https://github.com/jobindjohn/ml-for-computational-models
Curated list of resources on Machine Learning for Computational Models
https://github.com/jobindjohn/ml-for-computational-models
computational computational-model fluid-mechanics literature machine-learning solid-mechanics
Last synced: about 1 month ago
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Curated list of resources on Machine Learning for Computational Models
- Host: GitHub
- URL: https://github.com/jobindjohn/ml-for-computational-models
- Owner: jobindjohn
- Created: 2021-09-27T07:02:56.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2021-09-27T14:56:41.000Z (over 3 years ago)
- Last Synced: 2025-01-27T23:18:38.401Z (3 months ago)
- Topics: computational, computational-model, fluid-mechanics, literature, machine-learning, solid-mechanics
- Homepage:
- Size: 1000 Bytes
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Machine Learning for Computational Models
## General Reviews
- von Rueden et al., 2020, [Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions | SpringerLink](https://link.springer.com/chapter/10.1007/978-3-030-44584-3_43)
- Brunton et al., 2020, [Machine Learning for Fluid Mechanics | Annual Review of Fluid Mechanics](https://www.annualreviews.org/doi/abs/10.1146/annurev-fluid-010719-060214)
## Solid Mechanics
### Injury Biomechanics
- [Deep Learning Head Model for Real-time Estimation of Entire Brain Deformation in Concussion](https://arxiv.org/abs/2010.08527)
- [Instantaneous Whole-Brain Strain Estimation in Dynamic Head Impact - PubMed](https://pubmed.ncbi.nlm.nih.gov/33126836/)