ProMetNet introduces a biologically constrained deep learning framework for proteo‐metabolomic integration by embedding Reactome‐derived pathway topology into neural networks. It captures non‐linear molecular dependencies and pathway‐level metabolic reorganization, enabling interpretable discrimination.
Minghui Zhao +6 more
wiley +1 more source
Propagation of solitary waves for hydrodynamical nonlinear complex model in a fractional derivative setting. [PDF]
Bilal M +6 more
europepmc +1 more source
Dynamic soliton solutions and stability analysis of the (2+1)-dimensional Wazwaz Kaur Boussinesq equation using an efficient method. [PDF]
Elsonbaty NM +3 more
europepmc +1 more source
Optical closed form soliton structures for the Kuralay-II equation in nonlinear optical complex media. [PDF]
Arshad A +5 more
europepmc +1 more source
Complex soliton wave patterns of Gross-Pitaevskii systems: application in quantum and optical engineering. [PDF]
Bilal M +5 more
europepmc +1 more source
Stability analysis of forced nonlinear wave systems in optical and fluid media. [PDF]
Riaz MB, Tariq MM, Rehman MAU, Kazmi SS.
europepmc +1 more source
On certain novel numerical and analytical solutions for the pure-cubic Schrödinger equation in optical fibers with Kerr nonlinearity. [PDF]
Tariq KU +3 more
europepmc +1 more source
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