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Journal : International Journal of Electrical and Computer Engineering

Design of a thermionic electron gun of 6 MeV linac by using neural network based surrogate model Nuraini, Elin; Sihana, Sihana; Taufik, Taufik; Darsono, Darsono; Saefurrochman, Saefurrochman; Utama, Rajendra Satriya
International Journal of Electrical and Computer Engineering (IJECE) Vol 16, No 1: February 2026
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijece.v16i1.pp477-487

Abstract

High performance electron guns are fundamental components in linear accelerators (linacs), directly influencing beam quality and downstream system efficiency. However, designing electron guns for applications such as a 6 MeV linac presents complex trade-offs between current, perveance, and beam emittance. Traditional simulation-driven optimization methods are computationally expensive and limit rapid prototyping. In this study, we develop a neural network-based surrogate model trained on CST Studio Suite simulation data to predict the electron gun's performance metrics. Our approach significantly accelerates the optimization process by providing real-time predictions of beam current and perveance across a wide design parameter space. The surrogate model achieves high prediction accuracy, with training and validation losses on the order of 10⁻⁷. Results demonstrate that neural network models can serve as reliable and efficient tools for electron gun design, offering considerable computational savings while maintaining accuracy. Future extensions include expanding the surrogate model to multi-objective optimization and incorporating thermal and mechanical effects into the design process.
Co-Authors Aan Nurfahrudianto Abd Syakur Adabiah, Suhadah Rabi'atul Adelina Hasyim Adi Cifriadi, Adi Adi, Angger Setia Adjie, Andreas Bimo Putro Agnes Carolina Agung Pramudito, Agung Agus Setiyono Agustono Agustono, Agustono Ahmad Rifan, Ahmad Akhmad Rasyid Syahputra, Akhmad Rasyid Akhsani Lubis Dwi Saputra, Akhsani Lubis Aksar, Prinob ali wijayanto Amrozi Ana, Rizki Anggarwati, Novita Anggraeni, Karina Anggraini, Christina Dini ANGGRAINI, MELISA Anita Esfandiari Anti Wulan Agustini Apri Wahyudi Aprilia Dwi Handayani, Aprilia Dwi Arief Ramadhan Arif Saefudin Arifah, Khusnul Arifianto, Dinar Arnol, Irwan Arthanto, Dwi Handoko Aryanto, Muhamad Defi AYU RAHMAWATI Azhar, Ervin Bambang Agus Sulistyono Budi Legowo Budi Legowo Cyntia, Ade Ilham Damayanti, Dina Danes Quirira Octavio Dema Yulianto Devita Yohanie, Dian Dewi, Dea Arien Alinda Dhiniaty Gularso Dian Devita Yohanie Yohanie Dian Fitriani Diana Hariani dina rosita Dwiatmaja, Agus Dwinanda Harsa, Dwinanda Elin Nuraini Eming SUDIANA Encil Puspitoningrum, Encil Eny Lestari Erlyna Wida Riptanti Ernoiz Antriyandarti Fahruddin Fahruddin Fanaldy, Khusnul Bukhary Fauziah, Muhardila Febriansyah, Aldrin Febrianto, Alvano Fernandez, Frederik Galih Setiaji Hafifah, Uning Hairul Anam Handayani , Aprilia Dwi Handayani, Triana Dianita Hani Handayani, Hani Harjana Harjana