| Phase transition on the convergence rate of parameter estimation under an Ornstein-Uhlenbeck diffusion on a tree | May 25, 2016 | parameter estimation | —Unverified | 0 |
| Phoneme Classification using Constrained Variational Gaussian Process Dynamical System | Dec 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Physics-Aware Gaussian Processes in Remote Sensing | Dec 7, 2020 | Bayesian OptimizationEarth Observation | —Unverified | 0 |
| Physics-constrained deep neural network method for estimating parameters in a redox flow battery | Jun 21, 2021 | parameter estimationPrediction | —Unverified | 0 |
| Physics-informed AI and ML-based sparse system identification algorithm for discovery of PDE's representing nonlinear dynamic systems | Oct 13, 2024 | DenoisingEquation Discovery | —Unverified | 0 |
| Physics-Informed Graphical Neural Network for Parameter & State Estimations in Power Systems | Feb 12, 2021 | parameter estimationState Estimation | —Unverified | 0 |
| Piecewise constant tuning gain based singularity-free MRAC with application to aircraft control systems | Jul 26, 2024 | Formparameter estimation | —Unverified | 0 |
| PINNs-Based Uncertainty Quantification for Transient Stability Analysis | Nov 21, 2023 | parameter estimationUncertainty Quantification | —Unverified | 0 |
| PINNverse: Accurate parameter estimation in differential equations from noisy data with constrained physics-informed neural networks | Apr 7, 2025 | parameter estimation | —Unverified | 0 |
| Plug-and-Play Posterior Sampling for Blind Inverse Problems | May 28, 2025 | Blind Image DeblurringDeblurring | —Unverified | 0 |
