Efficient Tuning of an Isotope Separation Online System Through Safe Bayesian Optimization with Simulation-Informed Gaussian Process for the Constraints by Santiago Ramos Garces, Ivan De Boi, João Pedro Ramos, Marc Dierckx, Lucia Popescu, Stijn Derammelaere

Subjects: Get full text

Advanced Monte Carlo for Acquisition Sampling in Bayesian Optimization by Javier Garcia-Barcos, Ruben Martinez-Cantin

Subjects: “…Bayesian optimization…”
Get full text

Deep learning with Bayesian Hyperparameter Optimization for Precise Electrocardiogram Signals Delineation by Annisa Darmawahyuni, Winda Kurnia Sari, Nurul Afifah, Siti Nurmaini, Jordan Marcelino, Rendy Isdwanta

Subjects: “…bayesian optimization…”
Get full text

Interpretable machine learning approach to predict Hepatitis C virus NS5B inhibitor activity using voting-based LightGBM and SHAP by Teuku Rizky Noviandy, Aga Maulana, Irvanizam Irvanizam, Ghazi Mauer Idroes, Nur Balqis Maulydia, Trina Ekawati Tallei, Muhammad Subianto, Rinaldi Idroes

Subjects: “…Bayesian optimization…”
Get full text

Bayesian-Optimized Convolutional Neural Networks for Classifying Primary Tumor Origin of Brain Metastases from MRI by Jawed Nawabi, Semil Eminovic, Alexander Hartenstein, Georg Lukas Baumgaertner, Nils Schnurbusch, Madhuri Rudolph, David Wasilewski, Julia Onken, Eberhard Siebert, Edzard Wiener, Georg Bohner, Andrea Dell'Orco, Mike P. Wattjes, Bernd Hamm, Uli Fehrenbach, Tobias Penzkofer

Subjects: Get full text

High‐dimensional Bayesian optimization for metamaterial design by Zhichao Tian, Yang Yang, Sui Zhou, Tian Zhou, Ke Deng, Chunlin Ji, Yejun He, Jun S. Liu

Subjects: “…high‐dimensional bayesian optimization…”
Get full text

Dissolved Oxygen Modeling by a Bayesian-Optimized Explainable Artificial Intelligence Approach by Qiulin Li, Jinchao He, Dewei Mu, Hao Liu, Shicheng Li

Subjects: Get full text

Performance evaluation of rock fragmentation prediction based on RF‐BOA, AdaBoost‐BOA, GBoost‐BOA, and ERT‐BOA hybrid models by Junjie Zhao, Diyuan Li, Jian Zhou, Danial J. Armaghani, Aohui Zhou

Subjects: “…Bayesian optimization…”
Get full text

Optimize Gate-All-Around Devices Using Wide Neural Network-Enhanced Bayesian Optimization by Jiaye Shen, Zhiqiang Li, Zhenjie Yao

Subjects: “…Bayesian optimization…”
Get full text

Development of graphical user interface for design of experiments via Gaussian process regression and its case study by Yoshiki Hasukawa, Mikael Kuwahara, Lauren Takahashi, Keisuke Takahashi

Subjects: Get full text

Bayesian Optimization for Instruction Generation by Antonio Sabbatella, Francesco Archetti, Andrea Ponti, Ilaria Giordani, Antonio Candelieri

Subjects: Get full text

Optimization of milling process of AISI 4340 Steel for enhanced tool life and surface quality using response surface methodology and bayesian technique by Laura Peña-Parás, Martha Rodríguez-Villalobos, Demófilo Maldonado-Cortés, Elisa Margarita Mendoza-Zamarripa, Stephany Elizabeth Vargas-Piedra, Sumaiya Saima Sultana, Octavio Muñiz-Cepeda, Héctor de la Fuente

Subjects: Get full text

Applications and challenges in designing VHH-based bispecific antibodies: leveraging machine learning solutions by Michael Mullin, James McClory, Winston Haynes, Justin Grace, Nathan Robertson, Gino van Heeke

Subjects: “…Bayesian optimization…”
Get full text

The Effects of Post-Processing and Geometric Parameters on the Compressive Strength of Additively Manufactured Resin Lattice Structures by Chance Hattrick

Subjects: “…bayesian optimization…”
Get full text

Hyperparameter optimization of machine learning models for predicting actual evapotranspiration by Chalachew Muluken Liyew, Elvira Di Nardo, Stefano Ferraris, Rosa Meo

Subjects: Get full text

Reinforcement Learning-Based Augmentation of Data Collection for Bayesian Optimization Towards Radiation Survey and Source Localization by Jeremy Marquardt, Leonard Lucas, Stylianos Chatzidakis

Subjects: Get full text

Optimisasi Hyperparameter BiLSTM Menggunakan Bayesian Optimization untuk Prediksi Harga Saham by Fandi Presly Simamora, Ronsen Purba, Muhammad Fermi Pasha

Subjects: Get full text

Optimizing Power Consumption in Aquaculture Cooling Systems: A Bayesian Optimization and XGBoost Approach Under Limited Data by Sina Ghaemi, Hessam Gholmohamadi, Amjad Anvari-Moghaddam, Birgitte Bak-Jensen

Subjects: Get full text

Prediction of loess collapsibility coefficient using bayesian optimized random forest model by Wan Zhang, Jiangtao Guo, Zhaopeng Li, Ruifang Cheng, Cuiping Ning, Hongfeng Niu, Ze Liu

Subjects: Get full text

A Methodology for Forecasting Demands in a Water Distribution Network Based on the Classical and Neural Networks Approach by Yesid Coy, Laura González, Laura Basto, Valeria Rodríguez, Santiago Gómez, Juan Perafán, Simón Cardona, Alejandra Tabares, Juan Saldarriaga

Subjects: Get full text