medical imaging physics
分辨率自适应物理信息神经网络
Resolution-Adaptive Physics-Informed Neural NetworksA machine learning framework that integrates physical laws with neural networks to perform dose reconstruction at multiple resolutions. / 一种将物理定律与神经网络相结合，在多个分辨率下执行剂量重建的机器学习框架。
- Knowledge type
- 工艺技术
- First proposed or discovered
- Proposer
- Turkey Farm member
- Creator
- 农场主
- Last updated
- 2026-11-13 17:06:18
Sub-knowledge points
Multiresolution dose reconstructionPhysics-informed neural network integrationMonte Carlo simulation coupling
Higher-order knowledge points
No connected node yet
Main parameters and performance indicators
FLUKA: Monte Carlo simulation toolkit for particle transportResolution-Adaptive: Mechanism to adjust computational granularityPhysics-Informed: Integration of domain knowledge constraints
Open problems
No unresolved problem recorded yet
Related literature
ranked by community starsMultiresolution Photon Dose Reconstruction using FLUKA and Resolution-Adaptive Physics-Informed Neural NetworksOpen source
Related products and links
No item recorded yet
Creation and modification trail
1 recordsRecord title: Resolution-Adaptive Physics-Informed Neural Networks.
Node update feedback
review required