Alexander E. Siemenn
Massachusetts Institute of Technology(US)
Publications by Year
Research Areas
Machine Learning in Materials Science, Advanced Multi-Objective Optimization Algorithms, Industrial Vision Systems and Defect Detection, Perovskite Materials and Applications, Quantum Dots Synthesis And Properties
Most-Cited Works
- → A Machine Learning and Computer Vision Approach to Rapidly Optimize Multiscale Droplet Generation(2022)52 cited
- → Fast Bayesian optimization of Needle-in-a-Haystack problems using zooming memory-based initialization (ZoMBI)(2023)31 cited
- → Using scalable computer vision to automate high-throughput semiconductor characterization(2024)15 cited
- → Human Evaluation of Text-to-Image Models on a Multi-Task Benchmark(2022)13 cited
- → A Railgun Secondary Propulsion System for High-Speed Hyperloop Transportation(2023)12 cited
- → An open-source environmental chamber for materials-stability testing using an optical proxy(2023)10 cited
- → Archerfish: a retrofitted 3D printer for high-throughput combinatorial experimentation via continuous printing(2025)6 cited
- → Democratizing self-driving labs through user-developed automation infrastructure(2025)5 cited
- → A Dataset for Learning University STEM Courses at Scale and Generating Questions at a Human Level(2023)3 cited