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Chemical Process

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Showing 1–25 of 58 papers

TitleStatusHype
PC-Gym: Benchmark Environments For Process Control ProblemsCode2
On the Implementation of a Bayesian Optimization Framework for Interconnected SystemsCode1
SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemical ProcessesCode1
Real-Time Machine-Learning-Based Optimization Using Input Convex Long Short-Term Memory NetworkCode1
Latent Variable Method Demonstrator -- Software for Understanding Multivariate Data Analytics AlgorithmsCode1
Towards Foundation Model for Chemical Reactor Modeling: Meta-Learning with Physics-Informed AdaptationCode1
Application of Neural Network in Optimization of Chemical Process—0
An Order-Invariant and Interpretable Hierarchical Dilated Convolution Neural Network for Chemical Fault Detection and Diagnosis—0
A Feature Importance Analysis for Soft-Sensing-Based Predictions in a Chemical Sulphonation Process—0
Adaptive Contraction-based Control of Uncertain Nonlinear Processes using Neural Networks—0
A sensitivity-based approach to optimal sensor selection for process networks—0
AutoChemSchematic AI: A Closed-Loop, Physics-Aware Agentic Framework for Auto-Generating Chemical Process and Instrumentation Diagrams—0
BOIS: Bayesian Optimization of Interconnected Systems—0
Chance Constrained Policy Optimization for Process Control and Optimization—0
A review of neural network algorithms and their applications in supercritical extraction—0
A comprehensive spatial-temporal infection model—0
Data-driven surrogate modelling and benchmarking for process equipment—0
Data-driven parallel Koopman subsystem modeling and distributed moving horizon state estimation for large-scale nonlinear processes—0
Deep Anomaly Detection on Tennessee Eastman Process Data—0
Economic data-enabled predictive control using machine learning—0
Artificial Neural Network and Its Application Research Progress in Chemical Process—0
Flowsheet synthesis through hierarchical reinforcement learning and graph neural networks—0
Approximating arrival costs in distributed moving horizon estimation: A recursive method—0
Fuzzy Model Identification and Self Learning with Smooth Compositions—0
Data augmentation for machine learning of chemical process flowsheets—0
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