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AI-Powered Approaches for Hypersurface Reconstruction in Multidimensional Spaces

Mathematics
The present article explores the possibilities of using artificial neural networks to solve problems related to reconstructing complex geometric surfaces in Euclidean and pseudo-Euclidean spaces, examining various approaches and techniques for training ...
Kostadin Yotov, Emil Hadzhikolev, Stanka Hadzhikoleva, Mariyan Milev   +3 more
doaj   +1 more source

Integral Betti signatures of brain, climate and financial networks compared to hyperbolic, Euclidean and spherical models. [PDF]

Sci Rep
Caputi L, Pidnebesna A, Hlinka J.
europepmc   +1 more source

Searching in Euclidean Spaces with Predictions. [PDF]

Theory Comput Syst
Cabello S, Giannopoulos P.
europepmc   +1 more source

Hyperbolic adaptive spatial-aware multivariate time series anomaly detection. [PDF]

Nat Commun
Han J, Huo X, Xiao Y, Ye Z, Zheng Y, Zhao H, Sun M, Liu Z.   +7 more
europepmc   +1 more source

Ancestral Sequences Cannot be Accurately Reconstructed via Interpolation in a Variational Autoencoder's Latent Space. [PDF]

Bull Math Biol
Gorstein E, Tang M, Bruzzone H, Solís-Lemus C.   +3 more
europepmc   +1 more source

Multi-omic enriched blood-derived digital signatures reveal mechanistic and confounding disease clusters for differential diagnosis. [PDF]

Front Netw Physiol
Liu B, Uthamacumaran A, Fulton A, Zenil H.   +3 more
europepmc   +1 more source

Probabilistic Residual Modeling for Sensor-Based Process-Quality Fault Detection in Industrial Systems. [PDF]

Sensors (Basel)
Zhang L, Bao X.
europepmc   +1 more source

Research on a lead-acid battery fault detection method based on LSTM-AE-Cosine. [PDF]

PLoS One
Liu L, Xu H, Tang H, Cui J, Feng L, Deng K.   +5 more
europepmc   +1 more source

RiemannInfer: improving transformer inference through Riemannian geometry. [PDF]

Sci Rep
Mao R, Zhang Z, Yang M, Xie H, Wei S, Hu C.   +5 more
europepmc   +1 more source

Music Listening Is an Action Verb: Phoronomy, Sound Tracking and Morphodynamic Transformation. [PDF]

Behav Sci (Basel)
Reybrouck M.
europepmc   +1 more source