My Research & Publications

Chloride Selective Transporters (2025)

Chloride Selective Transporters Abstract

This paper discusses the design, synthesis and characterisation of a new class of chloride selective transporters. The work includes computational modelling to rationalise the origin of selectivity using both classical MD in solution and membrane environments and DFT calculations.

Chem. Eur. J. 2025, 0, e202502033

#IonTrasport #ComputationalChemistry #ChlorideTransporters #Synthesis #MDsimulations #DFT

View Publication

Stimuli-Responsive Transporters (2024)

Stimuli-Responsive Transporters Abstract

Study of hydrazone-based transporters which can be activated using various stimuli, with my contributions including both DFT and MD simulations to understand the mechanism of action.

Nanoscale, 2024,16, 21545-21553

#IonTrasport #MolecularMachines #ComputationalChemistry #MDsimulations #DFT

View Publication

Logic-Gated Transporters (2024)

Logic-Gated Transporters Abstract

Study of amide-based transporters which can be orthogonally activated using various stimuli, with my contributions including DFT calculations of the active conformations of the molecules.

Angew. Chem. 2024, 136, e202403314

#IonTrasport #LogicGates #MolecularMachines #ComputationalChemistry #DFT

View Publication

Contributions to MLPtrain

MLPtrain Contributions Abstract

I am an active contributor to MLPtrain, a Python package designed for training and evaluating machine learning interatomic potentials (MLIPs) for molecular simulations. My contributions include developing new features for carrying out training for potentials designed for modelling processes in solvent.

#MLIPs #ActiveLearning #ML #IonBindingInSolution

View Github

For a complete list of my publications, you can also refer to my Google Scholar profile.