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ORCIDBibTeX records: Chetan S. Kulkarni
@article{DBLP:journals/cii/FernandezCKCC24,
author = {Juan Fern{\'{a}}ndez Salas and
Matteo Corbetta and
Chetan S. Kulkarni and
Juan Chiach{\'{\i}}o and
Manuel Chiach{\'{\i}}o},
title = {Training of physics-informed Bayesian neural networks with {ABC-SS}
for prognostic of Li-ion batteries},
journal = {Comput. Ind.},
volume = {155},
pages = {104058},
year = {2024},
url = {https://doi.org/10.1016/j.compind.2023.104058},
doi = {10.1016/J.COMPIND.2023.104058},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cii/FernandezCKCC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/SalasCBCK24,
author = {Juan Fern{\'{a}}ndez Salas and
Juan Chiach{\'{\i}}o and
Jos{\'{e}} Barros and
Manuel Chiach{\'{\i}}o and
Chetan S. Kulkarni},
title = {Physics-guided recurrent neural network trained with approximate Bayesian
computation: {A} case study on structural response prognostics},
journal = {Reliab. Eng. Syst. Saf.},
volume = {243},
pages = {109822},
year = {2024},
url = {https://doi.org/10.1016/j.ress.2023.109822},
doi = {10.1016/J.RESS.2023.109822},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/SalasCBCK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/TeubertJCKD23,
author = {Christopher Teubert and
Katelyn J. Jarvis and
Matteo Corbetta and
Chetan S. Kulkarni and
Matthew J. Daigle},
title = {ProgPy: Python Packages for Prognostics and Health Management of Engineering
Systems},
journal = {J. Open Source Softw.},
volume = {8},
number = {87},
pages = {5099},
year = {2023},
url = {https://doi.org/10.21105/joss.05099},
doi = {10.21105/JOSS.05099},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jossw/TeubertJCKD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/ChaoKGF22,
author = {Manuel Arias Chao and
Chetan S. Kulkarni and
Kai Goebel and
Olga Fink},
title = {Fusing physics-based and deep learning models for prognostics},
journal = {Reliab. Eng. Syst. Saf.},
volume = {217},
pages = {107961},
year = {2022},
url = {https://doi.org/10.1016/j.ress.2021.107961},
doi = {10.1016/J.RESS.2021.107961},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/ChaoKGF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/TianHKF22,
author = {Yuan Tian and
Minghao Han and
Chetan S. Kulkarni and
Olga Fink},
title = {A prescriptive Dirichlet power allocation policy with deep reinforcement
learning},
journal = {Reliab. Eng. Syst. Saf.},
volume = {224},
pages = {108529},
year = {2022},
url = {https://doi.org/10.1016/j.ress.2022.108529},
doi = {10.1016/J.RESS.2022.108529},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/TianHKF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08445,
author = {Yuan Tian and
Minghao Han and
Chetan S. Kulkarni and
Olga Fink},
title = {A Prescriptive Dirichlet Power Allocation Policy with Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2201.08445},
year = {2022},
url = {https://arxiv.org/abs/2201.08445},
eprinttype = {arXiv},
eprint = {2201.08445},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02555,
author = {Luca Biggio and
Tommaso Bendinelli and
Chetan S. Kulkarni and
Olga Fink},
title = {Dynaformer: {A} Deep Learning Model for Ageing-aware Battery Discharge
Prediction},
journal = {CoRR},
volume = {abs/2206.02555},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02555},
doi = {10.48550/ARXIV.2206.02555},
eprinttype = {arXiv},
eprint = {2206.02555},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/data/ChaoKGF21,
author = {Manuel Arias Chao and
Chetan S. Kulkarni and
Kai Goebel and
Olga Fink},
title = {Aircraft Engine Run-to-Failure Dataset under Real Flight Conditions
for Prognostics and Diagnostics},
journal = {Data},
volume = {6},
number = {1},
pages = {5},
year = {2021},
url = {https://doi.org/10.3390/data6010005},
doi = {10.3390/DATA6010005},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/data/ChaoKGF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacic/HulseBHTKG21,
