Results 41 to 50 of about 25,652 (111)

One-shot learning for solution operators of partial differential equations. [PDF]

Nat Commun
Jiao A, He H, Ranade R, Pathak J, Lu L.
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

Lateral load capacity of flexible piles in the SDMC model with cylindrical cavity expansion theory. [PDF]

Sci Rep
Gao F, Hu C, Huang B, Pang L.
europepmc   +1 more source

Novel solitons in the (2+1)-dimensional Heisenberg spin chain via generalized conformable derivatives. [PDF]

Sci Rep
Alam BE, Morales-Luna G, Fernandez-Anaya G.   +2 more
europepmc   +1 more source

Anti-Inflammatory and Pro-Healing Effects of Human Plasma-Derived Exosomes in a Murine Wound Model. [PDF]

J Cosmet Dermatol
Yang H, Go D, Kang H, Cho Y, Kim HG, Park J, Park SH, Hong KY, Chang H.   +8 more
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

Novel approximate solutions of the fractional form of graphene sheet thermophoretic motion model. [PDF]

Sci Rep
Abdel-Aty AH, Hafez M, Wan Niu Voon B, Albalawi W, Abdalla M, Mohamed Ali H.   +5 more
europepmc   +1 more source

A Lattice Boltzmann BGK Model with an Amending Function for Two-Dimensional Second-Order Nonlinear Partial Differential Equations. [PDF]

Entropy (Basel)
Bi X, Lei J, Li D, Lai L, Lai H, Liu Z.
europepmc   +1 more source

Cavity expansion theory with state-dependent mohr-coulomb model and its application to cone penetration tests. [PDF]

PLoS One
Li B, Fu S, Feng X, Shen J, Duan B, Pang L.   +5 more
europepmc   +1 more source

Physics-Informed Neural Networks with Unknown Partial Differential Equations: An Application in Multivariate Time Series. [PDF]

Entropy (Basel)
Mortezanejad SAF, Wang R, Mohammad-Djafari A.   +2 more
europepmc   +1 more source