Diesel engine small-sample transfer learning fault diagnosis algorithm based on STFT time–frequency image and hyperparameter autonomous optimization deep convolutional network improved by PSO–GWO–BPNN surrogate model [PDF]
, 2022 Yangshuo Liu +3 more
openalex +1 more source
On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice [PDF]
Neurocomputing, 2020 Li Yang, A. Shami
semanticscholar +1 more source
FEBS Open Bio, EarlyView.This study optimizes a two‐step induction system to generate PGCLCs from chicken ESCs. The induced cells express germline markers and migrate to gonads in ovo, offering a novel approach for avian genetic resource conservation. Primordial germ cells (PGCs) are the progenitor cells of sperm and eggs.
Zeyu Li +10 more
wiley +1 more source
A Machine Learning Approach to 5G Infrastructure Market Optimization
, 2019 Dario Bega +4 more
openalex +2 more sources
Optimization of ventilator setting by flow and pressure waveforms analysis during noninvasive ventilation for acute exacerbations of COPD: a multicentric randomized controlled trial [PDF]
, 2011 Fabiano Di Marco +7 more
openalex +1 more source
A semi-supervised coarse-to-fine approach with bayesian optimization for lithology identification [PDF]
, 2023 Yunxin Xie +3 more
openalex +1 more source
Rethinking plastic waste: innovations in enzymatic breakdown of oil‐based polyesters and bioplastics
FEBS Open Bio, EarlyView.Plastic pollution remains a critical environmental challenge, and current mechanical and chemical recycling methods are insufficient to achieve a fully circular economy. This review highlights recent breakthroughs in the enzymatic depolymerization of both oil‐derived polyesters and bioplastics, including high‐throughput protein engineering, de novo ...
Elena Rosini +2 more
wiley +1 more source
The TRISEC framework for optimizing conversational agent design across search, experience and credence service contexts [PDF]
, 2022 Vera Blažević, Karim Sidaoui
openalex +1 more source
Production of antibacterial compounds by a Steely hybrid polyketide synthase in Dictyostelium
FEBS Open Bio, EarlyView.By selecting appropriate production species under optimised culture conditions, new chlorinated dibenzofuran compounds, which previously could not be analysed in sufficient quantities, were identified from cellular slime mould fruiting bodies. The strong antibacterial activity exhibited by these compounds suggests a link to the ecological function of ...
Tomoaki R. Yamashita +3 more
wiley +1 more source