Publications

Books

Nellippallil, A.B., Allen, J.K., Gautham, B.P., Singh, A.K., and Mistree, F., 2020, “Architecting Robust Co-Design of Materials, Products and Manufacturing Processes,” Springer Nature. DOI: 10.1007/978-3-030-45324-4.

Link to Book 1  

Ming, Z., Nellippallil, A.B., Wang, R, Wang, G., Allen. J.K., Mistree, F., 2022, “Architecting a Knowledge-Based Platform for Design Engineering 4.0,”. Springer, 

Link to Book 2

Book Chapter

Nellippallil, A.B., Berthelson, P.R., Peterson, L., and Prabhu, R.K., 2022, "Robust Concept  Exploration of Driver’s Side Vehicular Impacts for Human-Centric  Crashworthiness,” in Book: Multiscale Biomechanical Modeling of the Brain, Academic Press, pp. 153-176, ISBN: 9780128181447 DOI: Link

Journal Publications

2025

Baby, M., Mukundan, P., and Nellippallil, A. B., 2025, “Decision-Centric Co-Design Exploration of Manufacturing Supply Networks for Resilience,” ASME Journal of Computing and Information Science in Engineering, vol.25, no. 6, p. 061007; https://doi.org/10.1115/1.4068427

Digonta, H. M. D. A., Baby, M., and Nellippallil, A. B., 2025, “A Framework for the Simultaneous Multilevel Design Exploration and Decision Support of Material Structures and Manufacturing Processes,” ASME Journal of Computing and Information Science in Engineering,  vol. 25, no. 4, pp. 041003;  https://doi.org/10.1115/1.4067844

Sushil, R. R., Baby, M., Sharma, G., Nellippallil, A. B., and Ramu, P., 2025, ‘A Novel Visualization Enabled Decision Support Framework for Data-Driven Integrated Design Space Exploration,’ Structural and Multidisciplinary Optimization, vol 68, no.10; https://doi.org/10.1007/s00158-024-03946-0

Seiffi, S.H., Nellippallil, A.B., Tian, W., Yadollahi, A., Bian, L., and Prabhu, R., 2025, “A Robust Design Exploration Approach for the Integrated Inverse Design of Additive Manufacturing Process Chain,” International Journal on Interactive Design and Manufacturing (IJIDeM), https://doi.org/10.1007/s12008-024-02206-1

Perkins, R., Bakhtiarydavijani, A., Sharma, G., Nellippallil, A.B., Hammi, Y., Robinson, T., Prabhu, R., 2025, “Surrogate Modeling of Brain Trauma Risks Associated with Soccer Ball Headers,” ASME Journal of Engineering and Science in Medical Diagnostics and Therapy, vol. 8, no. 4, pp. 041102. https://doi.org/10.1115/1.4066476

2024

Wan, S., Wang, G., Nellippallil, A.B., Allen, J.K., Mistree F., and Ming, Z., 2024, “Knowledge Graph-Based Surrogate Modeling Method Representation and Recommendation,” Advanced Engineering Informatics, vol. 62, pp. 102706, https://doi.org/10.1016/j.aei.2024.102706 , Impact Factor: 8.8

Baby, M., Sushil, R. R., Ramu, P., Allen, J. K., Mistree, F., and Nellippallil, A. B., 2024, ‘Robust, Co-Design Exploration of Multilevel Product, Material, and Manufacturing Process Systems,’ Integrating Materials and Manufacturing Innovation, vol. 13, pp. 14–35; https://doi.org/10.1007/s40192-023-00324-4

Baby, M., Guptan, A., Broussard, J., Allen, J.K., Mistree, F., and Nellippallil, A.B., 2024, “A Decision Support Framework for Robust Multilevel Co-Design Exploration of Manufacturing Supply Networks,” ASME Journal of Mechanical Design, vol 146, no. 11, pp. 111704; doi.org/10.1115/1.4065369

Guo, L., Nellippallil, A.B., Smith, W., Allen, J.K., and Mistree, F., 2024, “An Enhanced Adaptive Linear Programming Algorithm Using Rule-based Parameter Learning,” Algorithms, vol. 17, no. 2, pp. 88; https://doi.org/10.3390/a17020088

Baby, M., and Nellippallil, A.B., 2024, “An Information-Decision Framework for the Multilevel Co-Design of Products, Materials, and Manufacturing Processes,” Advanced Engineering Informatics, vol. 59, pp. 102271; https://doi.org/10.1016/j.aei.2023.102271 

