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A Hybrid CNN-SVR for Airfoil Aerodynamic Coefficient Prediction Sunarno, Sunarno; Arymurthy, Aniati Murni
Jurnal Ilmiah Teknik Elektro Komputer dan Informatika Vol. 10 No. 2 (2024): June
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26555/jiteki.v10i2.28890

Abstract

The prediction of aerodynamic coefficients on airfoils using machine learning is increasingly popular due to its efficiency in time and cost. Research typically focuses on a single image type without comparing various types and output quantities (single or multi-output). Although convolutional neural networks (CNN) are widely used, their final layer is often suboptimal as a linear operator, and feature extraction results contain many parameters that can still be trained. Support vector regression (SVR) with kernel functions effectively reduces common errors in feature vectors. We propose a hybrid method, AeroCNNSVR, combining CNN as a feature extractor and SVR as a regressor to predict aerodynamic coefficients on airfoils. This study focuses on the shape and position of airfoils according to the angle of attack (AoA) without considering flow conditions. Using 14533 aerodynamic coefficients from 563 airfoil types, we created a dataset of grayscale and RGB airfoil images. Results show the proposed method with grayscale images performs better because combining SVR strengthens the predictive model, while grayscale images accurately represent the airfoil's shape and position. AeroCNNSVR achieves lower RMSE values for Cl (0.101522), Cd (0.016450), and Cm (0.129661) compared to the CNN model’s Cl (0.112493), Cd (0.019060), and Cm (0.130041). Additionally, AeroCNNSVR's R² values for Cl (0.976071), Cd (0.928700), and Cm (0.860574) surpass those of the CNN model (Cl 0.970620, Cd 0.904282, Cm 0.816355). This research contributes by 1) proposing an alternative besides CFD for predicting and identifying trends in aerodynamic coefficients of airfoils in a much shorter time during the design stage; 2) offering wind tunnel practitioners for early detection of configuration errors; 3) providing an overview of the aerodynamic characteristics of the airfoil under test, including the angle at which stall conditions occur.
Pemberdayaan Masyarakat dalam Implementasi Kegiatan Perencanaan Gapura untuk Meningkatkan Citra Visual Kampung Dayak di Balikpapan Utara Kahandanie, Ferdy; Mahfud, Mahfud; Wibawaning , Sara; Sunarno, Sunarno; Damayanti, Lilik
PUNDIMAS: Publikasi Kegiatan Abdimas Vol 3 No 1 (2024): PUNDIMAS: Publikasi Kegiatan Abdimas
Publisher : Neolectura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37010/pnd.v3i1.1472

Abstract

 Kegiatan ini dilaksanakan untuk melakukan pendampingan kegiatan perencanaan Gapura Rumah lamin Dayak dalam  membantu meninggkatkan citra visual bagi masyarakat kampung dayak, Kecamatan Balikpapan Utara, Kota Balikapapan. fasilitas umum berupa Gapura yang didesain vernakular yaitu mencerminkan lokal dan konstektual di lingkungannya. Dengan desain yang baik secara arsitektural, diharapkan mampu menampilkan tradisi lokal dan akan dapat menumbuhkan kembangkan kegiatan Pariwisata nantinya. Pelaksanaan kegiatan ini dilakukan dalam beberapa tahapan, yaitu studi lapangan proses desain grafis dan visualisasi. Survei lapangan digunakan untuk mengumpulkan data situs, seperti mengukur luas situs dan menganalisis kondisi yang ada. Hasil pengukuran tersebut menjadi awal dari proses perencanaan dasar, yang kemudian berlanjut ke desain ruang pertemuan berupa visualisasi dan perhitungan struktur bangunan.. Hasil dari pelaksanaan kegiatan ini adalah : (1) telah diperbantukan dalam proses perencanaan desain Lamin, Kecamatan Balikpapan Utara, Kota Balikpapan; (2) penyusunan rencana anggaran biaya pelaksanaan pembangunan lamin dan perhitungan struktur bangunan Lamin; (3) dari hasil perencanaan ini akan ditindaklanjuti sebagai Artikel koran daerah yaitu desain Lamin yang kontekstual dengan lingkungannya.
Struktur Mikroanatomi Duodenum Puyuh (Coturnix coturnix japonica) Setelah Pemberian Tepung Daun Kelor (Moringa oleifera Lam.) Dalam Pakan Umar, Ja'far; Djaelani, M Anwar; Kasiyati, Kasiyati; Sunarno, Sunarno
Al-Kauniyah: Jurnal Biologi Vol. 17 No. 2 (2024): AL-KAUNIYAH JURNAL BIOLOGI
Publisher : Department of Biology, Faculty of Science and Technology, Syarif Hidayatullah State Islami

