| Physics-driven Synthetic Data Learning for Biomedical Magnetic Resonance | Mar 21, 2022 | Deep Learning | —Unverified | 0 | 0 |
| Physics-Guided Deep Learning for Dynamical Systems: A Survey | Jul 2, 2021 | Deep LearningSurvey | —Unverified | 0 | 0 |
| Physics guided deep learning generative models for crystal materials discovery | Dec 7, 2021 | Data AugmentationDeep Learning | —Unverified | 0 | 0 |
| Physics-Guided Radiotherapy Treatment Planning with Deep Learning | Jun 23, 2025 | ARCDeep Learning | —Unverified | 0 | 0 |
| Physics-informed Deep Diffusion MRI Reconstruction with Synthetic Data: Break Training Data Bottleneck in Artificial Intelligence | Oct 20, 2022 | Deep LearningDiffusion MRI | —Unverified | 0 | 0 |
| Physics-informed deep-learning applications to experimental fluid mechanics | Mar 29, 2022 | Data AugmentationDeep Learning | —Unverified | 0 | 0 |
| Physics Informed Deep Learning: Applications in Transportation | Feb 23, 2023 | Deep LearningState Estimation | —Unverified | 0 | 0 |
| Physics-Informed Deep Learning: A Promising Technique for System Reliability Assessment | Aug 24, 2021 | Deep LearningManagement | —Unverified | 0 | 0 |
| Physics-informed deep learning for infectious disease forecasting | Jan 16, 2025 | Deep Learning | —Unverified | 0 | 0 |
| Physics-Informed Deep Learning for Traffic State Estimation | Jan 17, 2021 | Deep LearningState Estimation | —Unverified | 0 | 0 |
| Physics-Informed Deep Learning For Traffic State Estimation: A Survey and the Outlook | Mar 3, 2023 | Deep LearningState Estimation | —Unverified | 0 | 0 |
| Physics-Informed Deep Learning of Incompressible Fluid Dynamics | Jan 1, 2021 | Deep Learning | —Unverified | 0 | 0 |
| Physics-Informed Deep Learning of Rate-and-State Fault Friction | Dec 14, 2023 | Deep LearningFriction | —Unverified | 0 | 0 |
| Physics-Informed Gradient Estimation for Accelerating Deep Learning based AC-OPF | Feb 22, 2025 | Data AugmentationDeep Learning | —Unverified | 0 | 0 |
| Physics-Informed Residual Neural Ordinary Differential Equations for Enhanced Tropical Cyclone Intensity Forecasting | Mar 9, 2025 | Deep LearningTropical Cyclone Intensity Forecasting | —Unverified | 0 | 0 |
| Physics Sensor Based Deep Learning Fall Detection System | Feb 29, 2024 | Deep Learningmotion prediction | —Unverified | 0 | 0 |
| Pavement Image Datasets: A New Benchmark Dataset to Classify and Densify Pavement Distresses | Oct 20, 2019 | Deep Learning | —Unverified | 0 | 0 |
| Piecewise Linear Neural Networks and Deep Learning | Jun 18, 2022 | Deep Learning | —Unverified | 0 | 0 |
| Pi-fusion: Physics-informed diffusion model for learning fluid dynamics | Jun 6, 2024 | Deep Learning | —Unverified | 0 | 0 |
| PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals | Nov 29, 2022 | Deep LearningQuestion Answering | —Unverified | 0 | 0 |
| PINCH: An Adversarial Extraction Attack Framework for Deep Learning Models | Sep 13, 2022 | Adversarial AttackDeep Learning | —Unverified | 0 | 0 |
| PINF: Continuous Normalizing Flows for Physics-Constrained Deep Learning | Sep 26, 2023 | Deep Learning | —Unverified | 0 | 0 |
| PiShield: A PyTorch Package for Learning with Requirements | Feb 28, 2024 | Autonomous DrivingDeep Learning | —Unverified | 0 | 0 |
| pISTA-SENSE-ResNet for Parallel MRI Reconstruction | Sep 24, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 | 0 |
| Pix2Point: Learning Outdoor 3D Using Sparse Point Clouds and Optimal Transport | Jul 30, 2021 | Deep LearningDepth Estimation | —Unverified | 0 | 0 |
