Interactive Session: Data and Information Systems | AIChE

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Interactive Session: Data and Information Systems

Chair(s)

Severson, K., IBM Research

This session solicits posters in the broad area of Data and Information Management in the chemical engineering domain. Abstracts describing methods, applications, challenges, and tools are all welcome.

Presentations

3:30 PM
(345u) A Machine Learning Approach for the Design of a Soft Sensor in an Oil Refinery's Distillation Column
3:30 PM
(345f) Feature Extraction for Process Monitoring with Nonstationary Measurements Based on Principal Component Analysis and Mutual Information
3:30 PM
(345r) An Efficient Reinforcement Algorithm Approach to Stochastic Optimal Control with Application to Biodiesel Production.
3:30 PM
(345p) Machine Learning Assisted Prediction Modelling for Pressure Vessel Design and Stress Analysis.
3:30 PM
(345o) Data-Driven and Knowledge Hybrid Real-Time Decision Making for Exposed Chemical Hazard Based on Knowledge Graph Inference Expanded By Deep Learning
3:30 PM
(345q) Classification of Cardiomyocyte Content Differentiated from Human Induced Pluripotent Stem Cells
3:30 PM
(345i) A Comparative Analysis on Interpretability of Explainable AI (XAI) for Neural Network Based Fault Detection Methods
3:30 PM
(345e) Prediction of Nitrous Oxide Concentration in Wastewater Treatment Plants: Application and Benchmarking of Deep-Learning Models
3:30 PM
(345v) Reinforcement Learning of Optimization Strategy and Horizon Length Selection in Online Vehicle Routing
3:30 PM
(345w) Machine Biology for Infectious Diseases
3:30 PM
(345a) AI Speaker-Based Information Management and Multilingual Knowledge Service on Chemical Material Safety
3:30 PM
(345g) A Modified Bayesian Network to Handle Cyclic Causal Network in Root Cause Diagnosis of Rare Events
3:30 PM
(345s) An Integrated Machine Learning and Optimization Approach for Octane Optimization
3:30 PM
(345c) Data-Driven Dynamic Optimization Using Continuous-Time Surrogate Models
3:30 PM
(345m) Fitting of Failure Models with Bathtub-Shaped Failure Rate to Data Using Optimization Algorithms
3:30 PM
(345k) A Functional Safety System That Prescribes Optimal Time-Varying Proactive Actions

Topics 

Computing and Systems Engineering

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Pricing

Individuals

AIChE Pro Members $150.00
AIChE Emeritus Members $105.00
AIChE Graduate Student Members Free
AIChE Undergraduate Student Members Free
AIChE Explorer Members $225.00
Non-Members $225.00

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