Frohnert
, Evert P. L. van Nieuwenburg:
Explainable representation learning of small quantum states. Mach. Learn. Sci. Technol. 5(1): 15001 (2024)- [c1]Marie C. Kempkes, Vedran Dunjko, Evert P. L. van Nieuwenburg, Jakob Spiegelberg:
Reliable Classifications with Guaranteed Confidence Using the Dempster-Shafer Theory of Evidence. ECML/PKDD (2) 2024: 89-105 - 2023
- [i4]Felix Frohnert, Evert P. L. van Nieuwenburg:
Explainable Representation Learning of Small Quantum States. CoRR abs/2306.05694 (2023) - 2022
- [j4]Matteo M. Wauters, Evert P. L. van Nieuwenburg:
Reusability report: Comparing gradient descent and Monte Carlo tree search optimization of quantum annealing schedules. Nat. Mac. Intell. 4(10): 810-813 (2022) - [i3]Oswin Krause, Anasua Chatterjee, Ferdinand Kuemmeth, Evert P. L. van Nieuwenburg:
Learning Coulomb Diamonds in Large Quantum Dot Arrays. CoRR abs/2205.01443 (2022) - 2021
- [j3]Ryan Sweke, Markus S. Kesselring, Evert P. L. van Nieuwenburg, Jens Eisert:
Reinforcement learning decoders for fault-tolerant quantum computation. Mach. Learn. Sci. Technol. 2(2): 25005 (2021) - [j2]Evert P. L. van Nieuwenburg:
To V or not to V. Nat. Comput. Sci. 1(10): 644-645 (2021) - 2020
- [i2]Chris Heinrich, Michael Laskin, Simas Glinskis, Evert P. L. van Nieuwenburg:
Roof Age Determination for the Automated Site-Selection of Rooftop Solar. CoRR abs/2001.04227 (2020)
2010 – 2019
- 2019
- [j1]Giuseppe Carleo, Kenny Choo, Damian Hofmann, James E. T. Smith, Tom Westerhout, Fabien Alet, Emily J. Davis, Stavros Efthymiou, Ivan Glasser, Sheng-Hsuan Lin, Marta Mauri, Guglielmo Mazzola, Christian B. Mendl, Evert P. L. van Nieuwenburg, Ossian O'Reilly, Hugo Théveniaut, Giacomo Torlai, Filippo Vicentini, Alexander Wietek:
NetKet: A machine learning toolkit for many-body quantum systems. SoftwareX 10: 100311 (2019) - 2018
- [i1]Ryan Sweke, Markus S. Kesselring, Evert P. L. van Nieuwenburg, Jens Eisert:
Reinforcement Learning Decoders for Fault-Tolerant Quantum Computation. CoRR abs/1810.07207 (2018)
Coauthor Index
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