A GPR174–CCL21 module imparts sexual dimorphism to humoral immunity R Zhao, X Chen, W Ma, J Zhang, J Guo, X Zhong, J Yao, J Sun, ... Nature 577 (7790), 416-420, 2020 | 84 | 2020 |
Transformer-based protein generation with regularized latent space optimization E Castro, A Godavarthi, J Rubinfien, K Givechian, D Bhaskar, ... Nature Machine Intelligence 4 (10), 840-851, 2022 | 50 | 2022 |
Nucleic acid detection aboard the International Space Station by colorimetric loop‐mediated isothermal amplification (LAMP) J Rubinfien, KD Atabay, NM Nichols, NA Tanner, JA Pezza, MM Gray, ... FASEB bioAdvances 2 (3), 160, 2020 | 19 | 2020 |
Guided generative protein design using regularized transformers E Castro, A Godavarthi, J Rubinfien, KB Givechian, D Bhaskar, ... CoRR abs/2201.09948 2201, 2022 | 6 | 2022 |
ReLSO: a transformer-based model for latent space optimization and generation of proteins E Castro, A Godavarthi, J Rubinfien, KB Givechian, D Bhaskar, ... arXiv preprint arXiv:2201.09948, 2022 | 5 | 2022 |
Neural networks learn to magnify areas near decision boundaries JA Zavatone-Veth, S Yang, JA Rubinfien, C Pehlevan arXiv preprint arXiv:2301.11375, 2023 | 3 | 2023 |
Training shapes the curvature of shallow neural network representations JA Zavatone-Veth, JA Rubinfien, C Pehlevan NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations, 2022 | 2 | 2022 |
Hair cells in the cochlea must tune resonant modes to the edge of instability without destabilizing collective modes AS Momi, MC Abbott, J Rubinfien, BB Machta, IR Graf bioRxiv, 2024.07. 19.604330, 2024 | | 2024 |
Regularized deep learning based improvement of biomolecules E Castro, S Krishnaswamy, A Godavarthi, J Rubinfien US Patent App. 18/061,272, 2023 | | 2023 |
Information and Optimal Inference M Abbott, J Rubinfien, B Machta APS March Meeting Abstracts 2023, K01. 003, 2023 | | 2023 |
Sensitivity in the cochlea through local tuning rules A Momi, I Graf, J Rubinfien, B Machta APS March Meeting Abstracts 2023, S11. 005, 2023 | | 2023 |
Tunning to Criticality in the Cochlea with Local Information A Momi, J Rubinfien, I Graf, B Machta APS March Meeting Abstracts 2022, W04. 011, 2022 | | 2022 |