IEEE

Evolutionary Algorithms for Optimizing Wind Turbine Blade Design

Abstract: Wind turbine blade design is a complex multi-objective optimization challenge, requiring a balance between aerodynamic efficiency, structural integrity, and cost minimization. This study ...
IEEE

SSFT: Algorithm and Hardware Co-design for Structured Sparse Fine-Tuning of Large Language Models

Abstract: A significant number of users depend on Large Language Models (LLMs) for downstream tasks, but training LLMs from scratch remains prohibitively expensive. Sparse finetuning (SFT) has emerged ...
IEEE

A Wideband Pseudo-CPW-Based Grid Antenna: Novel Design and Optimization via Space-Mapped Cascaded DNN and PSO Algorithm

Abstract: In this article, we propose a novel wideband grid array antenna (GAA) based on a pseudo-coplanar waveguide (PCPW) configuration. The short side of grid, slots, and shorted parasitic patches ...
IEEE

A Matching-Based Escape Routing Algorithm With Variable Design Rules and Multiple Constraints

Abstract: Escape routing is a critical problem in printed circuit board (PCB) routing, and its quality dramatically affects the cost of the PCB design. Unlike the traditional escape routing that works ...
IEEE

Computational Geometry and its Applications in Advanced Algorithm Design

Abstract: Computational geometry improves numerous processes. Mathematics and computer science underpin this strategy. This abstract discusses computational geometry's importance and how it may ...
IEEE

Convergence speed analysis of Precise Point Positioning based on multiple systems of CNES product

Abstract: This paper investigates the impact of multi-GNSS integration on the convergence performance of Precise Point Positioning (PPP), using observations from GPS, Galileo, and BDS constellations.
IEEE

Efficient Hardware Architecture Design of K-Means Clustering Algorithm for AV1 Palette Mode Coding

Abstract: The palette mode is a specialized coding tool for coding screen content video in Alliance for Open Media Video 1 (AV1), and K-means clustering is a necessary step in the palette mode.
IEEE

Optimization and Performance Analysis of the SIREN Algorithm for Lossless Image Compression Across Various Medical Imaging Modalities

Abstract: Modern healthcare depends significantly on medical imaging technology which enables both patient diagnosis and medical treatment development and research activities. Efficient storage and ...
IEEE

Exploration of Design Alternatives for Reducing Idle Time in Shor's Algorithm: A Study on Monolithic and Distributed Quantum Systems

Abstract: Shor's algorithm is one of the most prominent quantum algorithms, yet finding efficient implementations remains an active research challenge. While many approaches focus on low-level modular ...
IEEE

Tutorial: ADC-Based Serial Links: Design and Analysis

Abstract: Growing serial I/O data rates, over both severe low-pass electrical and dispersive optical channels, necessitate increased equalization complexity and consideration of more ...
IEEE

Wideband and Low Insertion Loss Microwave Bandpass Filter Inverse Design Method Based on Convolutional Neural Network Fitting Model and Genetic Algorithm

Abstract: To overcome the limitations of traditional bandpass filter design methods, which heavily rely on designer expertise and predefined topology, this paper proposes an inverse design methodology ...
IEEE

Comparative Analysis of Deep Learning Algorithms for Image Classification

Abstract: Image classification is one of the highly explored fields in artificial intelligence and computer vision, due to its widespread applications such as medical image analysis, autonomous cars, ...