Subhayan De

发表论文 22 篇 · 总被引 389 次 · h-index 10

代表论文

• On transfer learning of neural networks using bi-fidelity data for uncertainty propagation (2020 · International Journal for Uncertainty Quantification · 被引 59)
• Topology optimization under uncertainty using a stochastic gradient-based approach (2019 · Structural And Multidisciplinary Optimization · 被引 59)
• Bi-fidelity modeling of uncertain and partially unknown systems using DeepONets (2022 · Computational Mechanics · 被引 50)
• PINN surrogate of Li-ion battery models for parameter inference. Part I: Implementation and multi-fidelity hierarchies for the single-particle model (2023 · Journal of Energy Storage · 被引 47)
• PINN surrogate of Li-ion battery models for parameter inference. Part II: Regularization and application of the pseudo-2D model (2023 · Journal of Energy Storage · 被引 41)
• Neural network training using ℓ1-regularization and bi-fidelity data (2021 · Journal of Computational Physics · 被引 31)