Geometry-aware framework for deep energy method: an application to structural mechanics with hyperelastic materialsby Thi…
DDE-Find: Learning Delay Differential Equations from Noisy, Limited Databy Robert StephanyFirst submitted to arxiv on:…
UDUC: An Uncertainty-driven Approach for Learning-based Robust Controlby Yuan Zhang, Jasper Hoffmann, Joschka BoedeckerFirst submitted…
Towards General Neural Surrogate Solvers with Specialized Neural Acceleratorsby Chenkai Mao, Robert Lupoiu, Tianxiang Dai,…
Soft Preference Optimization: Aligning Language Models to Expert Distributionsby Arsalan Sharifnassab, Saber Salehkaleybar, Sina Ghiassian,…
Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interferenceby Haoxuan Li, Chunyuan Zheng,…
Advancing Supervised Learning with the Wave Loss Function: A Robust and Smooth Approachby Mushir Akhtar,…
Learning Fairer Representations with FairVICby Charmaine Barker, Daniel Bethell, Dimitar KazakovFirst submitted to arxiv on:…
BiLO: Bilevel Local Operator Learning for PDE inverse problemsby Ray Zirui Zhang, Xiaohui Xie, John…