ENTITY
Pablo Tejerina Pérez
Pablo Tejerina Pérez
PulseAugur coverage of Pablo Tejerina Pérez — every cluster mentioning Pablo Tejerina Pérez across labs, papers, and developer communities, ranked by signal.
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PINNs can fail to learn correct Hamilton-Jacobi solutions
A new research paper explores the limitations of physics-informed neural networks (PINNs) when solving Hamilton-Jacobi-Isaacs equations. The study found that PINNs, which typically judge solutions by the size of their s…
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New PINNs methods reconstruct holographic duals for complex quantum field theories
Researchers have developed new methods to reconstruct holographic duals for quantum field theories with large hierarchies and false vacua. Building on Physics-Informed Neural Networks (PINNs), this work extends the holo…