BIOT
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Related Articles from SNS
Distributed optimal control problems governed by poroelasticity equations
arXiv:2605.30839v1 Announce Type: cross Abstract: In this paper, we propose and analyze a novel two-field symmetric formulation with solid displacement and fluid pressure as main unknowns for the Biot's consolidation model in poroelasticity. Firstly, we prove the well-posedness of the new formulation and then show the existence and uniqueness of optimal control where the fluid sources in the model act as a control variable. We prove a priori error estimates for the fully discrete scheme with...
Pretrained, Frozen, Still Leaking: Auditing Cross-Encoder Attribute Transfer in EEG Foundation Models
arXiv:2606.09189v1 Announce Type: new Abstract: EEG foundation-model releases are usually audited one endpoint at a time: raw-reconstruction, membership inference, identity linkage, or DP-SGD on the downstream head. We audit the same released embeddings under all four endpoints jointly, on BIOT, LaBraM, and EEGPT, and show that each single-endpoint audit clears releases that still leak spectral attributes. The decisive evidence is a cross-encoder transfer audit: a single ridge attribute...
Chagos Islands ‘not a piece of real estate for sale’, Trump warned amid reports he wants to buy territory
Chagos Islands ‘not a piece of real estate for sale’, Trump warned amid reports he wants to buy territory The row has exploded after new revelations that Donald Trump has considered buying the disputed islands while Keir Starmer still wants to give them away to Mauritius - Bookmark - CommentsGo to comments Donald Trump has been warned that the Chagos Islands “are not a piece of real estate to be sold off” amid reports the White House is considering purchasing the territory. As Sir Keir...