Results 201 to 210 of about 2,349 (245)

Breaking the Cross-Sensitivity Degeneracy in FBG Sensors: A Physics-Informed Co-Design Framework for Robust Discrimination. [PDF]

Sensors (Basel)
Yalınbaş F, Yılmaz G.
europepmc   +1 more source

Fast electromagnetic field simulation using a current-density- based physics-informed neural network. [PDF]

Sci Rep
Gao Z, Sun CA, Ma Z, Liu Z, Zhao L, Wang Q.   +5 more
europepmc   +1 more source

River Surface Velocity and Discharge Estimation Using Optical Flow and Unlabeled Physics-Informed Neural Networks. [PDF]

Sensors (Basel)
Shu Z, Gao Y, Zhang G, Xu Z, Wang J.
europepmc   +1 more source

Machine learning to predict plasma-based CO₂ conversion in dielectric barrier discharge reactors.

Green Chem
Li J, Lu X, Arun P, Xu J, Gallucci F, Li S, Bogaerts A.   +6 more
europepmc   +1 more source

High-precision stress prediction using deep energy network enhanced by stress equilibrium with Delaunay integration on refined grid. [PDF]

Cell Rep Methods
Ye Y, An D, Li H, Wang W, Li X, Shi P.
europepmc   +1 more source

Performance analysis of a three-dimensional micromixer with baffles using a flexible physics-informed neural network. [PDF]

Sci Rep
Hassanzadeh M, Ghaderi E, Bijarchi MA.
europepmc   +1 more source

Machine Learning Meets Pharmacokinetics: A Comparative Analysis of Predictive Models for Plasma Concentration-Time Profiles. [PDF]

CPT Pharmacometrics Syst Pharmacol
Jost F, Giegerich C, Grebner C, Matter H, Cordes H.   +4 more
europepmc   +1 more source

A Physics-Informed Manifold Neural Operator Framework for Multi-Parameter Prediction of Polymer Aging in HTPB Solid Propellants. [PDF]

Polymers (Basel)
Liu S, Qiang H, Geng T, Wang X, Pei S, Ju X.   +5 more
europepmc   +1 more source

Physics-Informed Emulation of Systemic Circulation for Fast Parameter Estimation and Uncertainty Quantification. [PDF]

Int J Numer Method Biomed Eng
Ryan W, Taylor-LaPole A, Olufsen M, Husmeier D, Vyshemirskiy V.   +4 more
europepmc   +1 more source

Integration of PINN with Conventional Well Logging for Few-Shot TOC Prediction in Ultradeep Source Rocks. [PDF]

ACS Omega
He T, He J, Xu J, Wang H, Zhou Y, Xue K, Xu Y.   +6 more
europepmc   +1 more source