Howard, Amanda
- Self-adaptive weighting and sampling for physics-informed neural networks
2025/11/07 by Wenqian Chen, Chen, Wenqian, Amanda A. Howard +3 · 3 citations
Physics and Astronomy · Mathematics · Materials Science · #Model Reduction and Neural Networks #Numerical methods for differential equations #Machine Learning in Materials Science
- What do physics-informed DeepONets learn? Understanding and improving training for scientific computing applications
2024/11/27 by Emily Williams, Williams, Emily, Amanda A. Howard +5 · 1 citation
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Computational Physics and Python Applications #Distributed and Parallel Computing Systems