air puff test

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654 and Hao, Muting (2026) Reduced order modelling of air puff test for corneal material characterisation. Journal of Microscopy. ISSN 0022-2720 (Print), 1365-2818 (Online) (doi:10.1111/jmi.70077)

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654 and Hao, Muting (2025) Reduced order modelling of air puff test for corneal material characterisation (Preprint). Arxiv Physics.

Corneal biomechanics

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654, Hao, Muting and Maklad, Osama (2025) Corneal material characterisation via PINNs-based modelling of impinging jets. In: Joint event "Euromech Colloquium on Data-Driven Fluid Dynamics" & "2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics", 02-04 Apr 2025, Mary Ward House, 5-7 Tavistock Place, London, UK.

Fluid-Structure Interaction (FSI)

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654 and Hao, Muting (2026) Reduced order modelling of air puff test for corneal material characterisation. Journal of Microscopy. ISSN 0022-2720 (Print), 1365-2818 (Online) (doi:10.1111/jmi.70077)

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654 and Hao, Muting (2025) Reduced order modelling of air puff test for corneal material characterisation (Preprint). Arxiv Physics.

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654, Hao, Muting and Maklad, Osama (2025) Corneal material characterisation via PINNs-based modelling of impinging jets. In: Joint event "Euromech Colloquium on Data-Driven Fluid Dynamics" & "2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics", 02-04 Apr 2025, Mary Ward House, 5-7 Tavistock Place, London, UK.

Gradient Boosting Regressor (GBR)

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654 and Hao, Muting (2026) Reduced order modelling of air puff test for corneal material characterisation. Journal of Microscopy. ISSN 0022-2720 (Print), 1365-2818 (Online) (doi:10.1111/jmi.70077)

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654 and Hao, Muting (2025) Reduced order modelling of air puff test for corneal material characterisation (Preprint). Arxiv Physics.

impinging jets

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654, Hao, Muting and Maklad, Osama (2025) Corneal material characterisation via PINNs-based modelling of impinging jets. In: Joint event "Euromech Colloquium on Data-Driven Fluid Dynamics" & "2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics", 02-04 Apr 2025, Mary Ward House, 5-7 Tavistock Place, London, UK.

Intraocular Pressure (IOP)

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654 and Hao, Muting (2026) Reduced order modelling of air puff test for corneal material characterisation. Journal of Microscopy. ISSN 0022-2720 (Print), 1365-2818 (Online) (doi:10.1111/jmi.70077)

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654 and Hao, Muting (2025) Reduced order modelling of air puff test for corneal material characterisation (Preprint). Arxiv Physics.

Machine Learning (ML)

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654 and Hao, Muting (2026) Reduced order modelling of air puff test for corneal material characterisation. Journal of Microscopy. ISSN 0022-2720 (Print), 1365-2818 (Online) (doi:10.1111/jmi.70077)

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654 and Hao, Muting (2025) Reduced order modelling of air puff test for corneal material characterisation (Preprint). Arxiv Physics.

ocular biomechanics

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654 and Hao, Muting (2026) Reduced order modelling of air puff test for corneal material characterisation. Journal of Microscopy. ISSN 0022-2720 (Print), 1365-2818 (Online) (doi:10.1111/jmi.70077)

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654 and Hao, Muting (2025) Reduced order modelling of air puff test for corneal material characterisation (Preprint). Arxiv Physics.

PINNs

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654, Hao, Muting and Maklad, Osama (2025) Corneal material characterisation via PINNs-based modelling of impinging jets. In: Joint event "Euromech Colloquium on Data-Driven Fluid Dynamics" & "2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics", 02-04 Apr 2025, Mary Ward House, 5-7 Tavistock Place, London, UK.

reduced order modelling

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654 and Hao, Muting (2026) Reduced order modelling of air puff test for corneal material characterisation. Journal of Microscopy. ISSN 0022-2720 (Print), 1365-2818 (Online) (doi:10.1111/jmi.70077)

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654 and Hao, Muting (2025) Reduced order modelling of air puff test for corneal material characterisation (Preprint). Arxiv Physics.

Maklad, Osama ORCID: https://orcid.org/0000-0001-6893-2654, Hao, Muting and Maklad, Osama (2025) Corneal material characterisation via PINNs-based modelling of impinging jets. In: Joint event "Euromech Colloquium on Data-Driven Fluid Dynamics" & "2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics", 02-04 Apr 2025, Mary Ward House, 5-7 Tavistock Place, London, UK.