-
2021
Development and Simulation of PID-Controller Fuel Cell System with DC-DC Boost Converter
Published 2025-01-01“…In the context of the global shift towards sustainable energy, fuel cells have emerged as a promising technology due to their high efficiency and low environmental impact. …”
Get full text
Article -
2022
Enhancing blockchain transaction classification with ensemble learning approaches
Published 2025-07-01“…Various ML classification algorithms are applied to the selected features from two ensemble feature selection algorithms as the base learners to make initial predictions. …”
Get full text
Article -
2023
Flexible Configurable Modular Neural Network-Based OFDM Receiver
Published 2025-07-01“…The proposed OFDM receiver for all considered modulation types provided error rates comparable to those of the baseline algorithms under favorable channel conditions (moderate delay spread with low Doppler spread) and outperformed baseline algorithms in severe conditions (channel with a large delay spread and high Doppler spread). …”
Get full text
Article -
2024
DDPG-Based UAV-RIS Framework for Optimizing Mobility in Future Wireless Communication Networks
Published 2025-06-01“…A modified K-means clustering algorithm is used to efficiently partition the ground users (GUs) considering the newly added GUs as well. …”
Get full text
Article -
2025
Combined Treatment of Giant Extra-Intracranial Arteriovenous Malformation
Published 2025-04-01“…In addition, arteriovenous malformations can cause nutritional disorders (trophism) of the soft tissues located near them. Extracranial arteriovenous malformations are rare and dangerous vascular anomalies. …”
Get full text
Article -
2026
A tutorial on ‘capped utilisation’ as a metric and key performance target in NHS England’s Model Hospital operating theatres database: caution for international healthcare systems...
Published 2024-10-01“…It has proved unachievable in any sustainable way, and its underlying algorithm produces aberrant values. We discuss the serious consequences of basing other national policies or funding models on a fundamentally flawed metric. …”
Get full text
Article -
2027
Forecasting Stock Market Volatility Using Housing Market Indicators: A Reinforcement Learning-Based Feature Selection Approach
Published 2025-01-01“…To directly address these issues, our innovative approach utilizes a spatial attention-based Transductive Long Short-Term Memory (TLSTM) model combined with a Reinforcement Learning (RL) strategy, which is further enhanced by a novel scope loss function for refined feature selection and an Artificial Bee Colony (ABC) algorithm for hyperparameter optimization. The TLSTM model surpasses traditional LSTM models by effectively capturing subtle temporal shifts and prioritizing data points proximate to the test sample, thereby enhancing model generalization. …”
Get full text
Article -
2028
High-fidelity tissue super-resolution imaging achieved with confocal2 spinning-disk image scanning microscopy
Published 2025-08-01“…Additionally, the DPA-PR algorithm effectively corrects Stokes shifts, optical aberrations, and other non-ideal conditions, achieving a lateral resolution of 144 nm and an axial resolution of 351 nm, and a linear correlation of up to 92% between the original confocal and the reconstructed image, thereby enabling high-fidelity super-resolution imaging. …”
Get full text
Article -
2029
Controllability test for nonlinear datatic systems
Published 2024-12-01“…Starting with a specific target state, our algorithm can iteratively propagate controllability from a known state ball to a new one. …”
Get full text
Article -
2030
Structural health monitoring based on three-dimensional point cloud technology: A systematic review
Published 2025-09-01“…Future efforts should optimize intelligent algorithms to shift 3D point cloud technology from ''single technological breakthrough'' to ''systemic capability development,'' supporting automated structural health monitoring and resilient urban development.…”
Get full text
Article -
2031
NOVEL MICROWAVE SENSOR FOR ENHANCED BIOCHEMICAL DETECTION AND PREDICTION THROUGH MACHINE LEARNING FOR INDUSTRIAL APPLICATIONS
Published 2024-12-01“…The changing dielectric constant of the analyte induces a frequency shift, allowing for the identification of different materials. …”
Get full text
Article -
2032
Trends in the sustainable use of artificial intelligence: a bibliometric approach
Published 2025-05-01“…Abstract The application of artificial intelligence (AI) in sustainable practices entails the utilization of techniques and algorithms to address environmental, social, and economic challenges with the objective of promoting sustainability across various sectors. …”
Get full text
Article -
2033
Machine learning applied to the design and optimization of polymeric materials: A review
Published 2025-04-01“…Machine learning (ML) offers a promising solution to this issue. By leveraging ML algorithms, researchers can accelerate the design process, predict material properties more rapidly, and optimize formulations. …”
Get full text
Article -
2034
Discontinuous surface extraction method based on 3D point cloud
Published 2025-03-01“…The methodology integrates K-nearest neighbor (KNN) search and random sample consensus (RANSAC) algorithms to compute normal vectors, followed by mean shift clustering for preliminary grouping and Euclidean clustering for discontinuity orientation. …”
Get full text
Article -
2035
Comparative Analysis of Control Strategies for Microgrid Energy Management with a Focus on Reinforcement Learning
Published 2024-01-01“…The depletion of fossil fuel reserves and the urgent need to cut greenhouse gas emissions are driving a significant shift in the global energy sector. This transformation necessitates advanced energy management strategies in microgrids to integrate renewable energy sources efficiently. …”
Get full text
Article -
2036
Systematic identification and targeting of master regulator checkpoints (MRC) governing tumor microenvironment-mediated immune evasion
Published 2025-06-01“…Pharmacological inhibition of subpopulation-specific MRC proteins can thus help reprogram the TIME and potentially abrogate or modulate its immunosuppressive state. This paradigm shift, away from single ligand/receptor targeting, is supported by recent algorithmic, experimental, and clinical advances allowing systematic identification of MRCs and their pharmacological modulators using systems immunology-based approaches. …”
Get full text
Article -
2037
Assessment and Experimental Validation of Grid-Forming Inverters’ Capability Counteracting Low-Frequency Oscillations
Published 2025-04-01“…While power-electronics-based flexible AC transmission systems (FACTSs) have been the primary solution, the shift of IBR control toward grid forming (GFM) is changing this approach. …”
Get full text
Article -
2038
Bone diagenesis and stratigraphic implications from Pleistocene karst systems
Published 2025-02-01“…Eleven chemometric indices considering the different bone components (phosphates, carbonates, organic phase), together with the apatite unit cell parameters and cell volume were evaluated by 9 machine learning algorithms for bone diagenesis/stratigraphic classification. …”
Get full text
Article -
2039
Research on the Enhancement and Development of the Resilience Assessment System for Underground Engineering Disaster Risk
Published 2025-06-01“…The integration of intelligent static assessment models based on artificial intelligence algorithms can effectively enhance the accuracy of resilience evaluations. …”
Get full text
Article -
2040
Unraveling the Reshaping of Human Resource Management Function: the mediating role of artificial intelligence
Published 2025-06-01“… The dynamic nature of the modern work environment is characterized by increasing complexity, diversity, and adaptability beyond traditional workplaces. This shift is predominantly driven by advanced technologies that are transforming human resource management functions within organizations. …”
Get full text
Article