Alternative Entropy Bounds for Perfect Matchings in Bipartite Graphs [PDF]
Yusong Du, Boqing Xue
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Exploiting Edge Semantics in Job Shop Scheduling Problem With Heterogeneous Graph Transformers
Advanced Intelligent Systems, EarlyView.A heterogeneous graph transformer (HGT) is introduced for reinforcement learning‐based job shop scheduling by explicitly distinguishing precedence and machine‐contention relations through edge‐type‐specific attention. The proposed framework learns richer scheduling representations, improves decision quality over homogeneous graph models, and highlights
Bulent Soykan, Fatih Kasimoglu
wiley +1 more source
Grammar error diagnosis using graph convolutional networks with knowledge graph integration. [PDF]
Sci RepZhang J, Ma Y.
europepmc +1 more source
On perfect matchings, edge-colourings and eigenvalues of cubic graphs [PDF]
Willem H. Haemers
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Accelerating Materials Discovery: A Review of Machine Learning in X‐Ray Absorption Spectroscopy
Advanced Intelligent Systems, EarlyView.This review systematically details how machine learning transforms X‐ray absorption spectroscopy (XAS) analysis. It covers advanced deep learning architectures for structure‐spectra mapping and inverse tasks, while discussing key challenges like the simulation‐to‐reality gap.
Melaku Lake Tegegne +5 more
wiley +1 more source
Prediction Model for Overall Survival in Patients with Epithelial Ovarian Cancer Undergoing Surgery and Systemic Therapy Based on the 2010-2021 SEER Database. [PDF]
Int J Womens HealthShi H, Zhan S, An Y, He M, Xu Z.
europepmc +1 more source
A Polynomial-Time Algorithm for Coloring Perfect Graphs Based on Walk Counting [PDF]
Amir Ali Ahmadi +2 more
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American Journal of Agricultural Economics, EarlyView.Abstract Germany's Renewable Energy Sources Act (REA), enacted in 2000 and subsequently amended, subsidized national renewable energy production with fixed feed‐in tariffs for renewable energy sources (RE) from wind, solar, and biogas. Empirical studies suggest that the policy was creating windfall effects for landowners and attribute farmland use ...
Lars Isenhardt +6 more
wiley +1 more source
Graph-Based Generation and Reduction of Complex Chemical Reaction Networks. [PDF]
J Chem Inf ModelFite S, Gross Z.
europepmc +1 more source
American Journal of Agricultural Economics, EarlyView.Abstract Crop insurance is undoubtedly an extremely valuable element in protecting agricultural businesses, but in many cases standard indemnity‐based products have had very low uptake due to high transaction costs elevating premiums to unaffordable levels.
Amogh Prakasha Kumar +2 more
wiley +1 more source