Integer programming for learning directed acyclic graphs from nonidentifiable Gaussian models. [PDF]
Xu T +3 more
europepmc +1 more source
Abstract This article demonstrates the integration of in‐line mass spectrometry as a process analytical technology (PAT) tool with model‐based soft sensors in a continuous filtration‐drying carousel system for solid–liquid separation (SLS) of crystal slurries.
Inyoung Hur +3 more
wiley +1 more source
Joint Design of Hybrid Beamforming and Phase Shifts for IRS-Assisted Multi-User mmWave Systems. [PDF]
Zhang R, Wang Y.
europepmc +1 more source
Graph‐based imitation and reinforcement learning for efficient Benders decomposition
Abstract This work introduces an end‐to‐end graph‐based agent for accelerating the computational efficiency of Benders Decomposition. The agent's policy is parameterized by a graph neural network, which takes as input a bipartite graph representation of the master problem and proposes a candidate solution.
Bernard T. Agyeman +3 more
wiley +1 more source
Exploring the Mechanisms of the Traditional Herbal Formula Sanshen Dan Against Myocardial Ischemia-Reperfusion Injury: An Integrated Strategy Combining Serum Pharmacochemistry, Network Pharmacology, and Molecular Docking. [PDF]
Ma Y, Fang X, Fu Y, Kong W, Fu Q, Qie R.
europepmc +1 more source
TGN-MCDS: A Temporal Graph Network-Based Algorithm for Cluster-Head Optimization in Large-Scale FANETs. [PDF]
Fan X, Yang Y, Zhang S, Cai W.
europepmc +1 more source
Network intrusion detection based on improved KNN algorithm. [PDF]
Bao H, Gao J.
europepmc +1 more source
Optimization of A comprehensive dispatching system based on ant colony algorithm and dynamic weight power dispatching strategy. [PDF]
Ming J, Xie Z, Teng H.
europepmc +1 more source
Machine learning-derived stage-specific design rules for metal-organic framework selection in seasonal hydrogen storage. [PDF]
Lee RW, Patil AS, Zhang Y.
europepmc +1 more source

