Semantic Search

Vector retrieval over curated model cards with policy-aware ranking (demo).

Example retained for stakeholder walkthroughs — matches embeddings aligned to Mobiloitte smart grid and forecasting corpora.

Refine semantic space

Semantic match explanation

Results rank by cosine similarity against a governance-tuned embedding model, then re-ranked with utility-sector boosts for demand forecasting language, transformer architecture mentions, and documented evaluation on load curves.

GridForecastNet

94% match

Transformer architecture for short-term electricity demand forecasting with documented benchmarks on utility-style load curves.

GitHubGrowthUtility relevance 96%

LoadSense AI

91% match

Attention-based load profiling for distribution networks with seasonal and weather covariates.

Hugging FaceMatureUtility relevance 94%

TransformerGrid

88% match

Research-grade graph transformer for approximate optimal power flow under renewable uncertainty.

arXivEmergingUtility relevance 87%

DemandSense Transformer

86% match

Hierarchical transformer capturing multi-resolution demand signals for generation scheduling.

arXivGrowthUtility relevance 88%