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Mutoharoh, Mutoharoh
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Journal : Current STEAM and Education Research

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Simulation of Bacterial Population Distribution Using Reaction-Diffusion Equation Mubarok, Syahrul; Alam, Muhammad Yusri Ansyah; Gustian, Muhammad Habibul; Manurung, Jonatan Arialdo; Rasyidin, Ikhsan; Mutoharoh, Mutoharoh
Current STEAM and Education Research Vol. 2 No. 2 (2024): Current STEAM and Education Research, Volume 2 Issue 2, August 2024
Publisher : MJI Publisher by PT Mitra Jurnal Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58797/cser.020204

Abstract

The distribution of bacterial populations in an environment is influenced by various factors, including the use of antibiotics and environmental conditions that affect the diffusion process. Diffusion is the movement of particles from a high-concentration environment to a low-concentration environment. The diffusion process is essential in the human body system, such as the diffusion of oxygen and carbon dioxide in the respiratory system and the diffusion of Ca in the synapse. This research uses a research method in the form of a simulation method. This method is carried out by designing a simulation program for spreading bacteria in a container with the Python programming language with the application of Partial Differential Equations. The PDE used in this research and observation is from the diffusion reaction function. This mathematical equation is used to predict the movement of bacteria in the available containers in this simulation method research. The animation of the distribution of bacteria in a container shows how fast the bacteria experience a diffusion reaction. The purple color on the screen shows the empty container and the yellow color is the bacteria starting from the highest to the lowest concentration. then there is the anti-bacterial soap factor, which is one drop denoted by a red line. From that, we can conclude that the larger the space, the faster the spread of bacteria. This study successfully developed a bacterial population distribution model using the reaction-diffusion equation and visualized the results with Matplotlib in Python. The application of this method allows us to solve the reaction-diffusion equation numerically and understand the pattern of bacterial spread under various environmental conditions. This study presents an educational simulation designed to enhance understanding of bacterial population dynamics through reaction-diffusion equations. The simulation effectively demonstrates key concepts in bacterial population distribution, providing valuable insights for educators. Visualization of the simulation results shows that Matplotlib effectively provides a clear and informative graphical representation of complex biological phenomena.
Co-Authors A. Handjoko Permana Achmad Hufad Adzkiatunnissa, Fathia Agus Setyo Budi Agustina, Minarti Ahyuroh, Ahyuroh Aisyah, Gisella Aisyah, ⁠Siti Nurul Alam, Muhammad Yusri Ansyah Amada, Early Amsanah, Amsanah Andayani, Sakti Andhini, Desti Tri Anisa Anisa Aryanto, Aldo Asep Mulyana ASFAR, ANDI HASRYNINGSIH Asqoliyah, Asqoliyah Aulia, Rifdah Bayi Tabrani, Mohamad Dayurni, Popy Devi Permatasari Dewi Muliyati Edi Junaedi Eli Apud Saepudin Elinawati, Elinawati Euis Rusmalina Fachrunnisa, Olivia Fatimah, Endang Fatmawati, Ifat Fauzi Bakri Fauzia, Riza Febriyanto, Muhammad Jubran Fitriyah Fitriyah Fuad Abdul Baqi Fuadah, Hanis Gustian, Muhammad Habibul Hadijah Hadijah Hanifah, Jihan Haorah, Haorah Hasinah, Iin Hayati, Witoh Hernansa, Tubagus Ardhana Hidayat, Amat Idayu, Riyanthi Imam Muttaqin, Imam Inayatul Kania, Bunga Indarti, Maria Goretti Kentris Inten Risna IRMA YULIANTINA, IRMA Islahiyah, Islahiyah Isti Rusdiyani, Isti Jaka Wijaya Kusuma Jalaludin, Muhammad Junedi, Beni Ken Sudarti Khodanah, Khodanah Kurniawan, Rendi Luluk Muhimatul Ifada M, M. Rizki Diva Ma'arif, Muhamad Syamsul Mahdiyah Mahdiyah, Mahdiyah Mahendra, M. Rizki Diva Mahfudah, Siti Nazihah Maliki, Budi Ilham Mamay Komarudin Manalu, Diana Niati Manurung, Jonatan Arialdo Mariyah, Iim Masruroh MASRUROH Maya Indriastuti Meiby Zulfikar Mu'minah, Mu'minah Mubarok, Syahrul Mulyawan, Galuh Munawaroh Munawaroh Mutaqin, Moh Fikri Tanzil Mu`awwanah, Uyu Nadifah, Robiatun Najihah, Naila Nasikhah, Roudlotun Novelia Cahyani, Rosi Nugroho, Stephanus Veri Nur Hikmah Nuraida, Putri Nursita, Dwi Indah Pahrul, Yolanda Pertiwi, Yurisma Pratama, M Arieza Primasari, Nandia Putra, Ryan Pratiwa R, Gustama Wibawa Rachman, Gustama Wibawa Rahayu Prihartini, Ade Rahmatullah, Asep Ramadhan, Yahya Rasyidin, Ikhsan Ratu Yustika Rini Rinda, Rinda Rivanty, Delia Rumdanah, Rumdanah Rusmalina, Euis Sabrina, Putri Marsha Safiah, Safiah Sari, Mela Pebriana Sari, Ni Larasati Kartika Sari, Ossie Happina Sariwardani, Andriani Sayyidati, Sayyidati Setiawati Setiawati SITI RACHMAWATI Siti Sofiah Subroto, Desty Endrawati Suhdiyah, Dede Suhita, Delpima Sulastri Sulastri Sulkhah, Sulkhah Sunarti, Teti Supriyani, Yuyun Syarah, A Theresia Panjaitan, Hanna Triyastati, Satriyah Uli Wildan Nuryanto Umalihayati Umalihayati Utomo, Oqi Trimilanda Vina Karina Putri Wahyu Widodo Wibowo, Tito Parta Wiga Ariani Wulandari Fitriani Yasti, Arfa Hanania Yuli Rohmiyati Yunitasari, Rahayu Zainal Alim Adiwijaya, Zainal Alim