2023

Allen, J.K., Nellippallil, A.B., Ming, Z., Milisavljevic-Syed, J., and Mistree, F., 2023, “Designing Evolving Cyber‐Physical‐Social Systems: Research Opportunities,” ASME Journal of Computing and Information Science in Engineering, vol. 23, no. 6, pp. 060815. DOI: https://doi.org/10.1115/1.4062883  

2022

Deka, A., Nellippallil, A.B., and Hall, J., 2022, “Integrated Design Exploration of Products, Materials, and Processes in Additive Manufacturing using Inverse Design Method,” International Journal on Interactive Design and Manufacturing (IJIDeM), pp. 1-15.

Nellippallil, A.B., Berthelson, P.R., Peterson, L., and Prabhu, R., 2022, “A Computational Framework for Human-Centric Vehicular Crashworthiness Design and Decision-making under Uncertainty,” ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B: Mechanical Engineering, DOI: https://doi.org/10.1115/1.4053515  

2021

Suk, H., Sharma, A., Nellippallil, A.B., Das, A., and Hall, J., 2021, “Socio-Technical Modeling to Manage Power Distribution for Microgrid Systems with Limited Production Capacity,” ASME Journal of Solar Energy Engineering, vol. 144, no. 1, pp. 011010. DOI: https://doi.org/10.1115/1.4052328 

Wang, R., Nellippallil, A.B., Wang, G., Yan, Y., Allen, J.K. and Mistree, F., 2021, “A Process Knowledge Representation Approach for Decision Support in Design of Complex Engineered Systems,” Advanced Engineering Informatics, vol. 48, pp.101257.

2020

Ming, Z., Nellippallil, A.B., Wang, G., Yan, Y., Allen, J.K., and Mistree, F., 2020, “A Performance Based Method for Information Acquisition in Engineering Design under Multi-Parameter Uncertainty,” Information Sciences, Accepted. PDF

Nellippallil, A.B., Mohan, P., Allen, J.K., and Mistree, F., 2020, "An Inverse, Decision‐Based Design Method for Robust Concept Exploration," ASME Journal of Mechanical Design, DOI: 10.1115/1.4045877. PDF

2019

Wang, R., Nellippallil, A.B., Wang, G., Yan, Y., Allen, J.K., and Mistree, F., 2019, “Ontology-based Uncertainty Management Approach in Designing of Robust Decision Workflows, Journal of Engineering Design, DOI: 10.1080/09544828.2019.1668918. PDF

Alizadeh, R., Liangyue, J., Nellippallil, A.B., Wang, G., Hao, J., Allen, J.K., and Mistree, F., 2019, “Ensemble of Surrogates and Cross-validation for Rapid and Accurate Predictions using Small Data Sets,” Artificial Intelligence for Engineering Design, Analysis and Manufacturing, DOI: 10.1017/S089006041900026X. PDF

Nellippallil, A.B., Ming, Z., Allen, J.K., and Mistree, F., 2019, “Cloud-Based Materials and Product Realization – Fostering ICME via Industry 4.0,” Integrating Materials and Manufacturing Innovation, DOI: 10.1007/s40192-019-00139-2. PDF

2018

Nellippallil, A.B., Rangaraj, V., Gautham, B.P., Singh, A.K., Allen, J.K., and Mistree, F., 2018, " An Inverse, Decision-Based Design Method for Integrated Design Exploration of Materials, Products and Manufacturing Processes," ASME Journal of Mechanical Design. vol.140, no. 11, pp. 111403-111403-17. PDF

Ming, Z., Nellippallil, A.B., Yan, Y., Wang, G., Goh, C.-H., Allen, J.K., and Mistree, F., 2018, "PDSIDES – A Knowledge-based Platform for Decision Support in The Design of Engineering Systems," ASME Journal of Computing and Information Science in Engineering. vol. 18, no. 4, pp. 041001. PDF

Wang, R., Nellippallil, A.B., Wang, G., Yan, Y., Allen, J.K., and Mistree, F., 2018, “Systematic Design Space Exploration using a Template-Based Ontological Method,” Advanced Engineering Informatics, vol. 36, pp. 163-177. PDF

2017 

Nellippallil, A.B., Song, K. N., Goh, C.-H., Zagade, P., Gautham, B., Allen, J. K., and Mistree, F., 2017, "A Goal-Oriented, Sequential, Inverse Design Method for the Horizontal Integration of a Multi-Stage Hot Rod Rolling System," ASME Journal of Mechanical Design, vol. 139, no. 3, pp. 031403. PDF

