Mitigating catastrophic forgetting in lifelong learning: a hybrid architecture integrating neural ordinary differential equations with memory-augmented transformers. [PDF]
Sci RepZhou S, Li Q.
europepmc +1 more source
Joyce Structures from Quadratic Differentials on the Sphere. [PDF]
Commun Math PhysMoy T.
europepmc +1 more source
Physics-Informed Machine Learning in Biomedical Science and Engineering. [PDF]
Annu Rev Biomed EngAhmadi N +3 more
europepmc +1 more source
InVAErt networks for amortized inference and identifiability analysis of lumped-parameter haemodynamic models. [PDF]
Philos Trans A Math Phys Eng SciTong GG, Sing-Long CA, Schiavazzi DE.
europepmc +1 more source
The Role of Viral Dynamics and Infectivity in Models of Oncolytic Virotherapy for Tumours with Different Motility. [PDF]
Bull Math BiolMorselli D, Frascoli F, Delitala ME.
europepmc +1 more source
Leveraging Hamiltonian neural flow for robust single-cell multi-omics integration: application to Alzheimer's disease. [PDF]
Front GenetHuang Z, Kong W, Wang S.
europepmc +1 more source
Immune Modulation in the Tumor Microenvironment: Bifurcation Analysis of Cancer-CTL-Monocyte Dynamics. [PDF]
Bull Math BiolHernandez-Lopez E, Milne R, Wang X.
europepmc +1 more source
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks. [PDF]
KDDLiu Z +5 more
europepmc +1 more source
Exploring the dynamics of chemical species interactions in complex reaction mechanism: classification of fast and slow species and bifurcation analysis. [PDF]
Sci RepKhatoon A +4 more
europepmc +1 more source
The nonlinear porous medium equation for the <i>f</i>-Laplacian: Hamilton-Souplet-Zhang type gradient estimates and implications. [PDF]
Ann Mat Pura ApplTaheri A, Vahidifar V.
europepmc +1 more source