(a) A feasible route for developing large materials models capable of describing the structure-property relationship of materials. The universal materials model of DeepH accepts an arbitrary material ...
Recent advances described in Nature Materials and Cypris Q highlight deep generative models and transformer-based architectures like AtomGPT, capable of proposing atomic structures validated by ...
The artificial intelligence models that turn text into images are also useful for generating new materials. Over the last few years, generative materials models from companies like Google, Microsoft, ...
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