2016

Nellippallil, A.B., De, P.S., Gupta, A., Goyal, S., and Singh, A.K., 2016, "Hot Rolling of a Non-Heat Treatable Aluminum Alloy: Thermo-Mechanical and Microstructure Evolution Model", Transactions of the Indian Institute of Metals, vol. 70, no. 5, pp. 1387-1398. PDF

Conference Publications

2025

Digonta, H. M. D. A., van Beek, A., and Nellippallil, A. B., 2025, "A Multi-Goal, Multidisciplinary Decision Support Framework for Co-Design Exploration,"  ASME Design Automation Conference,  Anaheim, California, USA. Paper No. DETC2025-169753.

Mukundan, P., Digonta, H. M. D. A.,  Baby, M., and Nellippallil, A. B.,  2025, " Alternate Robust Design Formulation and Solution Space Exploration Strategies to Manage Uncertainty in the Design of Engineering Systems," ASME Design Automation Conference,  Anaheim, California, USA. Paper No. DETC2025- 169771.

2024

Digonta, H. M. D. A., Nellippallil, A. B., and Baby, M., 2024, "Multilevel Decision Support Framework for the Simultaneous Design Exploration of Material Structures and Processes," ASME Design Automation Conference, Washington, DC, USA. Paper No. DETC2024-146330. 

Baby, M., Mukundan, P., and Nellippallil, A. B., 2024, “A Framework to Support Co-Design Exploration of Manufacturing Supply Networks for Resilience,” ASME Design Automation Conference, Washington, DC, USA. Paper. No. DETC2024-146295.

2023

Baby, M., Guptan, A., Broussard, J., Allen, J.K., Mistree, F., and Nellippallil, A.B., 2023, “A Framework to Support Multilevel Robust Co-Design of Manufacturing Supply Networks,” ASME Design Automation Conference, Boston, USA. Paper Number: 117145.

Balaji, N., Baby, M., Sushil, R.R., Sharma, G., Ramu, P., and Nellippallil, A.B., 2023, “Efficient Robust Design Space Visualization and Exploration for Many Objective Problems – A Vehicular Crashworthiness Example,” ASME Design Automation Conference, Boston, USA. Paper Number: 117199.

2022

Baby, M., and Nellippallil, A.B., 2022, “An Information-Decision Framework to Support Cooperative Decision Making in the Top-Down Design of Cyber-Physical-Manufacturing Systems,” ASME Design Automation Conference, St. Louis, MO, USA. Paper Number: IDETC2022-90836. Recognized as Paper of Distinction by ASME DAC.

Sushil, R.R., Baby, M., Sharma, G., Nellippallil, A.B., and Ramu, P., 2022, “Data Driven Integrated Design Space Exploration Using ISOM,” ASME Design Automation Conference, St. Louis, MO, USA. Paper Number: IDETC2022- 89895.

2021

Sharma, G., Nellippallil, A.B., Yingling, R., Lee, N.Y., Shores, A., Miralami, R., Stone, T.W., and Prabhu, R.K., 2021, “Multi-Objective Robust Design Exploration of a Canine Ventricular Shunt for Managing Hydrocephalus,” ASME Design Automation Conference, Paper Number IDETC2021-67353.

Deka, A., Nellippallil, A.B., and Hall, J., 2021, “Goal-Oriented Inverse Design (GOID) of Feedstock Filament for Fused Deposition Modeling,” ASME Design Automation Conference, Paper Number IDETC 2021-70503.

2020

Nellippallil, A.B., Berthelson, P.R., Peterson, L., and Prabhu, R., 2020, “Head and Neck Injury Risk Criteria-Based Robust Design for Vehicular Crashworthiness,” ASME Design Automation Conference, St. Louis, MO, USA. Paper Number IDETC2020- 22539. Invited for ASME JMD Special Issue.

Yingling, R., Nellippallil, A.B., Register, M., Hannan, T., Simmons, J., Shores, A., and Prabhu, R., 2020, “Multi-Objective Design Exploration of a Canine Ventriculoperitoneal Shunt for Hydrocephalus,” ASME Design Automation Conference, St. Louis, MO, USA. Paper Number IDETC2020- 22696.

