Maxwell's equations
PulseAugur coverage of Maxwell's equations — every cluster mentioning Maxwell's equations across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
-
New NOTES framework enhances PDE-constrained optimization with neural operators
Researchers have developed a novel Neural Operator-enabled Topology-informed Evolutionary Strategy (NOTES) for optimizing physical systems governed by partial differential equations. This approach combines a DeepONet-ba…
-
AI model reconstructs 3D magnetic fields with high precision
Researchers have developed a novel Physics-Informed Neural Network (PINN) to reconstruct and map 3D magnetic fields in areas where direct measurement is difficult. This AI framework integrates Maxwell's equations into i…
-
Hybrid physics-informed neural networks advance electricity system design
A new review paper explores the use of hybrid physics-informed neural networks (PIML) for enhancing electricity systems. These methods embed physical laws into machine learning models, improving accuracy and efficiency,…
-
FLASH-MAX neural net reconstructs Maxwell's equations from sparse data
Researchers have developed FLASH-MAX, a novel neural network architecture designed for the rapid and precise reconstruction of electromagnetic fields from limited data. This architecture embeds Maxwell's equations direc…