Evidence item

DeepMind says its PINN method discovered unstable fluid singularities and addressed longstanding mathematical challenges. DIRECT_TEXT

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Source: Discovering new solutions to century-old problems in fluid dynamics · locator {} · excerpt hash sha256:c64e807a2ee6db21a3139fd093524cf39bce9b26e5012d72c9b22e6ab9165c50

Our use of PINNs goes beyond their typical role as general-purpose tools used for solving partial differential equations (PDEs). By embedding mathematical insights directly into the training, we were able to capture elusive solutions — such as unstable singularities — that have long-challenged conventional methods.