Nair, A.V., Nellippallil, A.B., Das, A., Hall, J., Allen, J.K., and Mistree, F., 2020, “Identifying Sustainable Solutions for Water, Energy and Sanitation Needs in Off-Grid Indian Villages,” ASME Design Automation Conference, St. Louis, MO, USA. Paper Number IDETC2020- 22507.

Guo, L., Nellippallil, A.B., Smith, W., Allen, J.K., and Mistree, F., 2020, “Adaptive Linear Programming Algorithm with Parameter Learning for Managing Engineering-Design Problems,” ASME Design Automation Conference, St. Louis, MO, USA. Paper Number IDETC2020-22602.

Suk, H., Sharma, A., Nellippallil, A.B., Das, A., Hall, J., 2020, “Microgrid Power Management with Integrated Quality of Life Considerations,” ASME Design Automation Conference, St. Louis, MO, USA. Paper Number IDETC2020- 22525.

2019

Nellippallil, A.B., Mohan, P., Allen, J.K., and Mistree, F., 2019, “Inverse Thermo-Mechanical Processing (ITMP) Design of a Steel Rod during Hot Rolling Process,” ASME Design Automation Conference 2019, Anaheim, California, USA. Paper Number: IDETC2019- 97390.

Fonville, T.R., Nellippallil, A.B., Horstemeyer, M.F., Allen, J.K., and Mistree, F., 2019, “A Goal-Oriented, Inverse Decision-Based Design Method for Multi-Component Product Design,” ASME Design Automation Conference, Anaheim, California, USA. Paper Number: IDETC2019-97388.

Nellippallil, A.B., Mohan, P., Allen, J.K., and Mistree, F., 2018, "Robust Concept Exploration of Materials, Products and Associated Manufacturing Processes," ASME Design Automation Conference, Quebec City, Canada. Paper Number: DETC2018-85913.

2017

Nellippallil, A.B., Rangaraj, V., Gautham, B.P., Singh, A.K., Allen, J.K., and Mistree, F., 2017, "A Goal-Oriented, Inverse Decision-Based Design Method to Achieve the Vertical and Horizontal Integration of Models in a Hot-Rod Rolling Process Chain," ASME Design Automation Conference, Cleveland, Ohio, USA. Paper Number DETC2017‐67570.

Ming, Z., Nellippallil, A.B., Yan, Y., Wang, G., Goh, C.-H., Allen, J.K., and Mistree, F., 2017, "PDSIDES – A Knowledge-based Platform for Decision Support in The Design of Engineering Systems," ASME Design Automation Conference, Cleveland, Ohio, USA. Paper Number DETC2017‐67562.

Nellippallil, A.B., Shukla, R., Ardham, S., Goh, C-H., Allen, J.K., Mistree, F., 2017, “Exploration of Solution Space to Study Thermo-Mechanical Behavior of AA5083 Al-Alloy During Hot Rolling Process”, ASME Design Automation Conference, Cleveland, Ohio, USA. Paper Number DETC2017‐68173. Recognized as Paper of Distinction by ASME DAC.

Nellippallil, A.B., Rangaraj, V., Allen, J.K., Mistree, F., Gautham, B.P., and Singh, A.K., 2017, "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," 4th World Congress on Integrated Computational Materials Engineering (ICME 2017), Yipsilanti, Michigan, pp. 353-363.

2016

Nellippallil, A.B., Song, K.N., Goh, C-H., Zagade, P., Gautham, B.P., Allen, J.K., Mistree, F., 2016, “A Goal Oriented, Sequential Process Design of a Multi-Stage Hot Rod Rolling System”, ASME Design Automation Conference, Charlotte, NC, USA. Paper Number DETC2016-59402.

Refereed Conference Publications (Under Review)

2024

Balaji, N., Baby, M., Sharma, G., Ramu, P., and Nellippallil, A. B., 2024, "Framework for Robust Design Exploration of Composite Structures," 1st International and 7th National Conference on Multidisciplinary Design, Analysis and Optimization, IISc, Bengaluru, India.

2020

Suk, H., Sharma, A., Nellippallil, A.B., Das, A., and Hall, J., 2020, “Integrating Quality of Life in Microgrid Power Management Through the Compromise Decision Support Problem,” ASME Dynamic Systems and Control Conference. Under Review.

Suk, H., Sharma, A., Nellippallil, A.B., Das, A., and Hall, J., 2020, “A Framework for Improving Rural Microgrid Sustainability through Integrated Socio-Technical Considerations,” ICoRD'21 (8th International Conference on Research into Design). Under Review.