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Publications
Proceedings
2022 Annual Meeting
Computing and Systems Technology Division
Advances in Machine Learning and Intelligent Systems I
2022 Annual Meeting
Session: Advances in Machine Learning and Intelligent Systems I
Chair
Zhang, Q.
, University of Minnesota
Co-Chair
Heo, S.
, Korea Advanced Institute of Science and Technology (KAIST)
Presentations
08:00 AM
(432a) Learning-Based Estimation for Distributed Parameter Systems
Xie, J.
,
Huang, B.
,
Dubljevic, S.
08:19 AM
(432b) Developing an LSTM-ANN Model for Prediction and Optimal Control of Kappa Number and Degree of Polymerization in a Batch Pulp Digester
Choi, H. K.
,
Shah, P.
,
Kwon, J.
08:38 AM
(432c) Lstm Neural Networks and Nonlinear State Space Model Identification
Li, J.
,
Qin, S. J.
08:57 AM
(432d) Statistical Machine-Learning-Based Predictive Control of Nonlinear Time-Delay Processes
Alnajdi, A.
,
Christofides, P.
,
Abdullah, F.
,
Suryavanshi, A. V.
,
Alhajeri, M.
,
Wu, Z.
09:16 AM
(432e) Fast Symbolic Regression with Constraints
Sarwar, O.
,
Sahinidis, N.
09:35 AM
(432f) A Kinetic Model-Based Transfer Learning Approach to Predicting Cell Line-Specific Metabolic Behavior in Biomanufacturing
Lu, Y. A.
,
McCann, M. G.
,
Hu, W. S.
,
Zhang, Q.
09:54 AM
(432g) Break the Trade-Off Relationship between Detection and Diagnosis Performance through Explainable Deep Learning
Moon, I.
,
Na, J.
,
Jang, K.
,
Pilario, K.
,
Lee, N.
,
Lee, I.
10:13 AM
(432h) Demonstration of Closed-Loop Machine-Learning-Guided Experimental Platform for the Discovery of Novel Dye-like Compounds
Canty, R.
,
Koscher, B.
,
Ha, S. K.
,
Jensen, K.
,
McDonald, M.