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Allan dos Santos Costa
Allan dos Santos Costa
Researcher, MIT Media Lab
Verified email at mit.edu
Title
Cited by
Cited by
Year
Evolutionary-scale prediction of atomic-level protein structure with a language model
Z Lin, H Akin, R Rao, B Hie, Z Zhu, W Lu, N Smetanin, R Verkuil, O Kabeli, ...
Science 379 (6637), 1123-1130, 2023
10232023
Language models of protein sequences at the scale of evolution enable accurate structure prediction
Z Lin, H Akin, R Rao, B Hie, Z Zhu, W Lu, A dos Santos Costa, ...
BioRxiv 2022, 500902, 2022
3202022
Algorithmic approaches to reconfigurable assembly systems
A Costa, A Abdel-Rahman, B Jenett, N Gershenfeld, I Kostitsyna, ...
2019 IEEE Aerospace Conference, 1-8, 2019
242019
Hiring fairly in the age of algorithms
M Langenkamp, A Costa, C Cheung
arXiv preprint arXiv:2004.07132, 2020
202020
OccamNet: A Fast Neural Model for Symbolic Regression at Scale
O Dugan, R Dangovski, A Costa, S Kim, P Goyal, J Jacobson, M Soljačić
arXiv preprint arXiv:2007.10784, 2020
172020
Language models of protein sequences at the scale of evolution enable accurate structure prediction. bioRxiv 2022
Z Lin, H Akin, R Rao, B Hie, Z Zhu, W Lu, A dos Santos Costa, ...
URL https://www. biorxiv. org/content/early/2022/07/21/2022.07 20, 2020
172020
Evolutionary-scale prediction of atomic level protein structure with a language model. bioRxiv 2022
Z Lin, H Akin, R Rao, B Hie, Z Zhu, W Lu, N Smetanin, R Verkuil, O Kabeli, ...
Google Scholar, 2022
132022
Distillation of MSA embeddings to folded protein structures with graph transformers
A Costa, M Ponnapati, JM Jacobson, P Chatterjee
bioRxiv, 2021.06. 02.446809, 2021
52021
Interpretable neuroevolutionary models for learning non-differentiable functions and programs
A Costa, R Dangovski, S Kim, P Goyal, M Soljačić, J Jacobson
ArXiv Preprint https://arxiv. org/abs/2007.10784, 2020
32020
Euclidean transformers for macromolecular structures: Lessons learned
DD Liu, L Melo, A Costa, M Vögele, RJL Townshend, RO Dror
2022 ICML Workshop on Computational Biology, 2022
12022
Ophiuchus: Scalable Modeling of Protein Structures through Hierarchical Coarse-graining SO (3)-Equivariant Autoencoders
AS Costa, I Mitnikov, M Geiger, M Ponnapati, T Smidt, J Jacobson
arXiv preprint arXiv:2310.02508, 2023
2023
Distillation of MSA Embeddings to Folded Protein Structures using Graph Transformers
P Chatterjee, AS Costa, JM Jacobson, RM Ponnapati
US Patent App. 17/831,435, 2022
2022
ChaperoNet: Distillation of Language Model Semantics to Folded Three-Dimensional Protein Structures
A dos Santos Costa
Massachusetts Institute of Technology, 2021
2021
Depth in Graph Convolutional Networks: A Survey
A Costa
280 On the Acquisition of the Syntax of Romance
WG Chase, D Chen, HQ Chen, L Cheng, CC Cheung, J Cheung, ...
On the Acquisition of the Syntax of Romance 1000, 279, 0
Minimal Universal Secure Messaging
N Samsonau, A Costa, D Hafdi
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