Machine Learning‐Driven Multi‐Objective Optimization of Microchannel Reactors for CO₂ Conversion
This study introduces a novel method that combines CFD, RSM, and ML to improve a microreactor's performance utilizing the Sabatier reaction. A range of ML models is assessed, and the best one is selected to predict optimal reactor conditions. ML shows the ability to predict performance in just milliseconds, leading to a decrease in computational time ...
Sandeep Kumar+2 more
wiley +1 more source
Impact of nitroglycerin on machine-learning fractional flow reserve in coronary computed tomography (CT)-angiography. [PDF]
Zhou Y+8 more
europepmc +1 more source
This study compares the electrochemical performance of high‐entropy alloys (HEA) and oxides (HEO) as supercapacitor electrodes. HEO demonstrates superior energy and power density due to its capacitive behavior and surface redox reactions, while HEA relies on diffusion‐controlled processes.
Öyküm Başgöz+3 more
wiley +1 more source
Association of vessel fractional flow reserve (vFFR) with luminal obstruction and plaque characteristics as detected by optical coherence tomography (OCT) in patients with NSTE-ACS: the FAST OCT study. [PDF]
Ziedses des Plantes AC+15 more
europepmc +1 more source
Evaluating machine learning accuracy in detecting significant coronary stenosis using CCTA-derived fractional flow reserve: Meta-analysis and systematic review. [PDF]
van Noort D+13 more
europepmc +1 more source
Dobutamine stress echocardiography after positive CCTA: diagnostic performance using fractional flow reserve and instantaneous wave-free ratio as reference standards. [PDF]
Tjellaug Bråten A+3 more
europepmc +1 more source
Diagnostic Performance of On-Site Automatic Coronary Computed Tomography Angiography-Derived Fractional Flow Reserve. [PDF]
Hwang D+7 more
europepmc +1 more source
Optical Coherence Tomography Measures Predicting Fractional Flow Reserve: The OMEF Study. [PDF]
Vergallo R+13 more
europepmc +1 more source
Related searches:
AIMS In patients with acute myocardial infarction (MI) and multivessel coronary artery disease, percutaneous coronary intervention (PCI) of non-infarct-related artery reduces death or MI.
J. Lee+28 more
semanticscholar +1 more source