Probabilistic physics-informed neural network for seismic petrophysical inversion

Computer Science

• Physics-Informed Neural Network 100%
• Inverse Problem 66%
• Training Dataset 66%
• Leaning Parameter 66%
• Reparameterization 66%
• Unknown Variable 33%
• Machine Learning Algorithm 33%
• Data Variable 33%
• Stochastic Optimization 33%
• Neural Network 33%
• Computational Cost 33%
• Probabilistic Approach 33%
• Model Uncertainty 33%
• Artificial Neural Network 33%

Earth and Planetary Sciences

• Inverse Problem 100%
• Seismic Data 100%
• Machine Learning 50%
• North Sea 50%
• Artificial Neural Network 50%
• Alkane 50%