Computational and applied mathematician
Abd'gafar Tunde TIAMIYU
I develop mathematical and computational methods for recovering hidden structure from incomplete and noisy measurements.
Postdoctoral Researcher, School of Mathematics
Jilin University, Changchun, China
Profile
Mathematics for difficult measurements
I am a postdoctoral researcher in computational and applied mathematics at Jilin University. My research combines inverse problems, regularization theory, numerical analysis, and scientific machine learning.
My work is motivated by applications in medical imaging, subsurface imaging, and engineering simulation. I study both classical variational methods and learned computational approaches, from linear models to strongly nonlinear problems.
Background and experienceResearch focus
Three connected areas
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Inverse problems and regularization
Stable recovery from indirect and noisy data, including convergence analysis, parameter identification, and constrained optimization.
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Computational imaging
Electrical impedance tomography, medical image reconstruction, seismic inversion, and subsurface inference.
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Scientific machine learning
Physics-informed methods, learned solvers, and computational techniques for PDE-constrained problems.
Selected work
Software and publications
medimg
Compressed sensing reconstruction methods for accelerated MRI and CT.
Software recordeitkit
A two-dimensional Electrical Impedance Tomography reconstruction toolkit.
Software recordA spectral conjugate gradient method for constrained nonlinear equations
Published in the Japan Journal of Industrial and Applied Mathematics, with an application to image restoration.
See all researchRecent activity
Latest updates
Released medimg v0.1.1 for compressed sensing reconstruction in MRI and CT.
Released eitkit v0.1.1, a reconstruction toolkit for Electrical Impedance Tomography.
Published new work on constrained monotone nonlinear equations in two applied mathematics journals.
Started a postdoctoral research position at Jilin University.
Collaborations and enquiries