首页>
外国专利>
PROXY MODELING WORKFLOW AND PROGRAM FOR REACTIVE TRANSPORT MODELING
PROXY MODELING WORKFLOW AND PROGRAM FOR REACTIVE TRANSPORT MODELING
展开▼
机译:代理建模工作流程和反应运输建模程序
展开▼
页面导航
摘要
著录项
相似文献
摘要
Systems and methods include a method for training machine learning-based proxy models as surrogates for process-based reactive transport modeling (RTM). Training sample data is generated. Training sample cases are executed using the training sample data. A set of parameter-specific proxy models represented by a neural network is trained. Each parameter-specific proxy model corresponds to a specific RTM parameter from a set of RTM parameters. Blind tests are performed using the set of parameter-specific proxy models. Each blind test tests a specific one of the parameter-specific proxy models. Predictions are generated using the set of parameter-specific proxy models.
展开▼