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15408/kauniyah.v17i2.31493

Abstract

AbstrakKelor merupakan tanaman tropis yang kaya fitonutrien dan senyawa bioaktif. Kandungan pada daun kelor mampu mendukung proses pencernaan, absorpsi, metabolisme, dan produktivitas unggas. Pemberian tepung daun kelor dalam pakan dengan konsentrasi yang tepat dapat mengefektifkan proses pencernaan dan absorpsi nutrien dengan memperbaiki struktur mikroanatomi duodenum puyuh. Penelitian ini bertujuan menganalisis pemberian tepung daun kelor dalam pakan terhadap diameter lumen, tinggi vili, lebar vili, dan tebal muskular duodenum puyuh. Desain penelitian menggunakan RAL dengan 5 perlakuan dan 3 kali ulangan. Perlakuan konsentrasi pemberian tepung daun kelor dalam pakan meliputi 0, 2,5; 5; 7,5, dan 10%. Preparat histologi dibuat melalui metode parafin dengan pewarnaan Hematoksilin-Eosin (HE). Parameter yang diamati meliputi diameter lumen, tinggi vili, lebar vili, dan tebal lapisan muskular duodenum. Data dianalisis menggunakan ANOVA dilanjutkan dengan uji Duncan menggunakan program SPSS. Hasil penelitian menunjukkan bahwa tepung daun kelor dalam pakan berpengaruh tidak nyata  (P >0,05) terhadap diameter lumen, tinggi vili, dan lebar vili, namun berpengaruh nyata (P <0,05) terhadap tebal lapisan muskular pada duodenum puyuh.  Simpulan dari penelitian ini bahwa pemberian tepung daun kelor dalam pakan tidak berpotensi mengubah mikroanatomi duodenum puyuh sehingga dapat dimanfaatkan sebagai aditif pakan. Namun, pemberian tepung daun kelor dalam pakan berpotensi dalam meningkatkan ketebalan lapisan muskular duodenum puyuh.AbstractMoringa is a tropical plant rich in phytonutrients and bioactive compounds. The content in moringa leaves can support the process of digestion, absorption, metabolism, and productivity of poultry. Giving moringa leaf meal in feed with the right concentration can streamline the digestive process, and nutrient absorption by improving the microanatomical structure of the quail duodenum. This study aims to analyze the provision of moringa leaf flour in feed on the diameter of the lumen, villi height, villi width and muscular thickness of the quail duodenum. The research design used RAL with 5 treatments and 3 replications. The treatment concentration of moringa leaf meal in feed included 0; 2.5; 5; 7.5, and 10%. Histology preparations were made through paraffin method with Hematoxylin-Eosin (HE) staining. Parameters observed included lumen diameter, villi height, villi width, and duodenal muscular layer thickness. Data were analyzed using ANOVA followed by Duncan's test using the SPSS program. The results showed that moringa leaf meal in feed had no significant effect (P >0.05) on lumen diameter, villus height and villus width, but had a significant effect (P <0.05) on the thickness of the muscular layer in the duodenum of quail. The conclusion of this study is that the provision of moringa leaf meal in feed does not have the potential to change the microanatomy of the quail duodenum so that it can be utilized as a feed additive. However, the provision of moringa leaf meal in feed has the potential to increase the thickness of the muscular layer of the quail duodenum. 
Carcass Weight and Skeletal Muscle Microscopic Structure of Red Nile Tilapia (Oreochromis niloticus) in The Different Aeration and Filtration Djaelani, Muhammad Anwar; Fathurika, Kusuma Alya; Kasiyati, Kasiyati; Sunarno, Sunarno
Al-Kauniyah: Jurnal Biologi Vol. 17 No. 2 (2024): AL-KAUNIYAH JURNAL BIOLOGI
Publisher : Department of Biology, Faculty of Science and Technology, Syarif Hidayatullah State Islami

