Latest Articles for Optimization

An overview of softmax functions and attention mechanisms in large language models.

Discover how neural networks enhance the trajectory planning process for hypersonic vehicles.

A method to estimate costs driving agent actions in uncertain settings.

Strategies to cut cooling energy use in data centers for better efficiency.

A new benchmark suite evaluates PyTorch models for better performance insights.

A new approach for efficient stochastic optimization in various fields.

Exploring how Wasserstein PAC-Bayes enhances algorithm performance on unseen data.

New Ising machines improve problem-solving speed and efficiency for complex logical challenges.

A new Sobel operator improves edge detection speed and accuracy using GPU technology.

A new method for faster test case selection in software testing.

This paper outlines methods to create integrated energy systems for cleaner energy use.

A method for improving parameter selection in ReaxFF models using HSIC.

Improving ion source efficiency in fusion experiments through strategic adjustments.

This article focuses on the efficient blending of hydrogen into natural gas networks.

A practical guide to shape optimization techniques for improving structural performance.

A new approach to enhance fairness in hiring academics using quality metrics.

Improving radiation treatment while protecting healthy tissues.

A new framework enhances performance in hyperdimensional computing.

A new method enhances short-term power predictions for solar and wind energy.

A look at how QB-QAOA improves optimization in quantum computing.

Optimizations improve the lattice Boltzmann method for better GPU performance in fluid simulations.

New methods enhance image clarity and assess uncertainty in medical imaging.

A guide on effective methods for nonsmooth nonconvex optimization challenges.

A method for large language models to refine answers through self-analysis.

Phylo2Vec offers a new approach to analyzing evolutionary relationships among species.

A method that addresses complex optimization issues in image processing and control systems.

GOMEA library combines Python and C++ for efficient optimization solutions.

A method to estimate camera spectral sensitivity without specialized equipment.

A new method speeds up Y-mixer design using TetraOpt and quantum computing.

Innovative methods to enhance submodular function maximization in online and offline settings.

A new method for estimating scene flow without human labels improves speed and accuracy.

A new method improves the efficiency of excited state calculations in molecular chemistry.

A new method boosts GAN training speed and image quality.

Research focuses on improving protocols for creating and controlling quantum gates.

New framework enhances clustering methods for better predictions in data analysis.

This article explores the significance of sparse solutions in tensor complementarity problems.

A new protocol reduces communication costs in multi-agent systems while achieving consensus.

Exploring the complexities of designing electric vertical takeoff and landing aircraft.

A new model enhances communication between GPUs during machine learning training.

This article discusses using IRS to boost security in integrated sensing and communication systems.