Publications
My portfolio of peer-reviewed research publications and preprints,
with accompanying posters, presentations and/or news pieces.
Evaluation of direct strain field prediction in bone with data-driven image mechanics (D2IM-Strain)
Machine learning (ML)
Digital volume correlation (DVC)
Bone mechanics
X-ray tomography (XCT)
Strain prediction
Fluid inclusions in natron - a window into the interior of Enceladus
Astrobiology
Cryospheric science
X-ray tomography (XCT)
Correlative X-ray tomography and diffraction
Enceladus
Fluid inclusions
Autonomous battery research: Principles of heuristic operando experimentation
Autonomous experimentation
Battery degradation
Operando characterisation
Machine learning (ML)
Digital twins
Benchmarking Autonomy in Scientific Experiments: A Hierarchical Taxonomy for Autonomous Large-Scale Facilities
Autonomous experimentation
Artificial intelligence (AI)
Large-scale facilities
Taxonomy
Robotics
Operando X-ray Computed Tomography Reveals the Role of Interfacial Nucleation Nanolayers in Suppressing Mechanical Failure in Zero-Excess Lithium All-Solid-State Batteries
Solid-state batteries
Operando analysis
Degradation
X-ray tomography (XCT)
Coupled X-ray imaging/diffraction reveals soil mechanics during analogous root growth
Multi-modal characterisation
X-ray tomography (XCT)
X-ray diffraction (XRD)
Biomechanics
Three-dimensional, multimodal synchrotron data for machine learning applications
Machine learning (ML)
Data fusion
Multi-modal characterisation
X-ray tomography (XCT)
A high-throughput analysis of high-resolution X-ray CT images of stems of olive and citrus plants resistant and susceptible to Xylella fastidiosa
X-ray tomography (XCT)
Image-based modelling
Plant pathology
Biomechanics
Statistical Effective Diffusivity Estimation in Porous Media Using an Integrated On-site Imaging Workflow for Synchrotron Users
Image-based modelling
Software
High-performance computing (HPC)
Synchrotron workflow
The soluble lead flow battery: Image-based modelling of porous carbon electrodes
Image-based modelling
Batteries
Porous electrodes
X-ray tomography (XCT)
Review of parameterisation and a novel database (LiionDB) for continuum Li-ion battery models
Batteries
DFN model
Parameterisation
Database
OpenImpala: OPEN source IMage based PArallisable Linear Algebra solver
Software
Image-based modelling
High-performance computing (HPC)
Open source
X-ray tomography for lithium ion battery electrode characterisation — A review
X-ray tomography (XCT)
Batteries
Operando analysis
Review
Physics based modelling of porous lithium ion battery electrodes—A review
Image-based modelling
Batteries
Porous electrodes
Review
Effect of Tomography Resolution on Calculation of Microstructural Properties for Lithium Ion Porous Electrodes
X-ray tomography (XCT)
Image-based modelling
Microstructure
Method development
Lithium titanate/pyrenecarboxylic acid decorated carbon nanotubes hybrid - Alginate gel supercapacitor
Supercapacitors
Energy storage
Nanomaterials
Hybrid materials
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