Publications

Huang, P., Liang, X., Zeng, Z., & Barros, A., A Physics-Informed Deep Learning Framework For Updating Digital Twins: Application On Robot Fault Diagnosis , In Proceedings of the European Safety and Reliability Conference (ESREL2026). Research Publishing Services.

Gouda, M., Battisti, M., Fang, Y., Zeng, Z., & Barros, A., An Efficient Multiple-Point Active Kriging Method for Reliability Assessment with Complex Failure Domains , In Proceedings of the European Safety and Reliability Conference (ESREL2026). Research Publishing Services.

Battisti, M., Harbi, A., Cioffi, A., Agromayor, R., Haglind, F., Persico, G. B. A., Barros, A., & Fang, Y. (2026). Distributionally Robust Bayesian Optimization For Two-Phase Convergent-Divergent Nozzle Shape Design . In Proceedings of the European Safety and Reliability Conference (pp. 147-154). Research Publishing Services.

He, J., Agromayor, R., Bergamin, A., Lee, S., Kim, G., Ik Lee, J., & Haglind, F. (Accepted/In press). Experimental and Numerical Analysis of Condensation Effects on the Aerodynamic Performance of a Supercritical Carbon Dioxide Compressor . In Proceedings of the ASME 2026 International Mechanical Engineering Congress and Exposition. The American Society of Mechanical Engineers (ASME).

Cioffi, A., Parisi, S., Agromayor, R., & Haglind, F. (Accepted/In press). Extension of the Method of Characteristics for the Design of Supersonic Stators in Two-Phase Turbines . In Proceedings of the ASME 2026 International Mechanical Engineering Congress and Exposition. The American Society of Mechanical Engineers (ASME)

Diwanji, S. P., B. Anderson , L., Agromayor, R., & Haglind, F. (2026). Advancing Turbomachinery Meanline Modeling and Optimization with Automatic Differentiation . Journal of Turbomachinery, 148(3), Article 031003. https://doi.org/10.1115/1.4069655

Cioffi, A., Bergamin, A., Agromayor, R., & Haglind, F. (2025). A Hyperbolic One-Dimensional Model for Two-Phase Flows in Converging-Diverging Nozzles .  Journal of Turbomachinery, 148(3), Article 031017. https://doi.org/10.1115/1.4069467

Diwanji, S. P., Borg Anderson, L., Agromayor, R., & Haglind, F. (Accepted/In press). Advancing Turbomachinery Meanline Modeling and Optimization with Automatic Differentiation . In Proceedings of the ASME Turbo Expo 2025. The American Society of Mechanical Engineers (ASME).

Cioffi, A., Bergamin, A., Agromayor, R., & Haglind, F. (Accepted/In press). A Hyperbolic One-Dimensional Model for Two-Phase Flows in Converging-Diverging Nozzles . In Proceedings of the ASME Turbo Expo 2025. The American Society of Mechanical Engineers (ASME).