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15408/kauniyah.v17i2.31948

Abstract

AbstractRed tilapia (Oreochromis niloticus) is a freshwater fish that widely liked by Indonesian people. Keeping fish with good water quality will increase productivity. The aim of this research was to determine the effect of adding aeration and using filters on carcass weight, muscle fiber diameter and number of muscle fibers in red tilapia. This research used 24 red tilapia fish with an initial body weight of around 7 g. Divided into 4 groups, namely the maintenance group using one aerator without a filter (ANF), the maintenance group using two aerators without a filter (AANF), the maintenance group using one aerator and using a filter (AF) and the maintenance group using two aerators and using a filter (AAF). The results showed that rearing red tilapia fish in the group rearing two aerators and using a filter had a significant effect (P <0.05) on carcass weight, muscle fiber diameter, and number of muscle fibers. Observation of the muscle histology structure showed that there was no damage to the muscle histology structure. The conclusion of this research indicate that additional aerator equipped with filters will supports the growth of red tilapia fish.AbstrakIkan nila merah (Oreochromis niloticus) merupakan ikan yang banyak disukai masyarakat Indonesia. Pemeliharaan ikan dengan kualitas air yang baik akan memberikan peningkatan produktivitas. Tujuan penelitian ini adalah mengetahui pengaruh penambahan aerasi dan penggunaan filter terhadap bobot karkas, diameter serabut otot serta jumlah serabut otot pada ikan nila merah. Penelitian ini menggunakan 24 ekor ikan nila merah dengan bobot badan awal berkisar 7 g. Dibagi menjadi 4 kelompok, yaitu kelompok pemeliharaan menggunakan satu aerator tanpa filter (ANF), kelompok pemeliharaan menggunakan dua aerator tanpa filter (AANF), kelompok pemeliharaan menggunakan satu aerator dan menggunakan filter (AF) serta kelompok pemeliharaan menggunakan dua aerator dan menggunakan filter (AAF). Hasil menunjukkan pemeliharaan ikan nila merah pada kelompok pemeliharaan dua aerator dan menggunakan filter berpengaruh nyata (P <0,05) terhadap bobot karkas, diameter serabut otot, dan jumlah serabut otot. Pada pengamatan struktur histologi otot menunjukkan tidak adanya kerusakan struktur histologi otot. Kesimpulan penelitian ini penambahan aerator dilengkapi filter mendukung pertumbuhan ikan nila merah.
Leukocyte Profile of Broiler Chickens (Gallus domesticus) After Consumption of Feed With Spirulina (Spirulina sp.) Feed Additives and Liquid Nano Chitosan Gunawan, Rida Arwanda; Sunarno, Sunarno; Djaelani, Muhammad Anwar; Kasiyati, Kasiyati
Al-Kauniyah: Jurnal Biologi Vol. 18 No. 2 (2025): AL-KAUNIYAH JURNAL BIOLOGI
Publisher : Department of Biology, Faculty of Science and Technology, Syarif Hidayatullah State Islami

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15408/kauniyah.v18i2.40513

Abstract

Broilers (Gallus domesticus) are prone to stress and immune suppression due to inadequate environmental conditions and feed quality. Spirulina, known for its antioxidant and immunostimulant properties, and liquid nano chitosan, which has antibacterial activity, are considered promising feed additives for broiler health. This study aimed to evaluate the effects of Spirulina flour, liquid nano chitosan, and their interaction on broiler leukocyte profiles. A factorial completely randomized design was used, with six treatment groups and four replications. Treatments included a control and diets supplemented with 0; 3; or 6% Spirulina powder, combined with 0 or 5% liquid nanochitosan. The treatments were applied for 26 days. Leukocyte observations were performed using Giemsa-stained blood smears at 400× magnification. Data were analyzed using Two-Way ANOVA (α= 0.05) and the Friedman Test. Results showed normal leukocyte morphology. Spirulina supplementation had no significant effect (P >0.05) on leukocyte, heterophil, or lymphocyte counts. In contrast, 5% liquid nano chitosan significantly affected (P <0.05) leukocyte and lymphocyte numbers. No interaction between the two additives was observed. In conclusion, Spirulina (3–6%) showed potential as a feed additive, while 5% liquid nano chitosan reduced leukocyte and lymphocyte counts. These natural additives may support broiler health without altering leukocyte profiles.
Developing Pesantren Educator Resources through Optimizing the Learning Organization Ma`arif, Muhammad Anas; Mumtahana, Lusia; Sunarno, Sunarno; Mansyuri, Arif; Nasith, Ali
Nazhruna: Jurnal Pendidikan Islam Vol 6 No 3 (2023): Transformative Islamic Education in Pesantren and Madrasah
Publisher : Universitas Pesantren Kh Abdul Chalim Mojokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31538/nzh.v6i3.4415

