Latest Articles for Surrogate Model

This article explores how reinforcement learning can optimize microreactor operations.

Efficient modeling techniques enhance engineering design processes and reduce costs.

Researchers are using LIMO to create specialized molecules for medicine.

Exploring new methods for optimizing quantum communication networks using machine learning.

New research reveals the significance of gravitational waves from merging black holes.

Exploring the role of surrogate models in improving aircraft design efficiency.

Introducing a novel approach to tackle complex optimization challenges in various fields.

Engineers enhance design optimization using surrogate models and Thompson Sampling.

Introducing DUCD, a privacy-focused method to protect DNNs from adversarial attacks.

This article discusses conformal prediction and its role in improving model accuracy.

Researchers are optimizing laser-plasma accelerators using machine learning for better electron beam production.

Research improves predictive modeling for safe nuclear waste storage in rock salt formations.

A look at using Bayesian methods to improve experimental efficiency in various fields.

A new model enhances predictions for complex systems affected by random factors.

A new method to improve sampling in complex Bayesian inverse problems.

Optimizing chemical research using different data sources for faster results.

A new framework simplifies clustering by tailoring solutions to specific needs.

This article investigates the threats posed by poisoning attacks on database systems.

Combining physics models and deep learning to improve predictions and manage uncertainty.

A new method speeds up solving complex equations for real-world applications.

Research on efficient predictions in laser technology shows promise.

Research on modeling combustion behavior in hybrid rockets for improved safety.

Learn how adaptive methods streamline parameter identification in science and engineering.

Fan-array wind tunnels offer new ways to study airflow effectively.

New methods improve fluid flow simulations for oil, groundwater, and carbon storage.

Learn how surrogate models help make sense of complex data.

Discover how ensemble Kalman filters improve predictions in chaotic systems.