Accelerating Materials Discovery: A Review of Machine Learning in X‐Ray Absorption Spectroscopy
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
NIDS-Mamba: Lightweight Network Intrusion Detection for IoT Sensor Networks via State Space Models. [PDF]
Ding Z, Zheng J, Wu X.
europepmc +1 more source
Secure Fusion‐X harmonizes unstructured NVD descriptions with structured CVSS/CWE/CPE metadata via decision‐level fusion, overcoming the fragility of traditional unimodal models. Automated assessment of software vulnerability exploitability is essential for intelligent cyber defense, yet its effectiveness is often hindered by unstable, delayed, or ...
Mona Dolati +3 more
wiley +1 more source
Hybrid optimization-based quantum-driven multi-relational graph attention networks for enhanced cyber attack detection in medical IoT networks. [PDF]
Krishna Kumari R +8 more
europepmc +1 more source
Responsible Artificial Intelligence in Courts: A Four‐Test Framework
ABSTRACT A structured framework for responsible AI applications relating to judicial decision‐making and the adjudicative functions of courts requires the satisfaction of multiple context‐specific safeguards. This article proposes a four‐test framework designed to evaluate whether AI systems used in courts operate in accordance with legal, procedural ...
Kwan Yiu Cheng
wiley +1 more source
A comprehensive survey on graph neural networks for gene regulatory network inference. [PDF]
Jamal Alkhateeb N, Awad M.
europepmc +1 more source
Metaheuristic-optimized cross-modal attention networks for multimodal mental health assessment in college students. [PDF]
Liu W, Qian C.
europepmc +1 more source
Chinese spatial relation extraction model by integrating geographic semantic features. [PDF]
Ye P, Wang Y, Jiang Y, Xiao W.
europepmc +1 more source
KBDR: document retrieval based on graph matching with knowledge enhancement. [PDF]
Liu J, Huang Y, Tan J, Hua Z.
europepmc +1 more source
A knowledge graph dataset for broiler farming automatically constructed based on a large language model. [PDF]
Ma N +6 more
europepmc +1 more source

