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Jon Paul Janet

10 papers hereh-index 7402 citations23 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author8
  • last author1

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CL1
  • cs.DC1
  • q-bio.BM1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedSemlaFlow -- Efficient 3D Molecular Generation with Latent Attention and Equivariant Flow Matching

7 citations · 13 across the 7 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

q-bio.BM2024

PepINVENT: Generative peptide design beyond the natural amino acids

Gökçe Geylan, Jon Paul Janet, Alessandro Tibo +7

Peptides play a crucial role in the drug design and discovery whether as a therapeutic modality or a delivery agent. Non-natural amino acids (NNAAs) have been used to enhance the p…

cs.LG2024★ 7 cited

SemlaFlow -- Efficient 3D Molecular Generation with Latent Attention and Equivariant Flow Matching

Ross Irwin, Alessandro Tibo, Jon Paul Janet +1

Methods for jointly generating molecular graphs along with their 3D conformations have gained prominence recently due to their potential impact on structure-based drug design. Curr…

cs.DC2024★ 1 cited

Navigating the Maize: Cyclic and conditional computational graphs for molecular simulation

Thomas Löhr, Michele Assante, Michael Dodds +5

Many computational chemistry and molecular simulation workflows can be expressed as graphs. This abstraction is useful to modularize and potentially reuse existing components, as w…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.