| A machine learning and computer vision approach to rapidly optimize multiscale droplet generation AE Siemenn, E Shaulsky, M Beveridge, T Buonassisi, SM Hashmi, I Drori ACS Applied Materials & Interfaces 14 (3), 4668-4679, 2022 | 30 | 2022 |
| Human evaluation of text-to-image models on a multi-task benchmark V Petsiuk, AE Siemenn, S Surbehera, Z Chin, K Tyser, G Hunter, ... arXiv preprint arXiv:2211.12112, 2022 | 18 | 2022 |
| Fast Bayesian optimization of Needle-in-a-Haystack problems using zooming memory-based initialization (ZoMBI) AE Siemenn, Z Ren, Q Li, T Buonassisi npj Computational Materials 9 (1), 79, 2023 | 15 | 2023 |
| An open-source environmental chamber for materials-stability testing using an optical proxy R Keesey, A Tiihonen, AE Siemenn, TW Colburn, S Sun, NTP Hartono, ... Digital Discovery 2 (2), 422-440, 2023 | 6 | 2023 |
| A Railgun Secondary Propulsion System for High-speed Hyperloop Transportation AE Siemenn, B Deo, F Ng, J Zhou, C Owens, SU Atue, M Forsuelo IEEE Transactions on Plasma Science, 2023 | 2 | 2023 |
| Does Energy Yield Increase when Conjoining a PV Module with a Thermoelectric Device? AE Siemenn, EE Looney, T Buonassisi, Z Liu 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 0295-0300, 2020 | 2 | 2020 |
| A dataset for learning university stem courses at scale and generating questions at a human level I Drori, S Zhang, Z Chin, R Shuttleworth, A Lu, L Chen, B Birbo, M He, ... Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 15921 …, 2023 | 1 | 2023 |
| Machine Learning Methods to Simulate Wind Energy Availability using New York State Mesonet Data A Siemenn, JM Covert, R Perez, JM Freedman 99th American Meteorological Society Annual Meeting, 2019 | 1 | 2019 |
| Autocharacterization: Automated and Scalable Semiconductor Property Estimation from High-throughput Experiments using Computer Vision AE Siemenn, E Aissi, F Sheng, A Tiihonen, H Kavak, B Das, T Buonassisi arXiv preprint arXiv:2304.14408, 2023 | | 2023 |
| Decreasing the Computing Time of Bayesian Optimization using Generalizable Memory Pruning AE Siemenn, T Buonassisi arXiv preprint arXiv:2309.04510, 2023 | | 2023 |
| Accelerating the Discovery of Rare Materials with Bounded Optimization Techniques AE Siemenn, Z Ren, Q Li, T Buonassisi NeurIPS 2022 Workshop AI4Mat (Spotlight), 2022 | | 2022 |
| A System for High-Throughput Materials Exploration Driven by Machine Learning AE Siemenn Massachusetts Institute of Technology, 2021 | | 2021 |
| Development of a Wind Extremes Forecast System for Transmission Outage Prediction JM Freedman, J Zack, M Berlinger, C Cheng, A Siemenn 99th American Meteorological Society Annual Meeting, 2019 | | 2019 |
| Geospatial Energy Potential and Life Cycle Assessment of Nearshore Oscillating Water Column Systems Along the Eastern Coast of New England, United States A Siemenn, MO Fortier AGU Fall Meeting Abstracts 2018, GC23E-1262, 2018 | | 2018 |
| Identifying Cost-effective and Sustainable Strategies to Optimize Energy Performance of School Buildings AE Siemenn, XX Romeiko International Symposium on Sustainable Systems and Technology, 2018 | | 2018 |
| Text to Graphics by Program Synthesis with Error Correction I Nikitovic, T Anil, S Madhavan, A Raghavan, Z Chin, AE Siemenn, ... | | |
Tonio BuonassisiMassachusetts Institute of TechnologyEmail confirmado em mit.edu
