Results 1 to 10 of about 206 (88)

Physics-Informed Emulation of Systemic Circulation for Fast Parameter Estimation and Uncertainty Quantification. [PDF]

Int J Numer Method Biomed Eng
This work presents an innovative approach to modelling 1D fluid dynamics in complex networks using physics‐informed neural networks as surrogate models. By integrating physics‐based constraints with data‐driven learning, we develop an efficient and generalisable framework for uncertainty quantification and parameter estimation in real‐world ...
Ryan W, Taylor-LaPole A, Olufsen M, Husmeier D, Vyshemirskiy V.   +4 more
europepmc   +2 more sources

VisualPDE: Rapid Interactive Simulations of Partial Differential Equations. [PDF]

Bull Math Biol, 2023
Walker BJ, Townsend AK, Chudasama AK, Krause AL.   +3 more
europepmc   +1 more source

From actin waves to mechanism and back: How theory aids biological understanding. [PDF]

Elife, 2023
Beta C, Edelstein-Keshet L, Gov N, Yochelis A.   +3 more
europepmc   +1 more source

Pattern Formation in Mesic Savannas. [PDF]

Bull Math Biol, 2023
Patterson D, Levin S, Staver AC, Touboul J.   +3 more
europepmc   +1 more source

Nonlinear periodic orbit solutions and their bifurcation structure at the origin of soliton hopping in coupled microresonators. [PDF]

Commun Phys
Deshmukh S, Tusnin A, Tikan A, Kippenberg TJ, Schneider TM.   +4 more
europepmc   +1 more source

Deterministic, stochastic, and mean-field PDE models in neuroscience. [PDF]

Front Comput Neurosci
Çetin C, Piqueira JRC, İzgi B, Peker-Dobie A, Ahmetolan S, Özkaya M.   +5 more
europepmc   +1 more source

The Emergence of Turing Instability and Pattern Formation in a Nonlinear Stochastic Spatiotemporal Epidemic Model with Reinfections. [PDF]

Acta Biotheor
Singh AK, Almshekhs R, Kumar M, Ramakrishnan S.   +3 more
europepmc   +1 more source

INHERITANCE OF INTRACELLULAR VIRAL RNA IN A MULTISCALE MODEL OF HEPATITIS C INFECTION. [PDF]

SIAM J Appl Math
Cassidy T, Belluccini G, Iyaniwura SA, Ribeiro RM, Perelson AS.   +4 more
europepmc   +1 more source

Toward Digital Twins for Optimal Radioembolization. [PDF]

PET Clin
Panneerselvam NK, Mummaneni G, Roncali E.   +2 more
europepmc   +1 more source

Physics-informed neural networks for physiological signal processing and modeling: a narrative review. [PDF]

Physiol Meas
Zhao A, Fattahi D, Hu X.
europepmc   +1 more source