Philip Loche

EPFL (École Polytechnique Fédérale de Lausanne)

Switzerland

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Articles (18)

Dielectric Properties of Aqueous Electrolytes at the Nanoscale

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Year:

2025

Fast and flexible long-range models for atomistic machine learning

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Year:

2025

Water cavitation results from the kinetic competition of bulk, surface, and surface-defect nucleation events

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Year:

2025

Prediction rigidities for data-driven chemistry

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Year:

2025

Force field for halide and alkali ions in water based on single-ion and ion-pair thermodynamic properties for a wide range of concentrations

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Year:

2024

Multiscale Modeling of Aqueous Electric Double Layers

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Year:

2024

scikit-matter : A Suite of Generalisable Machine Learning Methods Born out of Chemistry and Materials Science

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Year:

2023

scikit-matter : A Suite of Generalisable Machine Learning Methods Born out of Chemistry and Materials Science

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Year:

2023

Revealing the Formation Dynamics of Janus Polymer Particles: Insights from Experiments and Molecular Dynamics

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Year:

2023

Physics-Inspired Equivariant Descriptors of Nonbonded Interactions

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Year:

2023

Electrokinetic, electrochemical, and electrostatic surface potentials of the pristine water liquid–vapor interface

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Year:

2022

Effects of surface rigidity and metallicity on dielectric properties and ion interactions at aqueous hydrophobic interfaces

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Year:

2022

Molecular dynamics simulations of the evaporation of hydrated ions from aqueous solution

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Year:

2022

Sequence-specific response of collagen-mimetic peptides to osmotic pressure

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Year:

2021

Transferable Ion Force Fields in Water from a Simultaneous Optimization of Ion Solvation and Ion–Ion Interaction

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Year:

2021

Water at charged interfaces

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Year:

2021

Interfacial, Electroviscous, and Nonlinear Dielectric Effects on Electrokinetics at Highly Charged Surfaces

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Year:

2021

Consistent description of ion-specificity in bulk and at interfaces by solvent implicit simulations and mean-field theory

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Year:

2020

Collaborators (6)

Alexander Schlaich

University of Stuttgart

GERMANY

Benjamin Rotenberg

CNRS

FRANCE

Kerstin G. Blank

full professor

Johannes Kepler University

AUSTRIA

Alexander Goscinski

EPFL (École Polytechnique Fédérale de Lausanne)

SWITZERLAND

R. Kramer Campen

Professor

Universität Duisburg-Essen

GERMANY

Douwe Jan Bonthuis

Graz University of Technology

AUSTRIA

Philip Loche

Research Interests

Explore related searches

Contact this professor

Articles (18)

Dielectric Properties of Aqueous Electrolytes at the Nanoscale

Fast and flexible long-range models for atomistic machine learning

Water cavitation results from the kinetic competition of bulk, surface, and surface-defect nucleation events

Prediction rigidities for data-driven chemistry

Force field for halide and alkali ions in water based on single-ion and ion-pair thermodynamic properties for a wide range of concentrations

Multiscale Modeling of Aqueous Electric Double Layers

scikit-matter : A Suite of Generalisable Machine Learning Methods Born out of Chemistry and Materials Science

scikit-matter : A Suite of Generalisable Machine Learning Methods Born out of Chemistry and Materials Science

Revealing the Formation Dynamics of Janus Polymer Particles: Insights from Experiments and Molecular Dynamics

Physics-Inspired Equivariant Descriptors of Nonbonded Interactions

Electrokinetic, electrochemical, and electrostatic surface potentials of the pristine water liquid–vapor interface

Effects of surface rigidity and metallicity on dielectric properties and ion interactions at aqueous hydrophobic interfaces

Molecular dynamics simulations of the evaporation of hydrated ions from aqueous solution

Sequence-specific response of collagen-mimetic peptides to osmotic pressure

Transferable Ion Force Fields in Water from a Simultaneous Optimization of Ion Solvation and Ion–Ion Interaction

Water at charged interfaces

Interfacial, Electroviscous, and Nonlinear Dielectric Effects on Electrokinetics at Highly Charged Surfaces

Consistent description of ion-specificity in bulk and at interfaces by solvent implicit simulations and mean-field theory

Collaborators (6)

Alexander Schlaich

Benjamin Rotenberg

Kerstin G. Blank

Alexander Goscinski

R. Kramer Campen

Douwe Jan Bonthuis

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