George Em Karniadakis
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
Numerical Analysis×1ML×1
Frequent co-authors
Research Timeline
2026
Spectral Audit of In-Context Operator Networks
The paper introduces a Jacobian-based spectral audit to evaluate neural operators, demonstrating that standard prediction error metrics fail to capture crucial local dynamical structures and operator fidelity.
Highlighted terms show continued research focus across papers