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Convolutional Neural Nets: Foundations, Computations, and New Applications

Jan 13, 2021
Shengli Jiang, Victor M. Zavala

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Dynamic penalty function approach for constraints handling in reinforcement learning

Dec 22, 2020
Haeun Yoo, Victor M. Zavala, Jay H. Lee

* Submitted to ADCHEM 2021 

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Overlapping Schwarz Decomposition for Nonlinear Optimal Control

May 15, 2020
Sen Na, Sungho Shin, Mihai Anitescu, Victor M. Zavala

* 14 pages 

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Unifying Theorems for Subspace Identification and Dynamic Mode Decomposition

Mar 16, 2020
Sungho Shin, Qiugang Lu, Victor M. Zavala

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On the Convergence of the Dynamic Inner PCA Algorithm

Mar 12, 2020
Sungho Shin, Alex D. Smith, S. Joe Qin, Victor M. Zavala

* In Proceedings of Foundations of Process Analytics and Machine Learning, 2019 

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