Abstract

This article aims to describe the application of the Learning Organization in developing the competence of teacher educator resources in pesantren. This research has been conducted at Amanatul Ummah Islamic Boarding School (Madrasah Bertaraf Internasional). The research that has been used is qualitative with a case study approach. The data collection techniques use interviews with informants, namely, the head of the MBI coordinator, teachers, and some students. Observation involves past participant observation, and documentation includes reviewing data related to professional development carried out by teachers. The findings of this study are as follows: strict recruitment of education personnel who are under the pesantren's national insight and affiliated with Aswaja NU, strengthening the pesantren organizational culture through leadership training via administrative activities, and teachers conducting scientific integration, combining the Egyptian Al Azhar curriculum with the national curriculum. Teachers' professional development must be supported by pesantren, which provides more compensation and discipline in carrying out teachers' duties.
Enhancing Teacher Performance Through Millennial Teacher Characteristics, Work Culture, and Person-Job Fit Mediated by Employee Engagement Rachman, Azhariah; Sunarno, Sunarno; Saputra, Nanda; Judijanto, Loso; Nurhidin, Edi; Zamroni, M Afif
Nazhruna: Jurnal Pendidikan Islam Vol 7 No 2 (2024): Transformative Islamic Education in Pesantren and Madrasah
Publisher : Universitas Pesantren Kh Abdul Chalim Mojokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31538/nzh.v7i2.4636

Abstract

Teachers are the key to the success of a nation in improving the quality of life of its people in the future. This research aims to find research gaps with previous research which makes four main points to be used as questions in this research, namely 1. Analyzing the characteristics of millennial employees, work culture, and personal job fit towards lecturer competence. 2. Analyzing millennial employees, work culture, and personal job fit on lecturer performance 3. Analyzing lecturer competency on lecturer performance 4. Analyzing the extent to which the role of lecturer competence mediates the characteristics of millennial employees, work culture, and personal job fit on lecturer performance. This research method uses quantitative research with an explanatory research approach. The number of samples in this study was 105 selected using the census method. To test the hypothesis in this study, structural equation model analysis techniques were used. The results of this research show that the findings show that efforts to increase Employee Engagement through millennial employee characteristics, work culture, and personal job Fit have the potential to make a positive contribution to improving employee performance. The following recommendations are for teachers to increase employee engagement, so teachers need to be focused and stimulated to encourage teachers to be more innovative in their work so they can improve teacher performance and for future researchers to evaluate the variables of this research on different populations and increase the population size.
Psikologi positif melalui Kitab Al-Hikam karya Syaikh Ibn ‘Atha’illah As-Sakandari Novi Wahyu, Winastuti; Sunarno, Sunarno
JURNAL SPIRITS Vol 13 No 1 (2022): November 2022
Publisher : Universitas Sarjanawiyata Tamansiswa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30738/spirits.v13i1.14442

Abstract

Tujuan dari penelitian adalah untuk menemukan tema-tema psikologi positif dalam Kitab Al-Hikam dan penerapannya dalam kehidupan sehari-hari kepada para Mahasiswa Prodi Psikologi Islam IAIN Kediri yang tinggal di Ma’had Darul Hikmah IAIN Kediri. Metode penelitian dengan pendekatan kualitatif dan menggunakan model fenomenologi. Pengumpulan data dilakukan dengan focus group discussion secara online melalui zoom meeting dan video call kepada 8 mahasiswa Prodi Psikologi IAIN Kediri yang tinggal di Ma’had Darul Hikmah IAIN Kediri. Hasil penelitian ini adalah: Pertama, tema-tema psikologi positif yang muncul dalam Kitab Al-Hikam yaitu harapan, syukur, kontrol diri, cinta belajar, rasionalitas, semangat, hati-hati, keimanan, ikhlas, sabar, ridha, dan rendah hati. Kedua, penerapan dalam kehidupan sehari-hari yaitu lebih bisa mengendalikan diri, lebih baik dalam memberikan penilaian kepada orang lain, mendahulukan prioritas dan tidak egois, berbuat baik untuk mendapatkan ridha Allah, lebih percaya diri dalam pengembangan diri, sabar dan semangat mencintai kehidupan, dan lebih bisa mengendalikan diri. Penelitian psikologi positif melalui Kitab Al-Hikam karya Syaikh Ibn Atho’illah as-Sakandari dengan pendekatan fenomenologi ini menunjukkan bahwa tema-tema psikologi positif yang muncul tidak hanya berpusat kepada individu, sosial, dan komunitas, tetapi memusat kepada Allah SWT.
Psychological exploration of Gamelan musicians Sunarno, Sunarno; Sujay Kanthal
JURNAL SPIRITS Vol 15 No 1 (2024): Volume 15 no 1 , November 2024
Publisher : Universitas Sarjanawiyata Tamansiswa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30738/spirits.v15i1.18381

