Results 151 to 160 of about 1,345 (197)

A Physics-Informed Neural Network (PINN) Approach to Over-Equilibrium Dynamics in Conservatively Perturbed Linear Equilibrium Systems. [PDF]

Entropy (Basel)
Dutta A, Mukherjee B, Hosen SA, Turan M, Constales D, Yablonsky G.   +5 more
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

A variational framework for residual-based adaptivity in neural PDE solvers and operator learning. [PDF]

NPJ Artif Intell
Toscano JD, Chen DT, Ooomen V, Darbon J, Karniadakis GE.   +4 more
europepmc   +1 more source

Analytical evaluations using neural network-based method for wave solutions of combined Kairat-II-X differential equation in fluid mechanics. [PDF]

Sci Rep
Zhou P, Manafian J, Lakestani M, Ilhan OA, Bahador NJ, Fattah AA, Mahmoud KH, Nuray R, Nagiyeva N.   +8 more
europepmc   +1 more source

Automating PINN-based kinematic resolution of robotic joints using robotic process automation frameworks. [PDF]

Front Robot AI
Agrawal P, Sekar P, Kushwaha KK.
europepmc   +1 more source

Optical neural engine for solving scientific partial differential equations. [PDF]

Nat Commun
Tang Y, Chen R, Lou M, Fan J, Yu C, Nonaka A, Yao Z, Gao W.   +7 more
europepmc   +1 more source

An Efficient Quasi-Newton Method with Tensor Product Implementation for Solving Quasi-Linear Elliptic Equations and Systems. [PDF]

J Sci Comput
Hao W, Lee S, Zhang X.
europepmc   +1 more source

Physic-informed deep operator networks for modeling 2D time-domain electromagnetic wave propagation in various media. [PDF]

iScience
Oh S, Lee E, Hong SK.
europepmc   +1 more source

Identification of Adiabatic Temperature Rise Characteristics for Mass Concrete Using the Physics-Informed Neural Network. [PDF]

Materials (Basel)
Lee JM, Lee CJ, Jeong W.
europepmc   +1 more source