Deep neural networks (DNNs), the machine learning algorithms underpinning the functioning of large language models (LLMs) and ...

Reservoir characterization (identification and parameter estimation) is critical for gas hydrate exploration and development. While machine learning (ML) techniques excel at capturing complex ...

As mixed-precision quantization techniques have been widely considered for balancing computational efficiency and flexibility in quantized deep neural networks (DNNs), mixed-precision ...