Abstract

Abstrak Tujuan penelitian ini adalah untuk memberikan gambaran nilai-nilai budaya pada gamelan sebagai harapan perilaku yang muncul bagi para penabuh gamelan. Penelitian ini menggunakan metode kualitatif dengan pendekatan fenomenologi dan melakukan observasi partisipan. Informan dalam penelitian ini adalah tiga pengrawit di Kediri yaitu Ki Hardjito sebagai pelatih sekaligus pemimpin di Padepokan Mudo Cipto Laras, Rusyidiq sebagai pelatih dan Guru Seni di Sanggar Gumilang SMP Negeri 8 Kota Kediri, dan Andi Rahmat sebagai pengrawit sekaligus Pengurus Dewan Kebudayaan Daerah Kota Kediri. Observasi partisipan dilakukan peneliti dengan mengamati secara langsung latihan rutin karawitan di Padepokan Mudo Cipto Laras dan di Sanggar Gumilang SMP Negeri 8 Kota Kediri. Pengumpulan data dilakukan dengan wawancara, observasi partisipan, dan dokumentasi. Data dianalisis dengan menggunakan analisis tema. Adapun hasil penelitian meliputi pengertian Gamelan Ageng dan beberapa nilai gamelan yang sekaligus harapan perilaku pada penabuh. Gamelan Ageng adalah seperangkat instrumen gamelan lengkap yaitu Gong, Kendang, Kenong, Bonang, Saron, Demung, Peking, Gender, Slenthem, Rebab, dan Gambang. Sedangkan nilai-nilai yang sekaligus menjadi harapan perilaku pada para penabuh adalah nilai dialog, nilai toleransi, nilai kebersamaan, dan nilai spiritualitas. Kata Kunci : Musik, Gamelan, Psikologi Indigenous
Upaya Peningkatan Karakter Kreatif Melalui Media Poserlok Di Kelas XC SMAN 5 Kota Madiun Sunarno, Sunarno; Hartono, Yudi; Nurkholifah, Siti
Prosiding Vol 6 (2024): SNISTEK
Publisher : LPPM Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Creative is one of the dimensions in the profile of Pancasila students. Students who are creative are able to adapt and create something different, meaningful, useful, and have a positive impact. The creative dimension has key elements, namely producing original ideas, producing original works and actions, and having the flexibility of thinking in finding alternative solutions to problems. This study aims to improve students' creative thinking skills to get to know the history or local culture in their area. Posters are generally used to attract the attention of readers of information that is to be conveyed. This study applies the Problem Based Learning learning model. This research is a Classroom Action Research (CAR) which is carried out in two cycles. Each cycle consists of the stages of planning, observation, implementation of actions, analysis, and reflection. Data collection techniques used include observation, interviews, and documentation studies. The results of the study indicate that the application of the Problem Based Learning learning model based on local cultural heritage in history subjects in class XC SMAN 5 Kota Madiun is able to improve students' creative thinking skills. The percentage obtained by students with creative thinking skills in the pre-cycle has been obtained that the increase from the pre-cycle obtained 6 (16.6%) students in the very creative category, in cycle I there was an increase to 15 (41.6%) students in the very creative category, and in cycle II there was also an increase to 29 (80.5%) students in the very creative category
