AIBullisharXiv – CS AI · 9h ago7/10
🧠
ATHENA: Agentic Team for Hierarchical Evolutionary Numerical Algorithms
ATHENA is an autonomous AI framework that automates scientific computing and machine learning research by autonomously selecting mathematical approaches, generating code, and iteratively improving solutions through a contextual bandit learning process. The system achieves validation errors as low as 10^-14 and demonstrates performance surpassing traditional foundation models in solving complex multiphysics problems.