BLIMP-1 MEDIATED DOWNREGULATION OF TAK1 AND P53 MOLECULES IS CRUCIAL IN THE PATHOGENESIS OF KALA-AZAR


Single-model uncertainty quantification in neural network potentials does not consistently outperform model ensembles

Abstract Neural networks (NNs) often assign high confidence to their predictions, even for points far out of distribution, making uncertainty quantification (UQ) a challenge.When they are employed to model interatomic potentials in materials systems, this problem leads to unphysical structures that disrupt simulations, or to biased statistics and d

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Towards Continuous Quality Control for Spoken Language Corpora

This paper describes the development of a systematic approach to the creation, management and curation of linguistic resources, particularly spoken language corpora.It also presents first steps towards a framework for continuous quality control to be used within external research projects by non-technical users, and discuss various domain and disci

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