Harsojo Harsojo Hery Setiyawan Hidayah, Annisa Nur Hidayat, Asep Munir Hidayatulloh, Sultan himmatul Aliyah, himmatul Husda, Nur Elfi Husin, Syahri Al I wayan Teguh Wibawan Ida Wahyuni Ika Santia Imam Widhiono Indira Djanuarti Iwan Yahya Jatmiko Jatmiko Jatmiko Jatmiko Jatmiko JOKO SUSANTO Joko Sutrisno Juang Kurniawan Syahruzah Julikah, Julikah Karyawati, Karyawati Katminingsih , Yuni Kenedi, Kenedi Khairiyah, Refa'ul Khairiyakh, Refa’ul khusnul khotimah Kinayung, Satria Kirana, Masita Putri Koesuma, Sorja Kristianti , Lina Kunto Adi, Raden Kurniawati Darmaningrum Laela Sagita LAKSONO SUMARTO, LAKSONO Larasati, Anggi Latif Alghifari, Abdul Lestari, Adilla Dwi Putri Limbong, Gresita Fikania Lina Rihatul Hima, Lina Rihatul Linawati, Anissa Lucky Prayoga Machsa, Ali Made Sumarti Kardha Made Sumarti, Made Madina, Alifa Putri Maharani Maharani, Maharani Mardalena, Ni Nyoman Mar’ati, Fudji Sri Mega Lestari Melda Gian Priyanita Minar Ferichani Mrihrahayu Rumaningsih Mualimah, Muthiah Muftiyatunnisa, Salmaa MUHAMMAD HASBI Muhammad Iqbal Birsyada Muna, Arifatul Hilmi Isfil Mustafa, Ali Achsan Muttaqin, Edwin Nacaska, Nanda Nafisah, Riza Ni Luh Ketut Shanti Antik Safitri, Ni Luh Ketut Shanti Antik Nia Susilo Wardani Niken Wahyu Utami Ningrum, Sekar Tyas Ayu Nisa, Sefiya Khoirun Nonisa, Amanda Novitasari, Atika Nur Anisa Nur Hasanah Nurdiansyah, Fahrizal Nurrahma, Alifia Fauziyah Nuryani Nuryani Okparizan Okparizan Prasasti, Debi Elisa Prihantini, Febrina Nafasati Purba, Humbang Purwanto, Agus Tri Putra, Steinly Suwanto Putri, Miftahul Zannah Raharjo Rachmawati, Isti Dian Ramadhan, Alauddin Shidqi Ratna Ani Lestari Rhodiyah, Annisa Fadwa RINI ADIYANI Ripta, Dwinanda Riwidiharso, Edy Riyani Riyani Rokhmaniyah Rokhmaniyah, Rokhmaniyah Rudi Subiyakto, Rudi Rudianto, April Rully, Aviando Saefurrochman Saefurrochman Safitri, Wulan Erliana Samijo, Samijo SAMPURNANI, SALSABILA Santi Puspitasari Sapja Anantanyu, Sapja Saputri, Ratna Aprilia Saputro, Setiyawan Adi Sari, Widy Retno Sariwibowo, Rindu Warih Selly Rahmawati Septiarani , Dike Septiarani, Dike Setiadi, Hirawan Setyarso Herlambang, Setyarso Shadiqah, Deta Shalsabila, Adella Sihana Sihana Siregar, Mangihut Siswanta, Siswanta Siswanta, Siswanta Slamet Santoso Sri Erlinda sri marwanti Sudartoyo, Sudartoyo Sudartoyo, Sudartoyo Sugeng Pamudji sugeng pujileksono, sugeng Sugiarto Danu Sukaryono Sukaryono Sulistyani, Utami SUMIYATI SUMIYATI Supanggyo Supanggyo Supentri Suprapti Supardi Supriyadi Supriyadi Suri, Ima Surya, Naufal Arrahman Suryo Widodo Susanto, Arya Bagas Susilaningtyas Budiana Kurniawati Syahri Alhusin Syamsul Bakhri Taufik Taufik Tejaarief, Billy TRIO HANDOKO Trisnaningsih Trisnaningsih Triwahana, Triwahana Tualeka, Basa Ali umi barokah Utama, Rajendra Satriya Utami, Yugi Wahyu Pratiwi, Dinda Wahyuningsih, Asih Wati, Ratrika Wibowo, Bayu Ananto Widodo , Suryo Widowati, Vidya Widyaprasetya, Hery Wijono Wijono Winarni, Eka Ayu Tyas WIWIEN ANDRIYANTI Wuri Handayani Yani, Edy Yavina Nugrahanti Yuni Katminingsih Zandra Dwanita Widodo Zuhriyah, Aminata