ML-Applied-for-Physics

Virtual Flow Metering

https://www.sciencedirect.com/science/article/pii/S0920410519309088

NN regulated by Physics

https://arxiv.org/abs/1710.11431

https://towardsdatascience.com/physics-guided-neural-networks-pgnns-8fe9dbad9414

https://dl4physicalsciences.github.io/files/nips_dlps_2017_slides_karpatne.pdf

RL to assist engineering design process

https://blog.insightdatascience.com/using-reinforcement-learning-to-design-a-better-rocket-engine-4dfd1770497a

Deep learning for Vortex Induced Vibrations

https://osf.io/5eabr/download/

Quantum ML

https://phys.org/news/2019-09-quantum-convolutional-neural-networks.html

ML for scientific discoveries

https://towardsdatascience.com/using-unsupervised-machine-learning-to-uncover-hidden-scientific-knowledge-6a3689e1c78d

https://www.technologyreview.com/s/614597/a-neural-net-solves-the-three-body-problem-100-million-times-faster/?fbclid=IwAR0cB33qgivS8Gll1p6WXY-r4httsOPmvlvOd-2y41LRNBub4mZswvIA_do