Sotabase

Career

· Graduate Student, UC Berkeley AUTOLAB2019–
· Alumni, Berkeley Artificial Intelligence Research Lab (BAIR)

Publications (0)

De novo design of picomolar SARS-CoV-2 miniprotein inhibitors
Science · 2020
446
cited
Design of protein-binding proteins from the target structure alone
Nature · 2022
439
cited
Multilateral surgical pattern cutting in 2D orthotropic gauze with deep reinforcement learning policies for tensioning
IEEE International Conference on Robotics and Automation · 2017
144
cited
SWIRL: A sequential windowed inverse reinforcement learning algorithm for robot tasks with delayed rewards
Int. J. Robotics Res. · 2018
74
cited
Tumor localization using automated palpation with Gaussian Process Adaptive Sampling
2016 IEEE International Conference on Automation Science and Engineering (CASE) · 2016
73
cited
Reconfigurable asymmetric protein assemblies through implicit negative design
bioRxiv · 2021
60
cited
HIRL: Hierarchical Inverse Reinforcement Learning for Long-Horizon Tasks with Delayed Rewards
arXiv.org · 2016
41
cited
Transferrin receptor targeting by de novo sheet extension
Proceedings of the National Academy of Sciences of the United States of America · 2021
30
cited
Towards Automating Precision Irrigation: Deep Learning to Infer Local Soil Moisture Conditions from Synthetic Aerial Agricultural Images
2018 IEEE 14th International Conference on Automation Science and Engineering (CASE) · 2018
28
cited
Rate of regional nodal metastases of cutaneous squamous cell carcinoma in the immunosuppressed patient.
American Journal of Otolaryngology · 2017
25
cited
DATE: A handheld co-robotic device for automated tuning of emitters to enable precision irrigation
2016 IEEE International Conference on Automation Science and Engineering (CASE) · 2016
17
cited
Robust de novo design of protein binding proteins from target structural information alone
bioRxiv · 2021
12
cited
FLUORINE CONTAINING COMPOUND AND HAVING ENHANCED GREASE-RESISTANCE AND GLUEABILITY
2017
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