Kwak S - Search Results

1

Imputation of faulty magnetic sensors with coupled Bayesian and Gaussian processes to reconstruct the magnetic equilibrium in real time.

Joung S, Kim J, Kwak S, Park KR, Hahn SH, Han HS, Kim HS, Bak JG, Lee SG, Ghim YC. Joung S, et al. Among authors: kwak s. Rev Sci Instrum. 2018 Oct;89(10):10K106. doi: 10.1063/1.5038938. Rev Sci Instrum. 2018. PMID: 30399691

2

Bayesian modelling of the emission spectrum of the Joint European Torus Lithium Beam Emission Spectroscopy system.

Kwak S, Svensson J, Brix M, Ghim YC; JET Contributors. Kwak S, et al. Rev Sci Instrum. 2016 Feb;87(2):023501. doi: 10.1063/1.4940925. Rev Sci Instrum. 2016. PMID: 26931843

3

Bayesian modeling of microwave radiometer calibration on the example of the Wendelstein 7-X electron cyclotron emission diagnostic.

Hoefel U, Hirsch M, Kwak S, Pavone A, Svensson J, Stange T, Hartfuß HJ, Schilling J, Weir G, Oosterbeek JW, Bozhenkov S, Braune H, Brunner KJ, Chaudhary N, Damm H, Fuchert G, Knauer J, Laqua H, Marsen S, Moseev D, Pasch E, Scott ER, Wilde F, Wolf R; W7-X Team. Hoefel U, et al. Among authors: kwak s. Rev Sci Instrum. 2019 Apr;90(4):043502. doi: 10.1063/1.5082542. Rev Sci Instrum. 2019. PMID: 31042980

4

GS-DeepNet: mastering tokamak plasma equilibria with deep neural networks and the Grad-Shafranov equation.

Joung S, Ghim YC, Kim J, Kwak S, Kwon D, Sung C, Kim D, Kim HS, Bak JG, Yoon SW. Joung S, et al. Among authors: kwak s. Sci Rep. 2023 Sep 22;13(1):15799. doi: 10.1038/s41598-023-42991-5. Sci Rep. 2023. PMID: 37737481 Free PMC article.

5

Bayesian inference of spatially resolved Z_eff profiles from line integrated bremsstrahlung spectra.

Kwak S, Hergenhahn U, Höfel U, Krychowiak M, Pavone A, Svensson J, Ford O, König R, Bozhenkov S, Fuchert G, Pasch E, Brunner KJ, Knauer J, Kornejew P, Trimiño Mora H, Pedersen TS; Wendelstein 7-X Team. Kwak S, et al. Rev Sci Instrum. 2021 Apr 1;92(4):043505. doi: 10.1063/5.0043777. Rev Sci Instrum. 2021. PMID: 34243367

6

Neural network surrogates of Bayesian diagnostic models for fast inference of plasma parameters.

Pavone A, Svensson J, Krychowiak M, Hergenhahn U, Winters V, Kornejew P, Kwak S, Hoefel U, Koenig R, Wolf RC; Wendelstein 7-X Team. Pavone A, et al. Among authors: kwak s. Rev Sci Instrum. 2021 Mar 1;92(3):033531. doi: 10.1063/5.0043772. Rev Sci Instrum. 2021. PMID: 33820062

7

First Observation of a Stable Highly Dissipative Divertor Plasma Regime on the Wendelstein 7-X Stellarator.

Zhang D, König R, Feng Y, Burhenn R, Brezinsek S, Jakubowski M, Buttenschön B, Niemann H, Pavone A, Krychowiak M, Kwak S, Svensson J, Gao Y, Pedersen TS, Alonso A, Baldzuhn J, Beidler CD, Biedermann C, Bozhenkov S, Brunner KJ, Damm H, Hirsch M, Giannone L, Drewelow P, Effenberg F, Fuchert G, Hammond KC, Höfel U, Killer C, Knauer J, Laqua HP, Laube R, Pablant N, Pasch E, Penzel F, Rahbarnia K, Reimold F, Thomsen H, Winters V, Wagner F, Klinger T, W-X Team. Zhang D, et al. Among authors: kwak s. Phys Rev Lett. 2019 Jul 12;123(2):025002. doi: 10.1103/PhysRevLett.123.025002. Phys Rev Lett. 2019. PMID: 31386539

8

Bayesian uncertainty calculation in neural network inference of ion and electron temperature profiles at W7-X.

Pavone A, Svensson J, Langenberg A, Pablant N, Hoefel U, Kwak S, Wolf RC; Wendelstein 7-X Team. Pavone A, et al. Among authors: kwak s. Rev Sci Instrum. 2018 Oct;89(10):10K102. doi: 10.1063/1.5039286. Rev Sci Instrum. 2018. PMID: 30399785

9

Fully automatic mpMRI analysis using deep learning predicts peritumoral glioblastoma infiltration and subsequent recurrence.

Kwak S, Akbari H, Garcia JA, Mohan S, Davatzikos C. Kwak S, et al. Proc SPIE Int Soc Opt Eng. 2024 Feb;12926:129261N. doi: 10.1117/12.3001752. Epub 2024 Apr 2. Proc SPIE Int Soc Opt Eng. 2024. PMID: 38742150 Free PMC article.

10

Abnormally High Graphitic Crystallization of Cellulose Nanocrystals.

Lee JE, Jeon WC, Kim YE, Lee GH, Kim J, Kim MJ, Lee SM, Kweon SH, Kwak SK, Chae HG. Lee JE, et al. Among authors: kwak sk. ACS Appl Mater Interfaces. 2024 May 11. doi: 10.1021/acsami.4c04015. Online ahead of print. ACS Appl Mater Interfaces. 2024. PMID: 38733565

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