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  1. A machine learning framework for coal gasification process simulation ...

    2025年12月1日 · A machine learning framework, which was designed to simulate, predict, and optimize the entrained-flow coal gasification process, has been presented and validated in the present study.

  2. A physical simulation-machine learning model for optimal process ...

    2024年10月1日 · The proposed physical simulation-machine learning model in this study enables inexpensive and accurate optimization of DED-LB process parameters.

  3. Simulation debriefing as part of simulation for clinical teaching and ...

    To map the evidence of the simulation debriefing phase in simulation activities of nursing education, to address and inform clinical teaching and learning in nursing. A scoping review. A systematic review …

  4. Optimizing casting process using a combination of small data ... - Nature

    2025年2月11日 · Article Open access Published: 11 February 2025 Optimizing casting process using a combination of small data machine learning and phase-field simulations Xiaolong Pei, Jiaqi Pei, Hua …

  5. The impact of simulation facilitation on learning outcomes: A ...

    2025年4月1日 · Although facilitation in simulation-based education can encompass many different methodologies, limited data exists on the outcomes associated with all components of facilitation. …

  6. Finite element modeling and simulation of IN738 laser powder bed …

    2024年8月1日 · In this work, the strategy of machine learning-assisted L-PBF process model construction is shown in Fig. 1, which aims to quickly select the optimal parameters for finite element …

  7. Transfer learning for process fault diagnosis: Knowledge transfer from ...

    2020年8月4日 · As there inevitably is model-process mismatch, we further apply transfer learning approach to reduce the discrepancies between the simulation and physical domains. This approach …

  8. A Key to Transforming a Nursing Curriculum: Integrating a …

    The following are the components of CISES. Simulation Mapping Integrating simulation into the curriculum began with developing a curriculum map to determine its placement in the clinical courses …

  9. Effects of La on the clustering process of B2-NiAl nanoparticles in ...

    2025年9月1日 · Effects of La on the clustering process of B2-NiAl nanoparticles in maraging steels: Atomic-scale characterization and molecular dynamics simulation using deep learning potential

  10. A process-driven deep learning hydrological model for daily rainfall ...

    2024年6月1日 · Although deep learning (DL) models, especially long-short-term memory (LSTM), demonstrate greater accuracy than process-based models in rainfall-runoff simulation, the …