Jonathan Martin

8PUBLICATIONS
15CO-AUTHORS
Sequence analysisEvolutionary impacts of climate changeMedical infection agents (incl. prions)Elemental semiconductorsMathematical aspects of classical mechanics, quantum mechanics and quantum information theory
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Publications (8)

|Oct 02, 2026
A structure-aware generative AI framework for revealing functional relationships in protein families.

|Mar 13, 2025
Thermal Adaptation of Cytosolic Malate Dehydrogenase Revealed by Deep Learning and Coevolutionary Analysis.

Divyanshu Shukla, Jonathan Martin, Faruck Morcos

|Dec 10, 2024
Lipid discovery enabled by sequence statistics and machine learning.

Priya M Christensen, Jonathan Martin, Aparna Uppuluri

|Nov 15, 2024
Designing proteins: Mimicking natural protein sequence heterogeneity.

Marcos Lequerica-Mateos, Jonathan Martin, José N Onuchic

|Jun 24, 2024
Machine learning in biological physics: From biomolecular prediction to design.

Jonathan Martin, Marcos Lequerica Mateos, José N Onuchic

|May 13, 2024
The physical and evolutionary energy landscapes of devolved protein sequences corresponding to pseudogenes.

Hana Jaafari, Carlos Bueno, Nicholas P Schafer

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Frequent Collaborators

8 joint publications

Faruck Morcos

2 joint publications

Priya M Christensen

2 joint publications

Aparna Uppuluri

2 joint publications

Luke R Joyce