💡 NOTE: If you're interested in BAxUS, please consider using Bounce, which comes with an improved trust region management policy, an easier setup, and batch parallelism. benchmark_runner.py -id 100 ...

In the domain of metamaterials, the push toward automated design has been accelerated by advances in generative machine learning. The advent of deep ...

Abstract: Gas turbine model can be used for many applications that can improve gas turbine operation's efficiency and reliability. Artificial Neural Network (ANN) was identified as a good technique ...

Existing algorithms for predicting milling chatter have not been widely adopted in industry since they require specialized instruments to measure the stability inputs. This study describes how the ...

Schug discusses the role of surrogate modelling in chromatographic method development and process optimization. Surrogate modelling is emerging as a powerful tool in chromatographic method development ...

ABSTRACT: The rapid proliferation of the Internet of Things (IoT) and Industrial IoT (IIoT) has revolutionized industries through enhanced connectivity and automation. However, this expansion has ...

Abstract: Federated Bayesian Optimization (FBO) enables collaborative optimization across distributed data sources without direct data exchange, addressing privacy concerns in domains such as ...

1 Department of Civil Engineering, King Saud University, Riyadh, Saudi Arabia 2 Department of Civil, Materials, and Environmental Engineering, The University of Illinois Chicago, Chicago, IL, United ...

College of Materials Science and Engineering, Shenyang University of Chemical Technology, Shenyang, Liaoning 110142, China Institute of New Materials, Shenyang Research Institute of Chemical Industry, ...

Department of Engineering, University of Cambridge, Cambridge CB2 1CB2 1PZ, U.K.