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Guerreiro, António Loison, Duarte M

2 Pith papers cite this work. Polarity classification is still indexing.

2 Pith papers citing it

fields

cs.CL 1 cs.LG 1

years

2026 2

verdicts

UNVERDICTED 2

representative citing papers

Mesh Based Simulations with Spatial and Temporal awareness

cs.LG · 2026-05-02 · unverdicted · novelty 5.0

A unified training framework for mesh-based ML surrogates in CFD improves accuracy and long-horizon stability by enforcing spatial derivative consistency via multi-node prediction, using temporal cross-attention correction, and adding 3D rotary positional embeddings.

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Showing 2 of 2 citing papers.

  • XL-SafetyBench: A Country-Grounded Cross-Cultural Benchmark for LLM Safety and Cultural Sensitivity cs.CL · 2026-05-07 · unverdicted · none · ref 12

    XL-SafetyBench is a new cross-cultural benchmark showing frontier LLMs decouple jailbreak robustness from cultural sensitivity while local models trade off attack success against neutral-safe rates in a near-linear pattern indicating generation failure rather than alignment.

  • Mesh Based Simulations with Spatial and Temporal awareness cs.LG · 2026-05-02 · unverdicted · none · ref 54

    A unified training framework for mesh-based ML surrogates in CFD improves accuracy and long-horizon stability by enforcing spatial derivative consistency via multi-node prediction, using temporal cross-attention correction, and adding 3D rotary positional embeddings.