Augmented Grad-CAM++: Super-Resolution Saliency Maps for Visual Interpretation of Deep Neural Network

Y Gao, J Liu, W Li, M Hou, Y Li, H Zhao - Electronics, 2023 - mdpi.com
In recent years, deep neural networks have shown superior performance in various fields,
but interpretability has always been the Achilles' heel of deep neural networks. The existing …

A Novel Fibonacci-Sequence-Based Chaotification Model for Enhancing Chaos in One-Dimensional Maps

M Nazish, MT Banday - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
Chaotic maps have found applications in a wide range of fields. However, many existing one-
dimensional (1-D) chaotic maps suffer from limitations. Their smaller chaotic regions restrict …

Serial multilevel-learned differential evolution with adaptive guidance of exploration and exploitation

J Yu, K Wang, Z Lei, J Cheng, S Gao - Expert Systems with Applications, 2024 - Elsevier
Recent years have witnessed a surge in the development of multilevel variants of differential
evolution (DE), significantly enhancing the performance of DE algorithms. However …

Study on Aerodynamic Drag Reduction by Plasma Jets for 600 km/h Vacuum Tube Train Sets

A Li, H Cui, Y Guan, J Deng, Y Zhang, W Deng - Machines, 2023 - mdpi.com
In order to break through the speed bottleneck, researchers envision using tubes to cover
high-speed maglev trains and extract some of the air inside the tubes, creating a low-density …

An improved log-cosine variation slime mold-simplified gated recurrent neural network for the high-precision state of charge estimation of lithium-ion batteries

J Tao, S Wang, W Cao, M Zhang, ED Bobobee - Journal of Energy Storage, 2024 - Elsevier
Accurate estimation of SOC is crucial for the safe and efficient utilization of electric vehicles,
portable devices and renewable energy systems. Neural networks have become a powerful …

Quantum-classical correspondence of chaotic dynamics in a continuously driven system

K Li, YX Liu, SC Li - Physical Review A, 2024 - APS
We investigate both classical and quantum chaotic dynamics of a two-mode Bose-Einstein
condensate driven by a continuously periodic field. We calculate the quantities, including …

[HTML][HTML] Modeling and optimization of a passive building HVAC system based on improved PSO and HJ Algorithm

J Li, M Wang, P Fang, Q Zhao, X Zheng, H Gao - Energy Reports, 2024 - Elsevier
Passive buildings employ the principles of active optimization and passive priority to
demonstrate their energy-saving, comfortable, and cost-effective qualities, thereby …

Differential Vectors Empower Snow Ablation Optimizer

T Lu, H Li, Y Yang, Z Yu, Z Lei… - 2023 IEEE 11th Joint …, 2023 - ieeexplore.ieee.org
The Snow Ablation Optimizer (SAO) algorithm represents a new intelligent search method
founded on the sublimation and melting phenomena of snow. It incorporates a dual …

CWDE: A Novel LSHADE Variant with Cauchy Distribution-based Weight Selection

K Wang, S Liu, L Qi, J Yang… - 2023 IEEE 11th Joint …, 2023 - ieeexplore.ieee.org
Differential evolution (DE) is a long-standing methodology for resolving intricate optimization
concerns. LSHADE is an effective variation of DE. It has been successful in numerous …

Particle Swarm Optimization with Gaussian Disturbance-based Elite Population for Single-objective Problem

Z Zhang, Q Sui, L Qi, Y Song… - 2023 IEEE 11th Joint …, 2023 - ieeexplore.ieee.org
Single-objective optimization, especially with con-straints, is the most common class of
problems in biology, society, and energy. Among various optimization algorithms, swarm …