Results 91 to 100 of about 379 (188)

Evidential deep learning for trustworthy prediction of enzyme commission number. [PDF]

open access: yesBrief Bioinform, 2023
Han SR   +7 more
europepmc   +1 more source

Foundation‐Scale Satellite Embeddings Reframe Hydrological Generalization as a Representation Problem

open access: yesGeophysical Research Letters, Volume 53, Issue 7, 16 April 2026.
Abstract A persistent challenge in hydrological modeling is reliably transferring predictive skill across time and among basins that appear distinct based on conventional static attributes. Here we address this challenge by leveraging Google's newly released data set generated from the AlphaEarth Foundations model, providing 64‐dimensional satellite ...
Zhigang Ou, Yi Zheng
wiley   +1 more source

Robust Inverse Material Design With Physical Guarantees Using the Voigt‐Reuss Net

open access: yesInternational Journal for Numerical Methods in Engineering, Volume 127, Issue 7, 15 April 2026.
ABSTRACT We apply the Voigt‐Reuss net, a spectrally normalized neural surrogate introduced in [38], for forward and inverse mechanical homogenization with a key guarantee that all predicted effective stiffness tensors satisfy Voigt‐Reuss bounds in the Löwner sense during training, inference, and gradient‐driven optimization.
Sanath Keshav, Felix Fritzen
wiley   +1 more source

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