Results 141 to 150 of about 85,369,012 (181)

Sliding physical invariant neural operator for long-term prediction of complex dynamics in physical systems. [PDF]

Natl Sci Rev
Wang Y, Li Y, Peng Y, Ying S.
europepmc   +1 more source

Automatic network structure discovery of physics informed neural networks via knowledge distillation. [PDF]

Nat Commun
Liu Z, Liu Y, Yan X, Liu W, Nie H, Guo S, Zhang CA.   +6 more
europepmc   +1 more source

AI-driven predictive modelling of residual stress of HVOF thermal sprayed carbon-based composite coatings using physics-informed neural networks. [PDF]

Sci Rep
Tyagi A, Dadhich A, Sirohi S, Gupta AK.
europepmc   +1 more source

Accurate and scalable deep Maxwell solvers. [PDF]

Proc Natl Acad Sci U S A
Mao C, Fan JA.
europepmc   +1 more source

WF-PINNs: solving forward and inverse problems of burgers equation with steep gradients using weak-form physics-informed neural networks. [PDF]

Sci Rep
Wang X, Yi S, Gu H, Xu J, Xu W.
europepmc   +1 more source

Two-stage ROM: a hybrid reduced order model for offline and online efficiency. [PDF]

Adv Model Simul Eng Sci
Dhopeshwar R, Bansal H, Veroy K.
europepmc   +1 more source

A primer on variational inference for physics-informed deep generative modelling. [PDF]

Philos Trans A Math Phys Eng Sci
Glyn-Davies A, Vadeboncoeur A, Akyildiz OD, Kazlauskaite I, Girolami M.   +4 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

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