32 citations · 43 across the 3 of their papers we have counts for
3 papers
math.NA2024★ 11 cited
Partial-differential-algebraic equations of nonlinear dynamics by Physics-Informed Neural-Network: (I) Operator splitting and framework assessment
Loc Vu-Quoc, Alexander Humer
Several forms for constructing novel physics-informed neural-networks (PINN) for the solution of partial-differential-algebraic equations based on derivative operator splitting are…
cs.LG2022★ 32 cited
Deep learning applied to computational mechanics: A comprehensive review, state of the art, and the classics
Loc Vu-Quoc, Alexander Humer
Three recent breakthroughs due to AI in arts and science serve as motivation: An award winning digital image, protein folding, fast matrix multiplication. Many recent developments…
cond-mat.mtrl-sci2016
Non-Linear Modes in Lithium Niobate Ferroelectrics with niobium antisite defects
Atrayee Bhattacharya, Kamal Choudhary, Santanu Das +2
Ferroelectric belongs to an important class of materials showing very interesting nonlinear optical properties that have a variety of application in photonic devices In a discrete…