Author

Juan Diego Toscano

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#machine learning May 2026

GRAFT-ATHENA: Self-Improving Agentic Teams for Autonomous Discovery and Evolutionary Numerical Algorithms

This work proposes a certified regularization for ill-posed in vivo brain-flow reconstruction, developed a spectrally convergent physics-informed architecture, and established machine-checked universal-approximation theorems for two widely used architectures.

Juan Diego Toscano, Zhao-Jie Chai, G. Karniadakis · arXiv.org · 10 citations