Scholar
Youngkyu Lee
Google Scholar ID: X154AUAAAAAJ
Brown University
Computational mathematics
Parallel computation
Neural network
Machine learning
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Citations
59
H-index
5
i10-index
1
Publications
13
Co-authors
16
list available
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Publications
8 items
Spectrally Safe Neural Operator Warm-Starts for Large-Scale Newton Solvers
2026
Cited
0
NSPOD: acceleratingthe convergence ofKrylov-based iterative linearsolvers via approximated PODs
2026
Cited
0
Hybrid Iterative Solvers with Geometry-Aware Neural Preconditioners for Parametric PDEs
2025
Cited
0
A Neural-Operator Preconditioned Newton Method for Accelerated Nonlinear Solvers
2025
Cited
0
Residual-guided AI-CFD hybrid method enables stable and scalable simulations: from 2D benchmarks to 3D applications
2025
Cited
0
Leveraging Operator Learning to Accelerate Convergence of the Preconditioned Conjugate Gradient Method
2025
Cited
0
Physics-Guided Multi-Fidelity DeepONet for Data-Efficient Flow Field Prediction
2025
Cited
0
Two-level overlapping additive Schwarz preconditioner for training scientific machine learning applications
arXiv.org · 2024
Cited
3
Resume (English only)
Co-authors
16 total
George Em Karniadakis
The Charles Pitts Robinson and John Palmer Barstow Professor of Applied Mathematics and Engineering
Chang-Ock Lee
KAIST
Co-author 3
Co-author 4
Zongren Zou
Postdoc at California Institute of Technology
Eli Turkel
Professor of Mathematics, Tel Aviv University
Shanqing Liu
Division of Applied Mathematics, Brown University
Rishikesh Ranade
Senior Engineer - Physics ML, NVIDIA
