Nastaran Shahmansouri

According to our database, Nastaran Shahmansouri authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Copresheaf Topological Neural Networks: A Generalized Deep Learning Framework.

Mustafa Hajij, Lennart Bastian, Sarah Osentoski, Hardik Kabaria, John L. Davenport, Sheik Dawood, Balaji Cherukuri, Joseph G. Kocheemoolayil, Nastaran Shahmansouri, Adrian Lew, Theodore Papamarkou, Tolga Birdal

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Experiential Views: Towards Human Experience Evaluation of Designed Spaces using Vision-Language Models.

Bon Adriel Aseniero, Michael Lee, Yi Wang, Qian Zhou, Nastaran Shahmansouri, Rhys Goldstein

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

2023

Sustainability through Optimal Design of Buildings for Natural Ventilation using Updated Comfort and Occupancy Models.

Jihoon Chung, Nastaran Shahmansouri, Rhys Goldstein, James Stoddart, John Locke

CoRR, 2023

Advancing Fluid-Based Thermal Management Systems Design: Leveraging Graph Neural Networks for Graph Regression and Efficient Enumeration Reduction.

Saeid Bayat, Nastaran Shahmansouri, Satya R. T. Peddada, Alex Tessier, Adrian Butscher, James T. Allison

CoRR, 2023

Extracting Design Knowledge from Optimization Data: Enhancing Engineering Design in Fluid Based Thermal Management Systems.

Saeid Bayat, Nastaran Shahmansouri, Satya R. T. Peddada, Alex Tessier, Adrian Butscher, James T. Allison

CoRR, 2023

Multi-split configuration design for fluid-based thermal management systems.

Saeid Bayat, Nastaran Shahmansouri, Satya R. T. Peddada, Alexander Tessier, Adrian Butscher, James T. Allison

CoRR, 2023