相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods
Eyke Huellermeier et al.
MACHINE LEARNING (2021)
First Principles and Machine Learning Virtual Flow Metering: A Literature Review
Timur Bikmukhametov et al.
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2020)
Petroleum production optimization - A static or dynamic problem?
Bjarne Foss et al.
COMPUTERS & CHEMICAL ENGINEERING (2018)
Virtual multiphase flow metering using diverse neural network ensemble and adaptive simulated annealing
Tareq Aziz AL-Qutami et al.
EXPERT SYSTEMS WITH APPLICATIONS (2018)
Variational Inference: A Review for Statisticians
David M. Blei et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2017)
Numerical Aspects of Data Reconciliation in Industrial Applications
Mauricio M. Camara et al.
PROCESSES (2017)
Deep Learning: A Bayesian Perspective
Nicholas G. Polson et al.
BAYESIAN ANALYSIS (2017)
Between the Poles of Data-Driven and Mechanistic Modeling for Process Operation
Doerte Solle et al.
CHEMIE INGENIEUR TECHNIK (2017)
DEVELOPMENT OF SOFT SENSOR TO ESTIMATE MULTIPHASE FLOW RATES USING NEURAL NETWORKS AND EARLY STOPPING
Tareq Aziz Al-Qutami et al.
INTERNATIONAL JOURNAL ON SMART SENSING AND INTELLIGENT SYSTEMS (2017)
A hybrid approach to monthly streamflow forecasting: Integrating hydrological model outputs into a Bayesian artificial neural network
Greer B. Humphrey et al.
JOURNAL OF HYDROLOGY (2016)
Predicting Oil Flow Rate due to Multiphase Flow Meter by Using an Artificial Neural Network
M. Hasanvand et al.
ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS (2015)
Probabilistic machine learning and artificial intelligence
Zoubin Ghahramani
NATURE (2015)
Toward an enhanced Bayesian estimation framework for multiphase flow soft-sensing
Xiaodong Luo et al.
INVERSE PROBLEMS (2014)
Evolving artificial neural network and imperialist competitive algorithm for prediction oil flow rate of the reservoir
Mohammad Ali Ahmadi et al.
APPLIED SOFT COMPUTING (2013)
Data-driven based model for flow prediction of steam system in steel industry
Ying Liu et al.
INFORMATION SCIENCES (2012)
Wet Gas Metering Using a Revised Venturi Meter and Soft-Computing Approximation Techniques
Lijun Xu et al.
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2011)