Physics-informed reduced-order learning from the first principles for simulation of quantum nanostructures

HIGHLIGHTS

• who: Martin Veresko from the DepartmentClarkson University have published the article: Physics-informed reduced-order learning from the first principles for simulation of quantum nanostructures, in the Journal: Scientific Reports Scientific Reports
• what: The physics-informed POD-Galerkin simulation methodology based on the global quantum POD m u00ad odel50 has been applied to investigate its learning ability for simulations of two QD structures, one influenced by external electric field and the other by internal potential and BCs.
• how: With 6 selected QSs for each field a total of 102 samples/snapshots of the . . .
  

   

  

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