Author

G. Doquet

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#artificial intelligence Preprint Oct 2026

SPLICE: Sparse Physics Library Identification and Compositional Expansion

Neural operator splitting composes a library of neural operators, one per physical mechanism, into zero-shot simulators of new equations. Existing approaches, however, require these mechanisms and their labels to be specified in advance. We ask whether a pretrained library can instead be adapted and grown from unlabele...

Lucas Thil, Jesse Read, G. Doquet et al. · 0 citations

#machine learning May 2026

Subspace-Decomposed JEPAs: Disentangling Progression and Content in Latent World Models

SD-JEPA is proposed, a joint-embedding predictive world model whose latent is split into a small progression subspace and a large content subspace and whose latent becomes easier to read because its latent becomes easier to read.

Lucas Thil, Jesse Read, R. Kaddah et al. · arXiv.org · 13 citations · ⚡1