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researcher

Umesh Padia

2 papers hereh-index 220 citations10 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedCodonMPNN for Organism Specific and Codon Optimal Inverse Folding

1 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2024★ 1 cited

Identifying biological perturbation targets through causal differential networks

Menghua Wu, Umesh Padia, Sean H. Murphy +2

Identifying variables responsible for changes to a biological system enables applications in drug target discovery and cell engineering. Given a pair of observational and intervent…

cs.LG2024★ 1 cited

CodonMPNN for Organism Specific and Codon Optimal Inverse Folding

Hannes Stark, Umesh Padia, Julia Balla +2

Generating protein sequences conditioned on protein structures is an impactful technique for protein engineering. When synthesizing engineered proteins, they are commonly translate…

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