Physics informed activation functions and loss functions for signal reconstruction and digital twinning

Brent Cook, Adryel Gainza, Bryan Portocarrero, Mubarak Mujawar, Vivek Kamat, Dan Ewing, Himanshu Upadhyay, Shekhar Bhansali

Open source

DOI
10.1038/s41598-026-52773-4
Published
2026-05-23
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
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BibTeX

@article{allodium:10.1038/s41598-026-52773-4,
  title = {Physics informed activation functions and loss functions for signal reconstruction and digital twinning},
  author = {Brent Cook and Adryel Gainza and Bryan Portocarrero and Mubarak Mujawar and Vivek Kamat and Dan Ewing and Himanshu Upadhyay and Shekhar Bhansali},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-52773-4},
  url = {https://doi.org/10.1038/s41598-026-52773-4}
}

RIS

TY  - JOUR
TI  - Physics informed activation functions and loss functions for signal reconstruction and digital twinning
AU  - Brent Cook
AU  - Adryel Gainza
AU  - Bryan Portocarrero
AU  - Mubarak Mujawar
AU  - Vivek Kamat
AU  - Dan Ewing
AU  - Himanshu Upadhyay
AU  - Shekhar Bhansali
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-52773-4
UR  - https://doi.org/10.1038/s41598-026-52773-4
ER  - 

APA

Cook, B., Gainza, A., Portocarrero, B., Mujawar, M., Kamat, V., Ewing, D., Upadhyay, H., & Bhansali, S. (2026). Physics informed activation functions and loss functions for signal reconstruction and digital twinning. Scientific Reports. https://doi.org/10.1038/s41598-026-52773-4

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