Systems approaches to materials design: past, present, and future

R Arróyave, DL McDowell - Annual Review of Materials …, 2019 - annualreviews.org
There is increasing awareness of the imperative to accelerate materials discovery, design,
development, and deployment. Materials design is essentially a goal-oriented activity that …

An inverse, decision-based design method for integrated design exploration of materials, products, and manufacturing processes

AB Nellippallil, V Rangaraj… - Journal of …, 2018 - asmedigitalcollection.asme.org
A material's design revolution is underway with a focus to design the material microstructure
and processing paths to achieve certain performance requirements of products. A host of …

A process knowledge representation approach for decision support in design of complex engineered systems

R Wang, AB Nellippallil, G Wang, Y Yan… - Advanced Engineering …, 2021 - Elsevier
Process knowledge is of considerable significance to the digitalization and intelligentization
of the manufacturing industry. Current research on the process knowledge representation of …

Hierarchical Bayesian learning framework for multi-level modeling using multi-level data

X Jia, C Papadimitriou - Mechanical Systems and Signal Processing, 2022 - Elsevier
A hierarchical Bayesian learning framework is proposed to account for multi-level modeling
in structural dynamics. In multi-level modeling the system is considered as a hierarchy of …

A decision support framework for robust multilevel co-design exploration of manufacturing supply networks

M Baby, A Guptan, J Broussard… - Journal of …, 2024 - asmedigitalcollection.asme.org
The design of a manufacturing supply network (MSN) requires the consideration of
decisions made by different groups at multiple levels and their interactions that include …

Robust, co-design exploration of multilevel product, material, and manufacturing process systems

M Baby, R Rama Sushil, P Ramu, JK Allen… - Integrating Materials and …, 2024 - Springer
Achieving targeted product performance requires the integrated exploration of design
spaces across multiple levels of decision-making in systems comprising products, materials …

Ontology-based uncertainty management approach in designing of robust decision workflows

R Wang, AB Nellippallil, G Wang, Y Yan… - Journal of …, 2019 - Taylor & Francis
The formal representation and capturing of uncertainty knowledge are always essential but
difficult. Typically, the uncertainties due to incompleteness and inaccuracies of model …

Cloud-based materials and product realization—fostering ICME via industry 4.0

AB Nellippallil, Z Ming, JK Allen, F Mistree - Integrating Materials and …, 2019 - Springer
Facilitating integrated computational materials engineering (ICME) in the digitized world
necessitates facilitating a network of participants (material scientists, systems designers …

[LIVRO][B] Architecting robust co-design of materials, products, and manufacturing processes

AB Nellippallil, JK Allen, BP Gautham, AK Singh… - 2020 - books.google.com
This book explores systems-based, co-design, introducing a “Decision-Based, Co-
Design”(DBCD) approach for the co-design of materials, products, and processes. In recent …

A framework for designing the customer-order decoupling point to facilitate mass customization

L Guo, S Chen, JK Allen… - Journal of …, 2021 - asmedigitalcollection.asme.org
In the age of Industry 4.0, manufacturing enterprises are under pressure to improve mass
customization to satisfy evolving demands in different markets. One challenge is to fulfill …