Results 1 to 10 of about 11,474 (125)

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

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

Phenotype structuring in collective cell migration: a tutorial of mathematical models and methods. [PDF]

J Math Biol
Lorenzi T, Painter KJ, Villa C.
europepmc   +1 more source

Physics-Informed Neural Networks in Polymers: A Review. [PDF]

Polymers (Basel)
Malashin I, Tynchenko V, Gantimurov A, Nelyub V, Borodulin A.   +4 more
europepmc   +1 more source

Scientific Machine Learning for Guided Wave and Surface Acoustic Wave (SAW) Propagation: PgNN, PeNN, PINN, and Neural Operator. [PDF]

Sensors (Basel)
Mehtaj N, Banerjee S.
europepmc   +1 more source

Dimensionless learning based on information. [PDF]

Nat Commun
Yuan Y, Lozano-Durán A.
europepmc   +1 more source

Modeling bacterial growth and Allee effect via Allen-Cahn theoretical framework. [PDF]

Sci Rep
Maslovskaya A, Kuttler C, Shuai Y, Chebotarev A, Kovtanyuk A.   +4 more
europepmc   +1 more source

Individualizing glioma radiotherapy planning by optimization of a data and physics-informed discrete loss. [PDF]

Nat Commun
Balcerak M, Weidner J, Karnakov P, Ezhov I, Litvinov S, Koumoutsakos P, Amiranashvili T, Zhang RZ, Lowengrub JS, Yakushev I, Wiestler B, Menze B.   +11 more
europepmc   +1 more source

Towards transient space-use dynamics: re-envisioning models of utilization distribution and their applications. [PDF]

Mov Ecol
Tao Y, Giunta V, Börger L, Wilber MQ.
europepmc   +1 more source

Enhancing Brain-Computer Interfaces through Kriging-Based Fusion of Sparse Regression Partial Differential Equations to Counter Injection Molding View of Node Displacement Effects. [PDF]

Polymers (Basel)
Chang H, Sun Y, Lu S, Lan Y.
europepmc   +1 more source