Results 181 to 190 of about 91,586,058 (209)

Nonlinear SPDEs and Maximal Regularity: An Extended Survey. [PDF]

Nonlinear Differ Equ Appl
Agresti A, Veraar M.
europepmc   +1 more source

Deep attention model for arrhythmia signal classification based on multi-objective crayfish optimization algorithmic variational mode decomposition. [PDF]

Sci Rep
Zhang Y, Zhao H.
europepmc   +1 more source

Reduced order modeling with shallow recurrent decoder networks. [PDF]

Nat Commun
Tomasetto M, Williams JP, Braghin F, Manzoni A, Kutz JN.   +4 more
europepmc   +1 more source

Domain-Separated Quantum Neural Network for Truss Structural Analysis with Mechanics-Informed Constraints. [PDF]

Biomimetics (Basel)
Ha H, Shon S, Lee S.
europepmc   +1 more source

Beyond Bayesian Inference: The Correlation Integral Likelihood Framework and Gradient Flow Methods for Deterministic Sampling. [PDF]

Bull Math Biol
Gwiazda P, Kazarnikov A, Marciniak-Czochra A, Szymańska Z.   +3 more
europepmc   +1 more source

Sparse identification of nonlinear dynamics and Koopman operators with Shallow Recurrent Decoder Networks. [PDF]

Proc Natl Acad Sci U S A
Gao ML, Williams JP, Kutz JN.
europepmc   +1 more source

Multisymplectic Geometry, Variational Integrators, and Nonlinear PDEs

Communications in Mathematical Physics, 1998
: This paper presents a geometric-variational approach to continuous and discrete mechanics and field theories. Using multisymplectic geometry, we show that the existence of the fundamental geometric structures as well as their preservation along ...
Steve Shkoller, George W Patrick, Jerrold E Marsden   +2 more
exaly   +2 more sources

Variational Onsager Neural Networks (VONNs): A thermodynamics-based variational learning strategy for non-equilibrium PDEs

Journal of the Mechanics and Physics of Solids, 2022
Celia Reina, Shenglin Huang, Bryan Chem
exaly