Mohammad, Rhudaina
interface evolution (multiphase) problems. free/overdetermined boundary problems. calculus of variations. partial differential equations. pattern formation and defects. cell dynamics. neural network theory and applications.
- Numerical Analysis and Scientific Computing (member)
- Optimization and Approximation (affiliate)
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Education
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PhD Mathematics 博士(理学)
Kanazawa University (金沢大学), JapanDissertation: Numerical Analysis of Multiphase Curvature-driven Interface Evolution with Volume Constraint (体積保存条件を満たす複数の界面の曲率による運動の数理解析)
Adviser: Dr. Karel Švadlenka -
MS Mathematics
University of the Philippines DilimanThesis: Amrein-Berthier’s Uncertainty Principle
Adviser: Dr. Noli N. Reyes -
BS Mathematics, Cum laude
Western Mindanao State University -
Professional Education Course, LPT (Licensed Professional Teacher)
Western Mindanao State University
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PhD Mathematics 博士(理学)
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Postdoctoral Fellowships
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Kyoto University (京都大学), Japan (JSPS Postdoctoral Fellowship for Research)
Supervisor: Dr. Karel Švadlenka (2018-2020)
Project: Theory and Applications of Anisotropic Interfacial Network Evolution (https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-18F18016) See publication: https://www.nature.com/articles/s42003-022-03174-6
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Kyoto University (京都大学), Japan (JSPS Postdoctoral Fellowship for Research)
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Research
My main interest is interface evolution (multiphase) problems and calculus of variations, but I am also open to any interesting problems in numerical analysis and scientific computing (theory and/or applications) — not limited to my research interests. Feel free to contact me for possible thesis topics and/or collaboration.
“I like crossing the imaginary boundaries people set up between different fields — it’s very refreshing. There are lots of tools, and you don’t know which one would work. It’s about being optimistic and trying to connect things.”
Maryam Mirzakhani, 2014 Fields Medalist
MENTORING
Current PhD Students
- Margaret Esther C. Cruz, PhD Data Science, co-adviser: Dr. Renier Mendoza
- Jeffer Dave Cagubcob, PhD Mathematics
Current MS Students
- Jose Aries B. De Los Santos, MS Applied Mathematics (Optimization and Approximation Track), Thesis: “Perturbed Accelerated Gradient Method with Adaptive Learning Rate (PAGMA)”, December 16, 2024, co-adviser: Dr. Renier Mendoza
- Conie Q. Janul, MS Applied Mathematics (Optimization and Approximation Track), Thesis: “Modeling and Optimal Control of Pestalotiopsis Leaf Fall Disease in Basilan Rubber Plantation“, co-adviser: Dr. Aurelio de los Reyes V
- Rito Joseph F. Dominado, MS Applied Mathematics (Mathematics in Life and Physical Sciences Track), co-adviser: Dr. Bryan Hernandez
- Gwhyneth De Guzman, MS Applied Mathematics (Optimization and Approximation Track), co-adviser: Dr. Arrianne Crystal Velasco
- A C Bernadette M. Ducusin, MS Applied Mathematics (Mathematics of Finance Track), co-adviser: Dr. Rachelle Sambayan
- Lem Nathan C. Ereña, MS Applied Mathematics (Numerical Analysis of Differential Equations Track)
- Russell Fitzgerald Santos, MS Applied Mathematics (Mathematics in Life and Physical Sciences Track), co-adviser: Dr. Rachelle Sambayan
Current DOST-CIP Fellow
- Marian T. Cantal, MS Graduate Fellow in Applied Mathematics
Current Undergraduate Students
- Maxine T. Darvin, BS Mathematics
- Ronmykel Angelo M. Paglinawan, BS Mathematics, co-adviser: Dr. Gervy Marie Angeles
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Former Graduate Students
- Marian T. Cantal, MS Applied Mathematics (Numerical Analysis of Differential Equations Track), Excellence in Graduate Studies Award, Thesis: “Serrin-type overdetermined boundary problem via level set method“, June 27, 2023
- Ken Matthew C. Oliva, MS Applied Mathematics (Optimization and Approximation Track), Thesis: “Numerical simulation of the 2020 Taal volcanic ash dispersion“, June 23, 2023, co-advisers: Dr. Arrianne Crystal Velasco, Dr. Renier Mendoza
