Ensemble of surrogates and cross-validation for rapid and accurate predictions using small data sets
Alizadeh, Reza, Jia, Liangyue, Nellippallil, Anand Balu, Wang, Guoxin, Hao, Jia, Allen, Janet K., Mistree, Farrokh
Published in AI EDAM (01.11.2019)
Published in AI EDAM (01.11.2019)
Get full text
Journal Article
An Adaptive Linear Programming Algorithm with Parameter Learning
Guo, Lin, Nellippallil, Anand Balu, Smith, Warren F., Allen, Janet K., Mistree, Farrokh
Published in Algorithms (01.02.2024)
Published in Algorithms (01.02.2024)
Get full text
Journal Article
Ontology-based uncertainty management approach in designing of robust decision workflows
Wang, Ru, Nellippallil, Anand Balu, Wang, Guoxin, Yan, Yan, Allen, Janet K., Mistree, Farrokh
Published in Journal of engineering design (02.12.2019)
Published in Journal of engineering design (02.12.2019)
Get full text
Journal Article
Systematic design space exploration using a template-based ontological method
Wang, Ru, Nellippallil, Anand Balu, Wang, Guoxin, Yan, Yan, Allen, Janet K., Mistree, Farrokh
Published in Advanced engineering informatics (01.04.2018)
Published in Advanced engineering informatics (01.04.2018)
Get full text
Journal Article
Robust, Co-design Exploration of Multilevel Product, Material, and Manufacturing Process Systems
Baby, Mathew, Rama Sushil, Rashmi, Ramu, Palaniappan, Allen, Janet K., Mistree, Farrokh, Nellippallil, Anand Balu
Published in Integrating materials and manufacturing innovation (01.03.2024)
Published in Integrating materials and manufacturing innovation (01.03.2024)
Get full text
Journal Article
A Decision-Based Design Method to Explore the Solution Space for Microstructure After Cooling Stage to Realize the End Mechanical Properties of Hot Rolled Product
Nellippallil, Anand Balu, Rangaraj, Vignesh, Allen, Janet K., Mistree, Farrokh, Gautham, B. P., Singh, Amarendra K.
Published in Proceedings of the 4th World Congress on Integrated Computational Materials Engineering (ICME 2017)
Published in Proceedings of the 4th World Congress on Integrated Computational Materials Engineering (ICME 2017)
Get full text
Book Chapter
Machine Learning-Based Multi-Objective Design Exploration Of Flexible Disc Elements
Sharma, Gehendra, Mun, Sungkwang, Lee, Nayeon, Peterson, Luke, Tellkamp, Daniela, Nellippallil, Anand Balu
Year of Publication 14.04.2023
Year of Publication 14.04.2023
Get full text
Journal Article