Results 211 to 220 of about 151,158 (307)

A Critical Assessment of Bonding Descriptors for Predicting Materials Properties

Advanced Intelligent Discovery, EarlyView.
The impact of new bonding descriptors in machine learning models for predicting material properties is assessed. Improvements are validated using significance tests, and new, intuitive descriptors for screening lattice thermal conductivity and projected force constants are introduced.
Aakash Ashok Naik, Nidal Dhamrait, Katharina Ueltzen, Christina Ertural, Philipp Benner, Gian‐Marco Rignanese, Janine George   +6 more
wiley   +1 more source

Automatic Diagnosis via Sensors Modeled by Dynamic Fault Trees

, 2005
Tariq Assaf, Joanne Bechta Dugan
core   +1 more source

Pipeline Flange Bolt Loosening Detection Technology Based on Stress Waves and Deep Learning. [PDF]

Sensors (Basel)
Yu C, Cheng P, Shao C, Guo Y, Cheng L, Sun C.   +5 more
europepmc   +1 more source

Generative and Experimental Validation of High Refractive Index Polymers via Domain Knowledge Approach with Small Data

Advanced Intelligent Discovery, EarlyView.
This research demonstrates that the combination of domain knowledge–based multiple regression, multi‐objective Bayesian optimization, and generative models is a suitable prediction tool for candidates of high refractive index polymers, even with the constraints in the model trained on limited data. The experimental validation can reproduce the proposed
Takuya Yokoo, Seigo Watanabe, Hana Matsunaga, Kenichi Oyaizu   +3 more
wiley   +1 more source

From Data to Discovery: Machine Learning–Enabled Intelligent Characterization of Two‐Dimensional Materials

Advanced Intelligent Discovery, EarlyView.
Machine learning serves as a central engine for the intelligent characterization of two‐dimensional materials by integrating multimodal techniques, including optical microscopy, spectroscopy, electron microscopy, and scanning probe microscopy (SPM). This unified framework enables automated, high‐throughput, and quantitative extraction of structural ...
Zhi‐Long Cao, Jia‐Xu Yan
wiley   +1 more source

Diagnostic expert systems from dynamic fault trees

J.B. Dugan, T. Assaf
core   +1 more source

Self-attention enhanced GraphSAGE for UAV fault diagnosis using vibration signals. [PDF]

Sci Rep
Ma Y, Sun Y, Chen L, Wang H, Liu B.
europepmc   +1 more source

Design, Control, and Clinical Applications of Magnetic Actuation Systems: Challenges and Opportunities

Advanced Intelligent Systems, Volume 7, Issue 3, March 2025.
This review aims to provide a broad understanding for interdisciplinary researchers in engineering and clinical applications. It addresses the development and control of magnetic actuation systems (MASs) in clinical surgeries and their revolutionary effects in multiple clinical applications.
Yingxin Huo, Lidong Yang, Tiantian Xu, Dong Sun   +3 more
wiley   +1 more source

Sensitivity analysis of modular dynamic fault trees

J.B. Dugan, Yong Ou
core   +1 more source

An ensemble hybrid and explainable AI (XAI) framework for zero false-positive islanding detection in distribution networks. [PDF]

Sci Rep
Shahade SK, Jawadekar AU, Shahade AK.
europepmc   +1 more source