| Presentation | 2023-07-21 A Study on Computation of Resistive-Wall Wake field with a Hybrid Solution of Physics-informed Deep Learning and Boundary Element Method Kazuhiro Fujita, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A deep learning-based approach based on partial differential equations describing physical laws in electromagnetics has been developed and applied to electromagnetic interaction problems of a relativistic beam of charged particles and accelerator vacuum chambers. In this work, a hybrid approach of the deep learning approach and the boundary element method is investigated to solve the problems of the beam with walls of a finite conductivity. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Deep Learning / Partial Differential Equations / Boundary Integral Equations / Electromagnetic Field |
| Paper # | EMT2023-41,MW2023-59,OPE2023-41,EST2023-41,MWPTHz2023-37 |
| Date of Issue | 2023-07-13 (EMT, MW, OPE, EST, MWPTHz) |
| Conference Information | |
| Committee | EST / MW / EMT / OPE / MWPTHz / IEE-EMT |
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| Conference Date | 2023/7/20(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Muroran Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Workshop on Optical and Microwave technologies |
| Chair | Masayuki Kimishima(Advantest) / Kensuke Okubo(Okayama Prefectural Univ.) / Hideki Kawaguchi(Muroran Inst. of Tech) / Taro Arakawa(Yokohama National Univ.) / Atsushi Kanno(Nagoya Inst. of Tech.) / Shinichi Furukawa(Nihon Univ.) |
| Vice Chair | Takuya Sakamoto(Kyoto Univ.) / Yasuhide Tsuji(Muroran Inst. of Tech.) / Yasuo Ohtera(Toyama Prefectural Univ.) / Atsushi Sanada(Osaka Univ.) / Akihito Hirai(Mitsubishi Electric) / Yukihisa Suzuki(Tokyo Metropolitan Univ.) / / Masayuki Fujita(Osaka Univ.) / Kensuke Ikeda(CRIEPI) |
| Secretary | Takuya Sakamoto(Kozo Keikaku Engineering) / Yasuhide Tsuji(Univ. of Electro-Comm) / Yasuo Ohtera(Univ. of Electro-Comm) / Atsushi Sanada(Murata Manufacturing) / Akihito Hirai(Kyushu Sangyo Univ.) / Yukihisa Suzuki(Nihon Univ.) / (Kanto Gakuin Univ.) / Masayuki Fujita(NTT) / Kensuke Ikeda(NICT) / (NICT) |
| Assistant | Tomonori Yanagida(Advantest) / Akito Iguchi(Muroran Inst. of Tech) / Tomoyuki Furuichi(Tohoku Univ.) / Kosuke Katayama(NIT Tokuyama College) / Ryo Natsuaki(Univ. of Tokyo) / Takshi Fujisawa(Hokaido Univ.) / Hideyuki Nasu(Furukawa Electric) / Li Yi(Osaka Univ.) / Akira Satou(Tohoku Univ.) / Safumi Suzuki(Tokyo Inst. of Tech.) / Kazuki Niino(Kyoto Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Electronics Simulation Technology / Technical Committee on Microwaves / Technical Committee on Electromagnetic Theory / Technical Committee on OptoElectronics / Technical Committee on Microwave Photonics and Terahertz Photonic-Electronic Technologies / Technical Meeting on Electromagnetic Theory |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Computation of Resistive-Wall Wake field with a Hybrid Solution of Physics-informed Deep Learning and Boundary Element Method |
| Sub Title (in English) | |
| Keyword(1) | Deep Learning |
| Keyword(2) | Partial Differential Equations |
| Keyword(3) | Boundary Integral Equations |
| Keyword(4) | Electromagnetic Field |
| 1st Author's Name | Kazuhiro Fujita |
| 1st Author's Affiliation | Saitama Institute of Technology(Saitama IT) |
| Date | 2023-07-21 |
| Paper # | EMT2023-41,MW2023-59,OPE2023-41,EST2023-41,MWPTHz2023-37 |
| Volume (vol) | vol.123 |
| Number (no) | EMT-114,MW-115,OPE-116,EST-117,MWPTHz-118 |
| Page | pp.pp.165-168(EMT), pp.165-168(MW), pp.165-168(OPE), pp.165-168(EST), pp.165-168(MWPTHz), |
| #Pages | 4 |
| Date of Issue | 2023-07-13 (EMT, MW, OPE, EST, MWPTHz) |