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Chemical Process

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Showing 26–50 of 58 papers

TitleStatusHype
BOIS: Bayesian Optimization of Interconnected Systems—0
Real-Time Machine-Learning-Based Optimization Using Input Convex Long Short-Term Memory NetworkCode1
Robust Machine Learning Modeling for Predictive Control Using Lipschitz-Constrained Neural Networks—0
Structured Pruning of Neural Networks for Constraints Learning—0
Deep Anomaly Detection on Tennessee Eastman Process Data—0
An Order-Invariant and Interpretable Hierarchical Dilated Convolution Neural Network for Chemical Fault Detection and Diagnosis—0
Data augmentation for machine learning of chemical process flowsheets—0
Graph Neural Networks with Trainable Adjacency Matrices for Fault Diagnosis on Multivariate Sensor Data—0
Quantifying constraints determining independent activation on NMDA receptors mediated currents from evoked and spontaneous synaptic transmission at an individual synapse—0
SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemical ProcessesCode1
A sensitivity-based approach to optimal sensor selection for process networks—0
SFILES 2.0: An extended text-based flowsheet representation—0
Flowsheet synthesis through hierarchical reinforcement learning and graph neural networks—0
Latent Variable Method Demonstrator -- Software for Understanding Multivariate Data Analytics AlgorithmsCode1
Spatial-temporal associations representation and application for process monitoring using graph convolution neural network—0
Emergent simulation of cell-like shapes satisfying the conditions of life using lattice-type multiset chemical modelCode0
Adaptive Contraction-based Control of Uncertain Nonlinear Processes using Neural Networks—0
A Grid-Structured Model of Tubular Reactors—0
Machine Learning-Based Soft Sensors for Vacuum Distillation Unit—0
Artificial Neural Network and Its Application Research Progress in Chemical Process—0
Application of Neural Network in Optimization of Chemical Process—0
Subsystem decomposition and state estimation of nonlinear processes with implicit time-scale multiplicity—0
Control Contraction Metric Synthesis for Discrete-time Nonlinear Systems—0
A review of neural network algorithms and their applications in supercritical extraction—0
A Feature Importance Analysis for Soft-Sensing-Based Predictions in a Chemical Sulphonation Process—0
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