Learned multiphysics inversion with differentiable programming and machine learning.
Mathias LouboutinZiyi YinRafael OrozcoThomas J. Grady IIAli SiahkoohiGabrio RizzutiPhilipp A. WitteOlav MøynerGerard J. GormanFelix J. HerrmannPublished in: CoRR (2023)
Keyphrases
- machine learning
- loss function
- programming language
- information extraction
- data mining
- machine learning algorithms
- knowledge acquisition
- natural language processing
- knowledge representation
- active learning
- machine learning methods
- programming environment
- development environment
- supervised learning
- feature selection
- text classification
- inductive learning
- inductive logic programming
- computational biology
- real world
- natural language
- model selection
- artificial intelligence
- text mining
- decision trees
- machine learning and data mining
- programming course
- objective function
- object oriented programming
- computer programming
- unsupervised manner
- learning algorithm
- learning problems
- learning systems
- semi supervised learning
- training data
- support vector machine
- knowledge discovery
- reinforcement learning
- pairwise