PhD Thesis

Xuereb Conti, Z. (2019)

Bayesian Network Metamodels for Inference-driven Design-space Exploration.

Doctoral Dissertation, Singapore University of Technology and Design

Xuereb Conti, Z., & Kaijima, S. (2021) 

Explainable ML: Augmenting the interpretability of numerical simulation using Bayesian networks.

In The Routledge Companion to Artificial Intelligence in Architecture, 1st ed. Routledge, (in press).

Heckmann, O., Budig, M., Xuereb Conti, Z., Chern Xi Cheng, R. & Lo Tian Tian, S. (2020) 

User-driven Parcellation of High-rise Units For Future Urban Habitation.

In Proceedings of the International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA),Volume 1, pp. 751-760

Budig, M., Heckmann, O., Hudert, M., Ng, A.Q.B., Xuereb Conti, Z., & Lork, CJH. (2020) 

Computational screening-LCA tools for early design stages

In International Journal of Architectural Computing, 1478077120947996

Xuereb Conti, Z., & Kaijima, S. (2018) 

A Flexible Simulation Metamodel for Exploring Multiple Design Spaces.

In Proceedings of the IASS Symposium 2018, Creativity in Structural Design, July 16-20, 2018, MIT, Boston, USA, Caitlin Mueller, Sigrid Adriaenssens (eds.)

Anderson, D., Perez, K. B.,Xuereb Conti, Z., Otto, K., & Wood, K. (2018)

Design Processes of Design Automation Practitioners.

Paper presented at the ASME 2018 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference.

Xuereb Conti, Z., & Kaijima, S. (2018) 

Enabling Inference in Performance-Driven Design Exploration.

In Humanizing Digital Reality (pp. 177-188). Springer, Singapore.

Xuereb Conti, Z., & Kaijima, S. (2017)

A Knowledge-oriented Approach to Performance-driven design Using Probabilistic Graphical Models.

In Proceedings of theInternational Association for Shell and Spatial Structures (IASS).

Kaijima, S., Xuereb Conti, Z., Sakhaei, A. H., & Dunn, M. L. (2016) 

Parametric Finite Element Contact Analysis and Optimization for Topologically Interlocking Joinery Using Design of Experiments. In Proceedings of theInternational Association for Shell and Spatial Structures (IASS) Symposium.

Sakhaei, A. H., Kaijima, S., Xuereb Conti, Z., & Dunn, M. L. (2016).

Integrating User-Defined Elements for Topologically Interlocking Joints and Application in Large Scale Structural Analysis. In International Association for Shell and Spatial Structures (IASS) Symposium.

Kaijima, S., Xuereb Conti, Z., & Dunn, M. L. (2016).

A Design Oriented Workflow to Prototype Functionally Graded Designs based on Solid Finite Element Analysis. 

International Association for Shell and Spatial Structures (IASS).

Kaijima, S., Xuereb Conti, Z., & Dunn, M. L. (2015).

Parametric Finite Element Contact Analysis for Topologically Interlocking Joinery. 

Proceedings of the International Association for Shell and Spatial Structures (IASS).