Graph‐Based Representation Approach for Deep Learning of Organic Light‐Emitting Diode Devices
In this study, a novel graph‐based representation methodology is proposed to effectively address current challenges in description. An ideal approach to representing the device parameters in the static equilibrium state is suggested. In the trained predictive model, superior accuracy is demonstrated, making it a reliable tool for representing organic ...
Taeyang Lee+11 more
wiley +1 more source
Uncertainty and enterprise export recovery in China: Does the market integration matter? [PDF]
Zhu X, Lv K, Gao J.
europepmc +1 more source
Knowledge Distillation‐Based Zero‐Shot Learning for Process Fault Diagnosis
Process and image data are equivalent with the teacher model pretrained on image data. Knowledge distillation transfers normal condition data to the student model. When an unknown fault occurs, differences between the teacher and student models are quantified via gradients to isolate the fault. Data‐driven deep learning is effective in diagnosing known
Yi Liu, Jiajun Huang, Mingwei Jia
wiley +1 more source
How regional innovation and entrepreneurship vitality affects residents' leisure consumption potential-utility differences between educational investment and scientific and technological investment. [PDF]
Cai Y, Lin W, Zhong J, Hu Q, You Y.
europepmc +1 more source
Applied Artificial Intelligence in Materials Science and Material Design
AI‐driven methods are transforming materials science by accelerating material discovery, design, and analysis, leveraging large datasets to enhance predictive modeling and streamline experimental techniques. This review highlights advancements in AI applications across spectroscopy, microscopy, and molecular design, enabling efficient material ...
Emigdio Chávez‐Angel+7 more
wiley +1 more source
A Blockchain-Based Authentication Mechanism for Enhanced Security. [PDF]
McCabe C, Mohideen AIC, Singh R.
europepmc +1 more source
Performance enhancement in blockchain based IoT data sharing using lightweight consensus algorithm. [PDF]
Haque EU+6 more
europepmc +1 more source
Abstract Premise A universally understood, precise, and stable system of naming organisms is essential for effective scientific communication. The International Code of Nomenclature for algae, fungi, and plants, of which the most recently published edition is the Shenzhen Code of 2018, provides this system for algae, fungi, and plants.
Nicholas J. Turland
wiley +1 more source
Incremental high average-utility itemset mining: survey and challenges. [PDF]
Chen J+6 more
europepmc +1 more source
Buying inferior to selling: Explore the impact of transaction direction on the effects of related-party transactions. [PDF]
Li S, He J.
europepmc +1 more source