Alexander E. Siemenn

According to our database, Alexander E. Siemenn authored at least 9 papers between 2021 and 2025.

Collaborative distances:

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

2025

Closed-Loop Robotic Manipulation of Transparent Substrates for Self-Driving Laboratories using Deep Learning Micro-Error Correction.

Kelsey Fontenot, Anjali Gorti, Iva Goel, Tonio Buonassisi, Alexander E. Siemenn

CoRR, December, 2025

2024

Deep learning robotics using self-supervised spatial differentiation drive autonomous contact-based semiconductor characterization.

Alexander E. Siemenn, Basita Das, Kangyu Ji, Fang Sheng, Tonio Buonassisi

CoRR, 2024

2023

Vision-driven Autocharacterization of Perovskite Semiconductors.

Alexander E. Siemenn, Eunice Aissi, Fang Sheng, Armi Tiihonen, Hamide Kavak, Basita Das, Tonio Buonassisi

CoRR, 2023

Decreasing the Computing Time of Bayesian Optimization Using Generalizable Memory Pruning.

Alexander E. Siemenn, Tonio Buonassisi

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

A Dataset for Learning University STEM Courses at Scale and Generating Questions at a Human Level.

Iddo Drori, Sarah J. Zhang, Zad Chin, Reece Shuttleworth, Albert Lu, Linda Chen, Bereket Birbo, Michele He, Pedro Lantigua, Sunny Tran, Gregory Hunter, Bo Feng, Newman Cheng, Roman Wang, Yann Hicke, Saisamrit Surbehera, Arvind Raghavan, Alexander E. Siemenn, Nikhil Singh, Jayson Lynch, Avi Shporer, Nakul Verma, Tonio Buonassisi, Armando Solar-Lezama

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Human Evaluation of Text-to-Image Models on a Multi-Task Benchmark.

Vitali Petsiuk, Alexander E. Siemenn, Saisamrit Surbehera, Zad Chin, Keith Tyser, Gregory Hunter, Arvind Raghavan, Yann Hicke, Bryan A. Plummer, Ori Kerret, Tonio Buonassisi, Kate Saenko, Armando Solar-Lezama, Iddo Drori

CoRR, 2022

Fast Bayesian Optimization of Needle-in-a-Haystack Problems using Zooming Memory-Based Initialization.

Alexander E. Siemenn, Zekun Ren, Qianxiao Li, Tonio Buonassisi

CoRR, 2022

2021

Autonomous Optimization of Fluid Systems at Varying Length Scales.

Alexander E. Siemenn, Evyatar Shaulsky, Matthew Beveridge, Tonio Buonassisi, Sara M. Hashmi, Iddo Drori

CoRR, 2021

Online Preconditioning of Experimental Inkjet Hardware by Bayesian Optimization in Loop.

Alexander E. Siemenn, Matthew Beveridge, Tonio Buonassisi, Iddo Drori

CoRR, 2021