18 results found

Shah Dhruv, Shubham Vaghasiya, Vivek Viroja

Deep learning models for automated knee osteoarthritis (OA) grading achieve high in-distribution accuracy but frequently exploit spurious image-acquisition cues — a phenomenon termed shortcut learning...

Research Square 2026-04-23 rs-9495057
shortcut learning knee osteoarthritis Kellgren–Lawrence grading gradient reversal layer domain generalization mutual information Integrated Gradients adversarial disentanglement

Jianbin Li, Yonglu Han

This paper proposes an intelligent control method based on the Camel Marching Optimization Algorithm (CJOA) for the adaptive adjustment of control parameters of grid structured photovoltaic inverters ...

Discover Artificial Intelligence 2026-04-23 rs-9243294
Grid type inverter Adaptive control Camel marching optimization algorithm Convolutional neural network Optical storage system

Achille Clovice GOUNE, Essombo Bathelemy Essombo, Jean Calvin Seutche, Ghislain Junior Bangoup Ntegmi, Jean Luc Nsouandele, Germain Hubert Ben-Bolie

This article focuses on the sustainable development of electric vehicle equipment to ensure the safety of people and property. It contributes to improving the thermal management of lithium-ion batteri...

Research Square 2026-04-23 rs-8998975
Temperature thermal resistance batteries lithium-ion neural network finite difference

Hwan Kim, Jiha Kim, Seunghyun Park, Hyunhee Park

Trusted computing systems and blockchain-enabled security applications increas- ingly rely on Graph Neural Networks (GNNs) for trust graph analysis, fraud detection, and anomaly identification. In the...

Discover Computing 2026-04-23 rs-9264474
Graph Neural Networks Noise Robustness KL Divergence Adaptive Correction Trusted Computing Blockchain Security

Islam DJEMMAL, Hacene BELHADEF

Sarcasm detection is a challenging task in Natural Language Processing (NLP) due to its reliance on subtle and implicit linguistic cues that are often not explicitly expressed in text. Designing model...

Research Square 2026-04-22 rs-9296095
Quantum computing Quantum machine learning Quantum natural language processing Sarcasm detection Hybrid Quantum-Classical Quantum recurrent neural network

Pedro Romio

Machine elements frequently operate under variable conditions, resulting in significant variations in interfacial friction across different lubrication regimes. The Stribeck curve is a well-establishe...

Research Square 2026-04-22 rs-9135155
Neural Networks Random Forest Support Vector Machine Stribeck Curves

Heung Soap Choi

This study quantitatively analyzes the dynamic acceleration performance of medium to-large agricultural tractors (60HP and 75HP classes) and validates the reliability of a system-level simulation mode...

Research Square 2026-04-22 rs-9446430
Agricultural Tractor Dynamic Simulation Acceleration Performance Machine Learning LSTM Bias Correction Model Validation DigitalTwin

Baber SALEEM, Peter POLAK, Ran HE, Savvaki Savva, Jonathan PHILLIPS, Jingzhe PAN

Predictive simulation of sintering-induced distortion remains challenging for ceramic components subjected to gravity and mechanical constraint. Classical constitutive sintering laws reproduce free de...

Scientific Reports 2026-04-22 rs-9359299
sintering deformation constrained sintering hybrid constitutive modelling artificial neural networks finite element analysis

Longfei Tan, Zhaohui Huang, Wei-Liang Meng

Deep learning has achieved remarkable success across various fields, however, most research in this area has primarily focused on increasing network depth, leading to a relative lack of systematic exp...

Neural Processing Letters 2026-04-22 rs-8576637
neural networks network width biologically-inspired architecture feature fusion

Mostafa Hegy, Amira M. El Nazer, Adnene Laf, Efrem Amanuel Data

This study presents a forecasting and comparative analysis of moderate geomagnetic storms using artificial neural networks (ANNs). Four moderate geomagnetic storm events that occurred during 2022, in ...

Research Square 2026-04-21 rs-9461478
Geomagnetic storms SYM-H index Coronal mass ejections Artificial neural networks Space weather forecasting
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