#Scientific Machine Learning

2 articles with this tag

Topology-Aware Operator Learning
AI Research

Topology-Aware Operator Learning

Topological Neural Operators (TNOs) provide a unified framework for operator learning on cell complexes, improving PDE benchmark accuracy by integrating topological structures.

21 days ago
Shodh-MoE: Unlocking Universal SciML
AI Research

Shodh-MoE: Unlocking Universal SciML

Shodh-MoE's sparse activation architecture resolves multi-physics interference in SciML, enabling universal foundation models with guaranteed physical properties.

about 2 months ago