Lagrangian neural networks
PulseAugur coverage of Lagrangian neural networks — every cluster mentioning Lagrangian neural networks across labs, papers, and developer communities, ranked by signal.
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Lagrangian Neural Networks Learn Complex Three-Body Interactions
Researchers have developed Lagrangian Neural Networks (LNNs) capable of learning complex mechanical systems from trajectory data. These LNNs are designed to respect the variational structure of mechanics by parameterizi…
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Lagrangian Neural Networks Learn Schwarzschild Geodesics
Researchers have developed Lagrangian Neural Networks (LNNs) capable of learning complex dynamics in curved spacetime, specifically Schwarzschild geodesics. This advancement was achieved through a novel decoupled positi…
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New neural network infers hidden physics from position data
Researchers have developed History-informed Lagrangian Neural Networks (HiLNN) to improve the long-term forecasting of mechanical systems using only position data. This new model addresses limitations of existing physic…