Co-Authors ', Padil A. Cristina, A. Aditya Wiraswan Adriani Lestari Afifuddin, M. Aris Agus Budhie Wijatna Agus Subagio Agustin, Yuli Agustiningsih, Triana Nur Ahmad Fadli Ahmad Fadli Ahmad Faried Ahmad Syadzali Ahmad Zain Sarnoto Ain, Mohamad Isram M Aisyah Aisyah Al'farisi, Cory Dian Alfani, M Iram Alfarisi, Cory Dian Alfarizi, Cory Dian Alfatinnisa, Zalfa Alfatlian, Alfatlian Alfiandry, Muhammad Alief Rifaldi Ali Nasith Allailus Syah Safara Alltop Amri Ya Habib Altarawneh, Mohammednoor Amarila Malik Amelisa, Tika Amri, Idral Amun Amri Andriyan, Mohammad Wahyu Anggalia Wibasuri Anggaraini, AM Tri Aniati Murni Arymurthy Anwar Budiman Aretama, Lucky Barga Ari Bawono Putranto Ari Wibawa Budi Santosa Arif Mansyuri Armiati, Reni Arsha, Nabila Syahadati Arsyaningrum, Aurellia Putri Budi Arzakina, Silfia Asiyah, Tahsya Assylzhan, Mazhibayev Aulia Permatasari Auliaurrahman, Ahmad Feri Azhariah Rachman Bambang Jati Kusuma, Bambang Jati Barus, Surya Danta Alberto Budi Setiyanto Budiwardani, Dwinanda Cahya Setya Utama Catur Yuda Pujiani Chairul Chairul Christian, Michael Darmiyati Darmiyati, Siti Darsono, Teguh Denny Hardiyanto Desi Heltina Desy Armalina Dewantara, Dede Dewi, Wahyu Narulita Djaelani, M Anwar Djati Mardiatno Djati, Astrid Laksmita Djuniadi Djuniadi Dumingan, Alvian Dunggio, Maryam Dwi Hartanti, Monica Dwi Joko Suroso Dwi Wahyu Arifudiin Najib Dyah Tasya Edi Nurhidin Eko Haryono Eko Retno Indriyarti Endah Puji Astuti, Endah Puji Endang Sulistyowati Fabryza, Dhina Fadillatul Nisa Fakih, Zainun Kamaludin Fanani, Ahmad Aziz Faridah Faridah Faridah Faridah Fariq, Aiman Fathi Hidayah, Fathi Fathurika, Kusuma Alya Fauzi, Adnan Fauzul Muna Fernando, Rio Agustian Gilang Fitriana Fitriana Fri Murdiya, Fri Gautam, Deepak Gozali, Gozali Gunawan Wibisono Gunawan, Rida Arwanda Halim, Musa Abdul Haliwela, Nancy Silvana Haris Supratno Havid Viqri Muhammad Redha, Havid Viqri Muhammad Heri Sutanto Hermin Werdiningsih Herti Prastitasari Heru Hendrayana Hidayat, Khairul Huda, Fathul Huwaidah Husna, Fathiyah I Wayan Mustika Ida Zahrina Idris, Haziq Idwar, Agus Ihsana, Lily Kamalia Indriyanto, Erwin Irma Damayanti Isa Akhlis Isnaini, Muhammad Dody Itsnaini, Hafizh Jaya, La Ode Irman Jiang, Zhong Tao Joko Prihartono Judijanto, Loso Jumadi Jumadi Jumbri, Khairulazhar Kadhung Prayoga, Kadhung Kahandanie, Ferdy Kambang Sariadji Kamila, Syabina Karmila Achmad Kasiyati Kasiati Kasiyati Kasiyati Khairunnisa, Nurul Fathia Khan, Omar Khasanah, Miftakul Khifdillah, Fadlan Wakhid Koentjoro Koentjoro Kristanto, Rachellita Elizania Kurniawan Teguh Martono Kusdar, Kusdar Kustopo Budiraharjo Kusuma, Alexius Adrian Beatle Laisa Husraini Langlang Handayani Lestari Lestari Lestari, Fiya Auliya Lienggonegoro, Lisa Andriani Lilik Damayanti, Lilik M. Ain, Mohammad Isram M. Anggri Setiawan M. Iman Santoso Mahfud Mahfud Mahmuddin Mahmuddin Mariatul Kiptiah Masturi