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Nathan Guerin

dblp:320/6126 · DBLP profile ↗
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2ranked-venue papers
2as first author
2since 2021 · last 2024
0000-0001-8378-7854ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Applied, interdisciplinary, general and emerging computing · 2 · 2 first-author · 2 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Theoretical computer science
2 papers
Mathematical optimization · 100%
Interdisciplinary, comprehensive, and emerging computing
2 papers
Bioinformatics and computational biology · 100%

Topics — the 5 heaviest of 6, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Bioinformatics and computational biology
protein design
1.322024
DexDesign: A New OSPREY-Based Algorithm for Designing de novo D-peptide Inhibitors · RECOMB 2024
Resistor: An Algorithm for Predicting Resistance Mutations Using Pareto Optimization over Multistate Protein Design and Mutational Signatures · RECOMB 2022
Mathematical optimization › multi-objective optimization
pareto optimization
1.322024
DexDesign: A New OSPREY-Based Algorithm for Designing de novo D-peptide Inhibitors · RECOMB 2024
Resistor: An Algorithm for Predicting Resistance Mutations Using Pareto Optimization over Multistate Protein Design and Mutational Signatures · RECOMB 2022
Bioinformatics and computational biology › drug discovery › peptide drug discovery
peptide inhibitor design
0.812024
DexDesign: A New OSPREY-Based Algorithm for Designing de novo D-peptide Inhibitors · RECOMB 2024
Mathematical optimization
combinatorial optimization
0.812024
DexDesign: A New OSPREY-Based Algorithm for Designing de novo D-peptide Inhibitors · RECOMB 2024
Mathematical optimization
multi-objective optimization
0.612022
Resistor: An Algorithm for Predicting Resistance Mutations Using Pareto Optimization over Multistate Protein Design and Mutational Signatures · RECOMB 2022

Methods — techniques the papers use, named apart from their topics

pareto optimization · 2.7OSPREY · 1.5mutational signatures · 1.1multistate protein design · 1.1
YearPublicationVenuePosition
2024 DexDesign: A New OSPREY-Based Algorithm for Designing de novo D-peptide Inhibitors
Nathan Guerin, Henry Childs, Pei Zhou 0001, Bruce Randall Donald
RECOMB1
2022 Resistor: An Algorithm for Predicting Resistance Mutations Using Pareto Optimization over Multistate Protein Design and Mutational Signatures
Nathan Guerin, Teresa Kaserer, Bruce Randall Donald
RECOMB1