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Tuor, Aaron
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1

Learning Constrained Parametric Differentiable Predictive C..:

Drgoňa, Ján ; Tuor, Aaron ; Vrabie, Draguna
IEEE Transactions on Systems, Man, and Cybernetics: Systems.  54 (2024)  6 - p. 3596-3607 , 2024
Link: https://doi.org/10.1109/..
 
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2

Neuro-physical dynamic load modeling using differentiable p..:

, In: 2023 IEEE Power & Energy Society General Meeting (PESGM),
Abhyankar, Shrirang ; Drgona, Jan ; Tuor, Aaron. - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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3

Dissipative Deep Neural Dynamical Systems:

Drgona, Jan ; Tuor, Aaron ; Vasisht, Soumya.
IEEE Open Journal of Control Systems.  1 (2022)  - p. 100-112 , 2022
Link: https://doi.org/10.1109/..
 
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4

Koopman-based Differentiable Predictive Control for the Dyn..:

, In: 2022 American Control Conference (ACC),
King, Ethan ; Drgona, Jan ; Tuor, Aaron... - p. 2194-2201 , 2022
Link: https://doi.org/10.23919..
 
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5

Differentiable predictive control: Deep learning alternativ..:

Drgoňa, Ján ; Kiš, Karol ; Tuor, Aaron..
Journal of Process Control.  116 (2022)  - p. 80-92 , 2022
Link: https://doi.org/10.1016/..
 
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6

Neural Ordinary Differential Equations for Nonlinear System..:

, In: 2022 American Control Conference (ACC),
Rahman, Aowabin ; Drgona, Jan ; Tuor, Aaron. - p. 3979-3984 , 2022
Link: https://doi.org/10.23919..
 
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7

Neural Lyapunov Differentiable Predictive Control:

, In: 2022 IEEE 61st Conference on Decision and Control (CDC),
Mukherjee, Sayak ; Drgona, Jan ; Tuor, Aaron.. - p. 2097-2104 , 2022
Link: https://doi.org/10.1109/..
 
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8

Systematic Evaluation of Backdoor Data Poisoning Attacks on..:

, In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW),
Truong, Loc ; Jones, Chace ; Hutchinson, Brian... - p. 3422-3431 , 2020
Link: https://doi.org/10.1109/..
 
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9

Recurrent Neural Network Attention Mechanisms for Interpret..:

, In: Proceedings of the First Workshop on Machine Learning for Computing Systems,
Brown, Andy ; Tuor, Aaron ; Hutchinson, Brian. - p. 1-8 , 2018
Link: https://dl.acm.org/doi/1..
 
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10

Deep Learning Classification of Cheatgrass Invasion in the ..:

Larson, Kyle B. ; Tuor, Aaron R.
Remote Sensing.  13 (2021)  7 - p. 1246 , 2021
Link: https://doi.org/10.3390/..
 
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11

Physics-constrained deep learning of multi-zone building th..:

Drgoňa, Ján ; Tuor, Aaron R. ; Chandan, Vikas.
Energy and Buildings.  243 (2021)  - p. 110992 , 2021
Link: https://doi.org/10.1016/..
 
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12

Differentiable Predictive Control with Safety Guarantees: A..:

Cortez, Wenceslao Shaw ; Drgona, Jan ; Tuor, Aaron..
http://arxiv.org/abs/2208.02319.  , 2022
Link: http://arxiv.org/abs/220..
 
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13

Structural Inference of Networked Dynamical Systems with Un..:

Koch, James ; Chen, Zhao ; Tuor, Aaron..
http://arxiv.org/abs/2207.04962.  , 2022
Link: http://arxiv.org/abs/220..
 
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14

Neural Lyapunov Differentiable Predictive Control:

Mukherjee, Sayak ; Drgoňa, Ján ; Tuor, Aaron..
http://arxiv.org/abs/2205.10728.  , 2022
Link: http://arxiv.org/abs/220..
 
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15

Koopman-based Differentiable Predictive Control for the Dyn..:

King, Ethan ; Drgona, Jan ; Tuor, Aaron...
http://arxiv.org/abs/2203.08984.  , 2022
Link: http://arxiv.org/abs/220..
 
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