Akwum Onwunta
Scholar

Akwum Onwunta

Google Scholar ID: l7NluJ4AAAAJ
Dept. of Industrial and Systems Engineering, Lehigh University
Uncertainty quantificationOptimization problems constrained by PDEsBayesian inverse problemsMachine Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
220
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
0
 
Contact
Emailengineering@lehigh.edu
Publications
3 items
S$^{2}$-PINN: Stochastic Separable Physics-Informed Neural Networks
2026
Cited
0
Supervised Deep Multimodal Matrix Factorization for Interpretable Brain Network Analysis
2026
Cited
0
Momentum-based minimization of the Ginzburg-Landau functional on Euclidean spaces and graphs
arXiv.org · 2024
Cited
1
Resume
Academic Achievements
  • Related News:
  • - Lehigh awarded $800K DOE grant for advanced computational materials modeling
  • - Annual Undergraduate Research Symposium returns April 12
  • - Rossin College announces new faculty hires
Research Experience
  • Assistant Professor, Industrial and Systems Engineering, Lehigh University.
Education
  • Ph.D., Applied Mathematics, Max Planck Institute & Otto von Guericke University, Magdeburg, Germany, 2016;
  • Ph.D., Economics, Justus Liebig University, Giessen, Germany, 2010;
  • Diplome d'Universite, Mathematical Models in Economics and Finance, University of Paris 1 (La Sorbonne), 2007;
  • M.Sc., Physical and Mathematical Analysis. University of Stellenbosch, South Africa, 2006;
  • B.Sc., Mathematics, Michael Okpara University of Agriculture Umudike, Nigeria, 2003.
Background
  • Research Interests: Uncertainty Quantification, Statistical Inverse Problems, Scientific Machine Learning, Optimization Under Uncertainty.
Miscellany
  • Personal website: https://skylerhallinan.com/
  • Scholarship: Google Scholar