2022 Annual Meeting

Session: Data-Driven Dynamic Modeling, Estimation and Control III

Chair

Paulson, J., The Ohio State University

Co-Chair

Shah, U., Google

Presentations

03:30 PM

(182a) Data-Driven Discovery of Sparse Dynamical Model of Cardiac System for Model Predictive Control

03:49 PM

(182b) Convex Optimal Control of Multi-Time-Scale Systems Using Input Convex Temporal Convolutional Neural Networks

04:08 PM

(182c) Predicting Goal Attainment in Control-Oriented Behavioral Interventions Using a Data-Driven System Identification Approach

04:27 PM

(182d) Modeling Tipping Points in the Reduced-Order Stochastic Dynamics of a Population of Interacting Agents

04:46 PM

(182e) Reduced-Order Modeling and Predictive Control of Nonlinear Processes Using Machine Learning

05:05 PM

(182f) Recovery of Transparent Dynamic Models from Black-Box Systems Using Symbolic Regression.

05:24 PM

(182g) Process Aware Data Driven Modeling and Model Predictive Control of Monoclonal Antibody Bioreactor

05:43 PM

(182h) Learning Linear Representations of Nonlinear Dynamics Using Deep Learning