- Kurt Izak M. Cabanilla, MS Applied Mathematics (Optimization and Approximation Track), Excellence in Graduate Studies Award, Thesis: “Approximation spaces of deep neural networks with ReLU powers“, January 11, 2023, co-adviser: Dr. Jose Ernie Lope
- Paul Gabriel E. Lerona, MS Chemical Engineering, Thesis: “Simulation of solidification of titanium-base binary alloy using phase-field modeling“, January 10, 2023, co-adviser: Dr. Bryan G. Alamani (UP Department of Chemical Engineering)
Former Undergraduate Students
- Lem Nathan C. Ereña, BS Mathematics, Thesis: “Markov Chain Monte Carlo Approximation of Volume-preserving Mean Curvature Flow and Its Application to Cell Sorting“, May 20, 2024
- Vince Patrick L. Roque, BS Mathematics, Thesis: “Solving Ordinary Differential Equations: An Artificial Neural Network Approach“, July 2023
- Rachel Noelle D. Carrido, BS Mathematics, Magna Cum Laude, Thesis: “A Total Variation Approach to Image Inpainting“, August 2022
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Teaching
Current Courses:
- Math 271.1 : Numerical Analysis I
- Math 209.1 : Selected Topics in Applied Mathematics
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Previous Courses Taught (UP Diliman):
- Math 227 : Calculus of Variations
- Math 271.1 : Numerical Analysis I
- Math 296 : Graduate Seminar
- Math 122 : Differential Equations and Applications
- Math 171 : Introduction to Numerical Analysis
- Math 21 : Elementary Analysis I
- DS 297 : Advanced Mathematical Methods in Data Science
Extension Work
- Resource Person, Linear Systems and Applications: A Hands-on Python Workshop (https://csrc.science.upd.edu.ph/index.php/2024/04/12/linear-systems-and-applications-a-hands-on-python-workshop)
- Co-organizer, SEAMS School Manila 2023: Scientific Computing for Differential Equations and Applications (https://math.upd.edu.ph/seamsschoolmanila2023/)
- Co-organizer, UP World Experts Lecture Series 2023: Interface Evolution Problems (https://math.upd.edu.ph/wels2023/)
- Co-organizer, KU-UPD Joint Seminar on Numerical Analysis and Scientific Computing (https://sites.google.com/view/kuupd1/)
- Member, Local Organizing Committee, SEAMS School Manila 2022: Modern Trends in Signal and Data Processing (https://math.upd.edu.ph/seamsschoolmanila2022/)
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Publications
A list of some notable publications:
- K.I. Cabanilla, R. Mohammad, and J.E. Lope (2024). Neural Networks with ReLU Powers Need Less Depth. Neural Networks 172, 106073. doi: 10.1016/j.neunet.2023.12.027
- R. Mohammad, H. Murakawa, K. Švadlenka, and H. Togashi (2022). A numerical algorithm for modeling cellular rearrangements in tissue morphogenesis. Communications Biology 5 (1), 239. https://www.nature.com/articles/s42003-022-03174-6
- N. Shofianah, K. Švadlenka, and R. Mohammad (2017). Numerical method for the simulation of contact angle dynamics. AIP Conference Proceedings: International Conference and Workshop on Mathematical Analysis and Its Applications (ICWOMAA 2017), vol. 1913.
- R. Mohammad and K. Švadlenka (2015). Multiphase volume-preserving interface motions via localized signed distance vector scheme. Discrete and Continuous Dynamical Systems – S 8 (5), 969–988. doi: 10.3934/dcdss.2015.8.969.
- N. Shofianah, R. Mohammad, and K. Švadlenka (2015). Simulation of triple junction motion with arbitrary surface tensions. IAENG International Journal of Applied Mathematics 45 (3), 235–244.
- R. Mohammad and K. Švadlenka (2014). On a penalization method for an evolutionary free boundary problem with volume constraint. Advances in Mathematical Sciences and Applications 24 (1), 85–101. https://mcm-www.jwu.ac.jp/~aikit/AMSA/current.html#fh5co-tab-feature-vertical11.
- R. Mohammad and N. N. Reyes (2010). Strong annihilation of some closed Hilbert subspaces. Mindanawan Journal of Mathematics vol. 1, pp. 85–94.
For other publications, visit:
- ORCID: https://orcid.org/0000-0002-9803-4350
- Google Scholar: https://scholar.google.com/citations?user=mnlCvv4AAAAJ&hl=en&authuser=1
- Researchgate: https://www.researchgate.net/profile/Rhudaina_Mohammad
- GitHub: https://github.com/rhudaina