author = {Daniel E. Hulse and
Arpan Biswas and
Christopher Hoyle and
Irem Y. Tumer and
Chetan S. Kulkarni and
Kai Goebel},
title = {Exploring Architectures for Integrated Resilience Optimization},
journal = {J. Aerosp. Inf. Syst.},
volume = {18},
number = {10},
pages = {665--678},
year = {2021},
url = {https://doi.org/10.2514/1.i010942},
doi = {10.2514/1.I010942},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jacic/HulseBHTKG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00732,
author = {Manuel Arias Chao and
Chetan S. Kulkarni and
Kai Goebel and
Olga Fink},
title = {Fusing Physics-based and Deep Learning Models for Prognostics},
journal = {CoRR},
volume = {abs/2003.00732},
year = {2020},
url = {https://arxiv.org/abs/2003.00732},
eprinttype = {arXiv},
eprint = {2003.00732},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04001,
author = {Yuan Tian and
Manuel Arias Chao and
Chetan S. Kulkarni and
Kai Goebel and
Olga Fink},
title = {Real-Time Model Calibration with Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2006.04001},
year = {2020},
url = {https://arxiv.org/abs/2006.04001},
eprinttype = {arXiv},
eprint = {2006.04001},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/SierraOGK19,
author = {Gina Sierra and
Marcos E. Orchard and
Kai Goebel and
Chetan S. Kulkarni},
title = {Battery health management for small-size rotary-wing electric unmanned
aerial vehicles: An efficient approach for constrained computing platforms},
journal = {Reliab. Eng. Syst. Saf.},
volume = {182},
pages = {166--178},
year = {2019},
url = {https://doi.org/10.1016/j.ress.2018.04.030},
doi = {10.1016/J.RESS.2018.04.030},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/SierraOGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-01529,
author = {Manuel Arias Chao and
Chetan S. Kulkarni and
Kai Goebel and
Olga Fink},
title = {Hybrid deep fault detection and isolation: Combining deep neural networks
and system performance models},
journal = {CoRR},
volume = {abs/1908.01529},
year = {2019},
url = {http://arxiv.org/abs/1908.01529},
eprinttype = {arXiv},
eprint = {1908.01529},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-01529.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartcomp/SunDSBK18,
author = {Fangzhou Sun and
Abhishek Dubey and
Chinmaya Samal and
Hiba Baroud and
Chetan S. Kulkarni},
title = {Short-Term Transit Decision Support System Using Multi-task Deep Neural
Networks},
booktitle = {2018 {IEEE} International Conference on Smart Computing, {SMARTCOMP}
2018, Taormina, Sicily, Italy, June 18-20, 2018},
pages = {155--162},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/SMARTCOMP.2018.00086},
doi = {10.1109/SMARTCOMP.2018.00086},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smartcomp/SunDSBK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imm/KulkarniGDG15,
author = {Chetan S. Kulkarni and
George Gorospe and
Matthew J. Daigle and
Kai Goebel},
title = {A testbed for implementing prognostic methodologies on cryogenic propellant
loading systems},
journal = {{IEEE} Instrum. Meas. Mag.},
volume = {18},
number = {4},
pages = {5--15},
year = {2015},
url = {https://doi.org/10.1109/MIM.2015.7155766},
doi = {10.1109/MIM.2015.7155766},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/imm/KulkarniGDG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itaero/KulkarniCBG12,
author = {Chetan S. Kulkarni and
Jose Celaya and
Gautam Biswas and
Kai Goebel},
title = {Prognostics Health Management and Physics Based Failure Models for
Electrolytic Capacitors},
booktitle = {Infotech@Aerospace 2012, Garden Grove, California, USA, June 19-21,
2012},
year = {2012},
url = {https://doi.org/10.2514/6.2012-2602},
doi = {10.2514/6.2012-2602},
timestamp = {Fri, 05 May 2017 13:12:21 +0200},
biburl = {https://dblp.org/rec/conf/itaero/KulkarniCBG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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