359 citations: Standard PIML fails for nonlinear hyperbolic PDEs with shock discontinuities in two-phase porous media transport. The breakthrough? Adding minimal diffusion enables accurate neural network learning.
📖 www.dl.begellhouse.com/journals/558...
#PIML #ScientificML
Just discovered: FREE Physics-Informed Machine Learning course by Dr. Navid Zobeiry at University of Washington!
9 lectures + code. Funded by Boeing. #PIML #MachineLearning
🔗 Course: www.youtube.com/playlist?lis...
🔗 Slides: composites.uw.edu/AI/
Just discovered: FREE Physics-Informed Machine Learning course by Dr. Navid Zobeiry at University of Washington!
9 lectures + code. Funded by Boeing. #PIML #MachineLearning
🔗 Course: www.youtube.com/playlist?lis...
🔗 Slides: composites.uw.edu/AI/
Just discovered: FREE Physics-Informed Machine Learning course by Dr. Navid Zobeiry at University of Washington!
9 lectures + code. Funded by Boeing. #PIML #MachineLearning
🔗 Course: www.youtube.com/playlist?lis...
🔗 Slides: composites.uw.edu/AI/
hot pink AGU sign in DC
My first day at my first #AGU #AGU24 in DC is in the books! Spent the day learning about physics-informed neural networks #PINN #PIML. Will spend the week at #ERW, #CDR, and #carbonstorage presentations. Lots from Shaina Kelly’s lab at Columbia! If you’re here, hit me up!
