Abstract: In this study, we present enhanced physics-informed neural networks (PINNs), which were designed to address flow field errors in four-dimensional flow magnetic resonance imaging (4D Flow MRI ...

Fuel cells promise clean power for heavy-duty transport and industrial use, but their performance often collapses under a basic constraint: water management. As fuel cells generate electricity, they ...

Ever wondered if a little AI magic could give fuel cells a turbo boost? That’s exactly what happened when a university research team teamed up with top-tier AI and simulation gurus to rethink the ...

PEMFCs have been on engineers’ radars since the late 1900s as a green alternative for cars and small gadgets. But the classic channel designs—think straight parallel lines or twisty serpentine ...

The Atlanta Braves' losing streak reached five games Friday. But much of the discussion after the San Francisco Giants' 5-4 victory centered around a bizarre moment in the fourth inning. A fan sitting ...

Article subjects are automatically applied from the ACS Subject Taxonomy and describe the scientific concepts and themes of the article. Conventional reservoir flow field characterization methods are ...

Proton Exchange Membrane Fuel Cells (PEMFCs) have received increasing attention as a renewable energy technology with the potential to reduce greenhouse gas emissions and reduce reliance on fossil ...

School of Mechanical, Electronic and Control Engineering, Beijing Jiaotong University, Beijing, China Flexible electronic skin has garnered significant interest due to its promising applications in ...