Jean Helie

Senior Research Engineer

论文与出版物

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- SimPoly: Simulation of Polymers with Machine Learning Force Fields Derived from First Principles
  
  Gregor Simm, Jean Helie, Hannes Schulz, Yicheng Chen, Guillem Simeon, Anna Kuzina, Ernesto Martinez-Baez, Piero Gasparotto, Gabriele Tocci, Chi Chen, Yatao Li, Lixue Cheng, Zun Wang, Bichlien Nguyen, Jake Smith, Lixin Sun
  
  October 2025
  
  Preprint
- Understanding multi-fidelity training of machine-learned force-fields
  
  John Gardner, Hannes Schulz, Jean Helie, Lixin Sun, Gregor Simm
  
  June 2025
  
  Preprint PDF
- How nanoscale protein interactions determine the mesoscale dynamic organisation of bacterial outer membrane proteins
  
  M. Chavent, Anna L. Duncan, P. Rassam, Oliver Birkholz, Jean Helie, T. Reddy, Dmitry Beliaev, B. Hambly, J. Piehler, C. Kleanthous, M. Sansom
  
  Nature Communications | July 2018, 第 9 卷
  
  DOI Publication PDF
- Membrane Crowding and Complexity: Interplay between Protein-Lipid Interactions, Clustering and Diffusion
  
  Anna L. Duncan, Heidi Koldsø, T. Reddy, Jean Helie, M. Sansom
  
  February 2017
  
  DOI
- Membrane stiffness is modified by integral membrane proteins
  
  Phil Fowler, Jean Helie, Anna L. Duncan, M. Chavent, Heidi Koldsø, M. Sansom
  
  Soft Matter | August 2016, 第 12 卷: pp. 7792-7803
  
  DOI Publication PDF
- Lipid Clustering Correlates with Membrane Curvature as Revealed by Molecular Simulations of Complex Lipid Bilayers
  
  Heidi Koldsø, David Shorthouse, Jean Helie, M. Sansom
  
  PLOS Computational Biology | October 2014, 第 10 卷
  
  DOI Publication PDF

- SimPoly: Simulation of Polymers with Machine Learning Force Fields Derived from First Principles
  
  Gregor Simm, Jean Helie, Hannes Schulz, Yicheng Chen, Guillem Simeon, Anna Kuzina, Ernesto Martinez-Baez, Piero Gasparotto, Gabriele Tocci, Chi Chen, Yatao Li, Lixue Cheng, Zun Wang, Bichlien Nguyen, Jake Smith, Lixin Sun
  
  October 2025
  
  Preprint
- Understanding multi-fidelity training of machine-learned force-fields
  
  John Gardner, Hannes Schulz, Jean Helie, Lixin Sun, Gregor Simm
  
  June 2025
  
  Preprint PDF
- How nanoscale protein interactions determine the mesoscale dynamic organisation of bacterial outer membrane proteins
  
  M. Chavent, Anna L. Duncan, P. Rassam, Oliver Birkholz, Jean Helie, T. Reddy, Dmitry Beliaev, B. Hambly, J. Piehler, C. Kleanthous, M. Sansom
  
  Nature Communications | July 2018, 第 9 卷
  
  DOI Publication PDF
- Membrane Crowding and Complexity: Interplay between Protein-Lipid Interactions, Clustering and Diffusion
  
  Anna L. Duncan, Heidi Koldsø, T. Reddy, Jean Helie, M. Sansom
  
  February 2017
  
  DOI
- Membrane stiffness is modified by integral membrane proteins
  
  Phil Fowler, Jean Helie, Anna L. Duncan, M. Chavent, Heidi Koldsø, M. Sansom
  
  Soft Matter | August 2016, 第 12 卷: pp. 7792-7803
  
  DOI Publication PDF
- Lipid Clustering Correlates with Membrane Curvature as Revealed by Molecular Simulations of Complex Lipid Bilayers
  
  Heidi Koldsø, David Shorthouse, Jean Helie, M. Sansom
  
  PLOS Computational Biology | October 2014, 第 10 卷
  
  DOI Publication PDF

- SimPoly: Simulation of Polymers with Machine Learning Force Fields Derived from First Principles
  
  Gregor Simm, Jean Helie, Hannes Schulz, Yicheng Chen, Guillem Simeon, Anna Kuzina, Ernesto Martinez-Baez, Piero Gasparotto, Gabriele Tocci, Chi Chen, Yatao Li, Lixue Cheng, Zun Wang, Bichlien Nguyen, Jake Smith, Lixin Sun
  
  October 2025
  
  Preprint
- Understanding multi-fidelity training of machine-learned force-fields
  
  John Gardner, Hannes Schulz, Jean Helie, Lixin Sun, Gregor Simm
  
  June 2025
  
  Preprint PDF
- Membrane Crowding and Complexity: Interplay between Protein-Lipid Interactions, Clustering and Diffusion
  
  Anna L. Duncan, Heidi Koldsø, T. Reddy, Jean Helie, M. Sansom
  
  February 2017
  
  DOI
- How nanoscale protein interactions determine the mesoscale dynamic organisation of bacterial outer membrane proteins
  
  M. Chavent, Anna L. Duncan, P. Rassam, Oliver Birkholz, Jean Helie, T. Reddy, Dmitry Beliaev, B. Hambly, J. Piehler, C. Kleanthous, M. Sansom
  
  Nature Communications | July 2018, 第 9 卷
  
  DOI Publication PDF
- Membrane stiffness is modified by integral membrane proteins
  
  Phil Fowler, Jean Helie, Anna L. Duncan, M. Chavent, Heidi Koldsø, M. Sansom
  
  Soft Matter | August 2016, 第 12 卷: pp. 7792-7803
  
  DOI Publication PDF
- Lipid Clustering Correlates with Membrane Curvature as Revealed by Molecular Simulations of Complex Lipid Bilayers
  
  Heidi Koldsø, David Shorthouse, Jean Helie, M. Sansom
  
  PLOS Computational Biology | October 2014, 第 10 卷
  
  DOI Publication PDF

Jean Helie

论文与出版物

SimPoly: Simulation of Polymers with Machine Learning Force Fields Derived from First Principles

Understanding multi-fidelity training of machine-learned force-fields

How nanoscale protein interactions determine the mesoscale dynamic organisation of bacterial outer membrane proteins

Membrane Crowding and Complexity: Interplay between Protein-Lipid Interactions, Clustering and Diffusion

Membrane stiffness is modified by integral membrane proteins

Lipid Clustering Correlates with Membrane Curvature as Revealed by Molecular Simulations of Complex Lipid Bilayers

SimPoly: Simulation of Polymers with Machine Learning Force Fields Derived from First Principles

Understanding multi-fidelity training of machine-learned force-fields

How nanoscale protein interactions determine the mesoscale dynamic organisation of bacterial outer membrane proteins

Membrane Crowding and Complexity: Interplay between Protein-Lipid Interactions, Clustering and Diffusion

Membrane stiffness is modified by integral membrane proteins

Lipid Clustering Correlates with Membrane Curvature as Revealed by Molecular Simulations of Complex Lipid Bilayers

SimPoly: Simulation of Polymers with Machine Learning Force Fields Derived from First Principles

Understanding multi-fidelity training of machine-learned force-fields

Membrane Crowding and Complexity: Interplay between Protein-Lipid Interactions, Clustering and Diffusion

How nanoscale protein interactions determine the mesoscale dynamic organisation of bacterial outer membrane proteins

Membrane stiffness is modified by integral membrane proteins

Lipid Clustering Correlates with Membrane Curvature as Revealed by Molecular Simulations of Complex Lipid Bilayers

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