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14 International Symposium on Process Systems Engineering |
Yoshiyuki Yamashita; Manabu Kano
Elsevier
14 International Symposium on Process Systems Engineering
A multi-output machine learning approach for generation of surrogate models in process engineering
Authors

Jimena Ferreira; Martín Pedemonte; Ana Inés Torres

ARI Id

1665405755442_16681233

Access

Not Available Free

Pages

1771-1776

Table of Contents of Book
Showing 1 to 20 of 390 entries
Chapters/HeadingsAuthor(s)PagesInfo
Title Page
i
Copyright
iv
Preface
xvii-xviii
International Program Committee
xix-xxii
Invited Papers and Extended Abstracts
Actions toward carbon-neutral society with fuel cell technology
Yoshihiko Hamamura
1-5
Challenges and Opportunities for Process Systems Engineering in a Changed World
Rafiqul Gani; Xi Chen; Mario R. Eden; Seyed S. Mansouri; Mariano Martin; Iqbal M. Mujtaba; Orakotch Padungwatanaroj; Kosan Roh; Luis Ricardez-Sandoval; Hirokazu Sugiyama; Jinsong Zhao; Edwin Zondervan
7-20
PSE Tools and Challenges in the Development of Advanced Pharmaceutical Manufacturing
Yingjie Chen; Pooja Bhalode; Yang Ou; Marianthi Ierapetritou
21-24
Experience and Perspectives on our Journey towards Deep Decarbonization
Iftekhar A. Karimi; Shamsuzzaman Farooq
25-30
Surrogate Modeling and Surrogate-Based Optimization with Stochastic Simulations
Samira Mohammadi; Bianca Williams; Selen Cremaschi
31-40
Application of PSE into social changes: biomass-based production, recycling systems, and regional systems design and assessment
Yasunori Kikuchi
41-46
Q-MPC: Integration of Reinforcement Learning and Model Predictive Control for Safe Learning
Tae Hoon Oh; Jong Min Lee
47-55
Presentation abstract: Optimization formulations for machine learning surrogates
Francesco Ceccon; Jordan Jalving; Joshua Haddad; Alexander Thebelt; Calvin Tsay; Carl D. Laird; Ruth Misener
57-58
Pharma PSE: a multiscale approach for reimagining pharmaceutical manufacturing
Hirokazu Sugiyama
59-64
Artificial Intelligence and Process Systems Engineering
Raghunthan Rengaswamy
65-66
Contributed Papers: Process and Product Design/Synthesis
Reinventing the Chemicals/Materials Company: Transitioning to a Sustainable Circular Enterprise
George Stephanopoulos; Bhavik R. Bakshi; George Basile
67-72
Value Chain Optimization of a Xylitol Biorefinery with Delaunay Triangulation Regression Models
Nikolaus I. Vollmer; Krist V. Gernaey; Gürkan Sin
73-78
Evaluating the Impact of Model Uncertainties in Superstructure Optimization to Reduce the Experimental Effort
Stefanie Kaiser; Sebastian Engell
79-84
Retrosynthesis Pathway Design Using Hybrid Reaction Templates and Group Contribution-Based Thermodynamic Models
W. Wang; Q. Liu; L. Zhang; Y. Dong; J. Du
85-90
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 390 entries
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