publications

  1. EquiJump: Protein Dynamics Simulation via SO(3)-Equivariant Stochastic Interpolants
    Allan Santos Costa, Ilan Mitnikov, Franco Pellegrini, and 7 more authors
    In arXiv, 2025
  2. RiboGen: RNA Sequence and Structure Co-Generation with Equivariant MultiFlow
    Dana Rubin, Allan Santos Costa, Manvitha Ponnapati, and 1 more author
    In arXiv, 2025
  3. Efficient molecular conformer generation with SO(3) averaged flow-matching and reflow
    Zhonglin Cao, Mario Geiger, Allan Dos Santos Costa, and 6 more authors
    2025
  4. BioNeMo Framework: a modular, high-performance library for AI model development in drug discovery
    Peter St. John, Dejun Lin, Polina Binder, and 85 more authors
    In arXiv, 2024
  5. Ophiuchus: Scalable Modeling of Protein Structures through Hierarchical Coarse-graining SO(3)-Equivariant Autoencoders
    Allan Santos Costa, Ilan Mitnikov, Mario Geiger, and 3 more authors
    In ICLR GEM – Generative and Experimental Perspectives for Biomolecular Design (Poster), 2024
  6. Evolutionary-scale prediction of atomic-level protein structure with a language model
    Zeming Lin, Halil Akin, Roshan Rao, and 8 more authors
    Science, 2023
  7. Euclidean Transformers for Macromolecular Structures: Lessons Learned
    David Liu, Lígia Melo, Allan Costa, and 3 more authors
    In ICML CompBio – Workshop on Computational Biology, 2022
  8. InterDocker: End-to-end Cross-Attentive and Geometric Transformers for Efficient Iterative Protein Docking
    Allan Costa, Manvitha Ponnapati, Eric Alcaide, and 5 more authors
    In NeurIPS LMRL - Learning Meaningful Representations of Life (Poster), 2021
  9. Distillation of MSA Embeddings to Folded Protein Structures with Graph Transformers
    Allan Costa, Manvitha Ponnapati, Joseph M. Jacobson, and 1 more author
    bioRxiv, 2021
  10. Fast Neural Models for Symbolic Regression at Scale
    Owen Dugan, Rumen Dangovski, Allan Costa, and 4 more authors
    In arXiv, 2020
  11. Hiring Fairly in the Age of Algorithms
    Max Langenkamp, Allan Costa, and Chris Cheung
    In arXiv, Dec 2020
  12. Algorithmic Approaches to Reconfigurable Assembly Systems
    Allan Costa, Amira Abdel-Rahman, Benjamin Jenett, and 3 more authors
    In 2019 IEEE Aerospace Conference, Mar 2019