New paper: Learning-to-Learn to Guide Random Search: Derivative-Free Meta Blackbox Optimization on Manifold. Sel, B.; Al-Tawaha, A.; Ding, Y.; Jia, R.; Ji, B.; Lavaei, J.; and Jin, M. In Preprint, 2023. pdf
New paper to appear in AAAI Conference on Artificial Intelligence (AAAI): On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds. Jin, M.; Khattar, V.; Kaushik, H.; Sel, B.; and Jia, R. In AAAI Conference on Artificial Intelligence (AAAI), 2023. arvix
New paper to appear in Scientific Reports: Coskun, U.H., Sel, B. & Plaster, B. Magnetic field mapping of inaccessible regions using physics-informed neural networks. Sci Rep 12, 12858 (2022). https://doi.org/10.1038/s41598-022-15777-4