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Joseph David Hart

Joseph D. Hart

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affiliation (PhD 2018): University of Maryland, College Park, MD, USA

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2020 – today

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2024
[i6]
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  - journals/corr/abs-2401-00885
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Joseph D. Hart:
Attractor reconstruction with reservoir computers: The effect of the reservoir's conditional Lyapunov exponents on faithful attractor reconstruction. CoRR abs/2401.00885 (2024)
2023
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  - journals/corr/abs-2303-00585
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Chad Nathe, Chandra S. Pappu, Nicholas A. Mecholsky, Joseph D. Hart, Thomas L. Carroll, Francesco Sorrentino:
Reservoir Computing with Noise. CoRR abs/2303.00585 (2023)
[i4]
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  - journals/corr/abs-2308-14504
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Brandon Redding, Joseph B. Murray, Joseph D. Hart, Zheyuan Zhu, Shuo S. Pang, Raktim Sarma:
Fiber optic computing using distributed feedback. CoRR abs/2308.14504 (2023)
2022
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  - journals/corr/abs-2205-02267
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Thomas L. Carroll, Joseph D. Hart:
Time Shifts to Reduce the Size of Reservoir Computers. CoRR abs/2205.02267 (2022)
[i2]
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  - journals/corr/abs-2211-17095
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Joseph D. Hart, Francesco Sorrentino, Thomas L. Carroll:
Optimizing time-shifts for reservoir computing using a rank-revealing QR algorithm. CoRR abs/2211.17095 (2022)
2020
[i1]
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  - journals/corr/abs-2010-15289
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Amitava Banerjee, Joseph D. Hart, Rajarshi Roy, Edward Ott:
Link inference of noisy delay-coupled networks: Machine learning and opto-electronic experimental tests. CoRR abs/2010.15289 (2020)

2010 – 2019

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2018
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Joseph David Hart:
Experiments on networks of coupled opto-electronic oscillators and physical random number generators. University of Maryland, College Park, MD, USA, 2018
2017
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Joseph D. Hart, Rajarshi Roy, Thomas E. Murphy:
Optical random number generation - harvesting entropy from noise and chaos. CISS 2017: 1

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