Masturi Masum, Ahmad Maulana, Haydnn Caesha Maura, Maisya Sifana Mawaddah Mawaddah, Mawaddah Ma’rifah, Siti Memory Motivanisman Waruwu Miran, Hussein A. Muhammad Anas Ma`arif, Muhammad Anas Muhammad Anwar Djaelani Muhammad Anwar Djaelani Muhammad Ridwan Muhammad, Sulthan Aghni Muhyidin, Muhammad Mulalinda, Stella Mulyantana, Anang Mumtahana, Lusia Mutamima, Anisa N. Istiana, N. N. Nazaruddin Nadhifah, Anisa Nazarudin Nelly Puspandari Noverina, Rachmawati Novi Wahyu, Winastuti Nur Handyka, Muhammad Ammar nuradi, nuradi Nurfatihayati Nurizka Ayu Setiani Nursabrina, Azra Batrisyia Oktavia, Anik Oktaviani oktaviani P. Dwijananti Panarat Cherntanomwong Pangestu, Iklas Adi Panjaitan, Novaria Sari Dewi Pradieva, Christenta Tirta Pratama, Thomas Oka Pratiwi Dwijananti Purnama, Indra Purwaningtyas, Yoggi Ramadhani Purwodirekso, Muhajir Putranto, Christophorus Arga Putri, Nabila Rakha Putri, Ratih Rinendya Putri, Rofiatul Adawiyah Rachmadya Nur Hidayah Rachmawan Budiarto Rahayu, Enik Rahmah, Sinta Aulia Rahman Yasin, Rahman Rahman, Amni Zakarsyi Rahman, M Mahbubur Rahman, M. Mahbubur Rahmania, Mar'atush Shalehah Rahmat Wicakso, Doni Ratih Rinendyaputri Reni Yenti, Silvia Retno Khimantoro Reynato Wijaya Saputra Risanuri Hidayat Rivetra, Amelia Hayu Riyadi, Adhitya Yoga Pradana Rizki Agustina Rizki, Femas Arianda Rohmad Rohmad, Rohmad Rohman, Jihadul Hanif Fadlur Rony Wijanarko Rony Wijaya Rudy Juandi Goeltoem Rusadi, Alya Fakhirah Sa'diyyah, Hilma Khalimatus Sagena, Unggul Salsabila, Alifa Sauda Salsabila, Safira Septiandika Samudra, Dicko Alyandri Santoso Santoso Saputra, Aditya Lutfian Saputra, Muhammad Ragil Saputra, Nanda Sara Wibawaning Respati, Sara Wibawaning Sari Dewi Panjaitan, Novaria Sari, Diah Arizki Wati Sarma, Deki Satriyo Adhy SELA SEPTIMA MARIYA Selfia, Sindy Setyaji, Yekti Silelety, Angel Silvia Reni Yenti Singgih Hawibowo Sintawati, Dwi Siringo Ringo, Lumayan Sirojudin Sirojudin Siti Muflichatun Mardiati Siti Muflichatun Mardiati Siti Nurkholifah, Siti Slamet Haryono Solikhin Solikhin Sri Isdadiyanto Sri Mulyani Sri Mulyo Bondan Respati Sri Pujiyanto Subandiyah, Heny Sudarmadji Sudarmadji Suharto Linuwih Suhendri Suhendri Sujay Kanthal Sukirman Sukirman Sulistyo Saputro Suparmi Suparmi Supratno, Haris Suriyani Tan, Suriyani Suryaningtyas, Melati Aulia Susanty, Sri Susilaningsih , Neni Sutaryani, Apit Sutono Sutono Suyanto, Jipri Syadzali, Akhmad SYAIFUL BAHRI Syarif Hidayat Tatag Yufitra Rus Tazkiyah, Tasya Telaumbanua, Yohanes Tjetjep Darmawan Totok Sulistyo Trisno, Agung Triyono Triyono Umar, Ja'far Usrek Tani Utina Utama, Hieronimus Adiyoga Nareswara Utama, Panca Setia Vanda, Shofi Salsabila Dwi Wahyuningsih, Dian Tri Wibawaning , Sara Wibawaning, Sara Wibowo, Suryo Wicaksono, Muhammad Tsaqif Widyatna, Nicolaus Evan Wisrayetti, Wisrayetti Wulandari, Revika Yang, Chun-Chen Yelmida Azis Yogi Prihandoko Yohannes Sardjono Yudi Hartono, Yudi Yuli Widyaningsih Yulia Sri Ulpah Yuni Rukminiati Yusuf, Bintang Akbar Zamroni, M Afif Zohera, Zohera Zuchra Helwani, Zuchra Zulfa, Laili Fitria Zultiniar, Zultiniar