P. D. Khanh, V. V. H. Khoa, B. S. Mordukhovich, D. B. Tran, and Nghia Van Vo. "Inexact DC algorithms in Hilbert spaces with applications to PDE-constrained optimization." arXiv:2601.06622, submitted to Applied Mathematics & Optimization, 2026.
Publications
My publications span optimization, inverse problems, nonsmooth analysis, PDE-constrained optimization, and machine learning. You can also find my articles on Google Scholar.
Preprints and Submitted Manuscripts
H.-C. Luong, Kaiqi Zhao, L. Chen, and Nghia Van Vo. "Adaptive temperature scaling for knowledge distillation via entropy-regularized supervision." Submitted, 2026.
Tran T. A. Nghia, Khoa V. H. Vu, and Nghia Van Vo. "Nonsmooth Newton methods with effective subspaces for polyhedral regularization." arXiv:2511.16514, submitted to Mathematics of Operations Research, 2025.
Journal Articles
Tran T. A. Nghia, Huy P. N., and Nghia Van Vo. "Stable recovery of regularized linear inverse problems." Inverse Problems 41, 065018. DOI: 10.1088/1361-6420/addffb, 2025.
C.-K. Doan, G.-B. Nguyen, and Nghia Van Vo. "A regularity result via fractional maximal operators for p-Laplace equations in weighted Lorentz spaces." Complex Variables and Elliptic Equations. DOI: 10.1080/17476933.2021.1897794, 2022.
T.-N. Nguyen, M.-P. Tran, C.-K. Doan, and Nghia Van Vo. "A gradient estimate related fractional maximal operators for a p-Laplace problem in Morrey spaces." Taiwanese Journal of Mathematics, advance publication, 1-21. DOI: 10.11650/tjm/210202, 2021.