Integrating Physics-Based Modeling with Machine Learning: A Survey

• A Machine Learning based approach to predict road rutting considering uncertainty

  2024 Case Studies in Construction Materials article Engineering Asphalt Pavement Performance Evaluation Open access

  17

  citations
• Reply on RC2

  2023 peer-review Physics and Astronomy Model Reduction and Neural Networks Open access

  0

  citations
• Comment on gmd-2022-309

  2023 peer-review Physics and Astronomy Model Reduction and Neural Networks Open access

  0

  citations
• Reply on CEC1

  2023 peer-review Physics and Astronomy Model Reduction and Neural Networks Open access

  0

  citations
• Reply on AC2

  2023 peer-review Physics and Astronomy Model Reduction and Neural Networks Open access

  0

  citations
• Reply on RC1

  2023 peer-review Physics and Astronomy Model Reduction and Neural Networks Open access

  0

  citations
• Comment on gmd-2022-309

  2023 peer-review Physics and Astronomy Model Reduction and Neural Networks Open access

  0

  citations
• Perspectives of Physics-Based Machine Learning for Geoscientific Applications Governed by Partial Differential Equations

  2023 preprint Physics and Astronomy Model Reduction and Neural Networks Open access

  5

  citations
• Similarity assessment and model migration for measurement processes

  2023 International Journal of Quality & Reliability Management article Decision Sciences Scientific Measurement and Uncertainty Evaluation

  3

  citations
• Polyconvex anisotropic hyperelasticity with neural networks

  2021 Journal of the Mechanics and Physics of Solids article Engineering Elasticity and Material Modeling Open access

  238

  citations
• Performance Comparison for Scientific Computations on the Edge via Relative Performance

  2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) conference-paper Computer Science IoT and Edge/Fog Computing Open access

  5

  citations

11 results