Repositories | Yuan Yin

Driving on Registers

Efficient foundation model adaptation with information-reconstructive input projection

Boosting generalization in parametric PDE neural solvers through adaptive conditioning

Real-world safety-critical driving scenario generation made stable

Learning a neural solver for parametric PDEs to enhance physics-informed methods

Time-series continuous modeling for imputation and forecasting

Continuous PDE dynamics forecasting with implicit neural representations

Operator learning with neural fields for PDEs on general geometries

Context-informed dynamics adaptation for generalizing to new physical systems

Learning dynamical systems that generalize across environments

Augmenting physical models with deep networks for complex dynamics forecasting

Unsupervised inpainting for occluded sea surface temperature sequences

GitHub Repositories