Concepedia

Author

C. Matthias

California Institute of TechnologyORCID

Also Known As

C Matthias, C. Matthias, Caro, Matthias, Caro, Matthias C., Ch. Matthias, Douglas Chepeha, Matthias C. Caro, Matthias Caro

120

Publications

1.2K

Citations

15

H-Index

56

Concepts

All Affiliations

California Institute of TechnologyFreie Universität BerlinLos Alamos National LaboratoryTechnical University of MunichLudwig-Maximilians-Universität München
CM

About

C. Matthias is an author at California Institute of Technology specializing in engineering, medicine, and quantum computing.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

5

5

180

2

Medicine

5

5

199

3

Natural Sciences

1

1

20

4

Anatomy

1

1

17

5

Biochemistry

1

1

11

C. Matthias

×

16

Publications

899

Citations

12

H-Index

YearCitations

Generalization in quantum machine learning from few training data

C. Matthias, Hsin-Yuan Huang, M. Cerezo,

Nature Communications

2022

403

Polymorphism within the cyclin D1 gene is associated with prognosis in patients with squamous cell carcinoma of the head and neck.

C. Matthias, K Branigan, V. Jähnke,

PubMed

1998

97

Encoding-dependent generalization bounds for parametrized quantum circuits

C. Matthias, Elies Gil-Fuster, Johannes Jakob Meyer,

arXiv (Cornell University)

2021

93

Out-of-distribution generalization for learning quantum dynamics

C. Matthias, Hsin-Yuan Huang, Nicholas Ezzell,

Nature Communications

2023

63

Endoscopic measurements of free-flap perfusion in the head and neck region using red-excited Indocyanine Green: preliminary results

Christian Betz, Sven Zhorzel, Hilmar Schachenmayr,

Journal of Plastic Reconstructive & Aesthetic Surgery

2008

40

Glutathione S-transferase and cytochrome P450 genotypes as risk factors for laryngeal carcinoma

V. Jähnke, Richard C. Strange, C. Matthias,

European Archives of Oto-Rhino-Laryngology

1997

34

Dynamical simulation via quantum machine learning with provable generalization

Joe Gibbs, Zoë Holmes, C. Matthias,

Physical Review Research

2024

29

Learning Quantum States and Unitaries of Bounded Gate Complexity

Haimeng Zhao, L. Lewis, Ishaan Kannan,

PRX Quantum

2024

23

Intraoperative monitoring of intraarterial paraganglioma embolization by indocyaningreen fluorescence angiography

Vanessa Siedek, Tobias Waggershauser, Alexander Berghaus,

European Archives of Oto-Rhino-Laryngology

2008

21

Learning Quantum Processes and Hamiltonians via the Pauli Transfer Matrix

C. Matthias

ACM Transactions on Quantum Computing

2024

20

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