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On the Outer-Independent Double Roman Domination of Graphs

期刊: FRONTIERS IN APPLIED MATHEMATICS AND STATISTICS, 2021; 6 ()

An outer-independent double Roman dominating function (OIDRDF) of a graph G is a function h : V(G) -> {0, 1, 2, 3} such that i) every vertex v with......

Entanglement-Based Feature Extraction by Tensor Network Machine Learning

期刊: FRONTIERS IN APPLIED MATHEMATICS AND STATISTICS, 2021; 7 ()

It is a hot topic how entanglement, a quantity from quantum information theory, can assist machine learning. In this work, we implement numerical expe......

Deep Reinforcement Learning for Constrained Field Development Optimization in Subsurface Two-phase Flow

期刊: FRONTIERS IN APPLIED MATHEMATICS AND STATISTICS, 2021; 7 ()

Oil and gas field development optimization, which involves the determination of the optimal number of wells, their drilling sequence and locations whi......

Sentiment-Guided Adversarial Learning for Stock Price Prediction

期刊: FRONTIERS IN APPLIED MATHEMATICS AND STATISTICS, 2021; 7 ()

Prediction of stock prices or trends have attracted financial researchers' attention for many years. Recently, machine learning models such as neural ......

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