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TensorFlow or PyTorch Knowledge of neural networks – especially convolutional neural networks (CNNs) Understanding of image processing techniques – including filtering, edge detection, and image segmentation
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demonstrated experience developing, validating and applying models to support prototype design and experimental testing are key for the position. As an effective communicator and collaborative team member, you
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design and prototyping, including FPGA/SoC platforms, sensor and actuator interfacing, real-time hardware integration, and use of CAD/CAM and additive manufacturing tools for prototype fabrication and
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relevant to physics, such as CNNs for image-based field prediction, Graph Neural Networks (GNNs), or Physics-Informed Neural Networks (PINNs) Solid grasp of numerical methods, partial differential equations