# data[].attributes.body
M. Meraj, M. Terzeiv

# data[].attributes.headline
Cost benefit analysis of small solar cell combined with optic adoption for renewable enèrgy

# data[].attributes.subject
Cost benefit analysis of small solar cell combined with optic adoption for renewable enèrgy

# data[].attributes.body
Hannah Randolph
Sina Babadi

# data[].attributes.headline
Automated evaluation of redesigned engineering components inside factory lines 

# data[].attributes.subject
Automated evaluation of redesigned engineering components inside factory lines 

# data[].attributes.body
Elawady , Rajesh

# data[].attributes.body
Rebekah and David. Followership as a force multiplier for intercultural development and discipline specific pedagogical activities in HE

# data[].attributes.headline
Sustainable society through story telling

# data[].attributes.subject
Sustainable society through story telling

# data[].attributes.body
Jan, Natasha, Olayemi & David

# data[].attributes.headline
The effect of AI-enabled manufacturing on labour productivity 

# data[].attributes.subject
The effect of AI-enabled manufacturing on labour productivity 

# data[].attributes.body
Godsway Tetteh
Qi Liu

# data[].attributes.body
Systems approach to understand the multiperspectives and dynamics of wicked problems: Romeo and Juliet's dynamical love affair case study

# data[].attributes.headline
How digital technologies influence cultural interactions among students

# data[].attributes.subject
How digital technologies influence cultural interactions among students

# data[].attributes.body
Godsway Tetteh
Rebekah Sims

# data[].attributes.headline
How cyber psychology affects financial inclusion

# data[].attributes.subject
How cyber psychology affects financial inclusion

# data[].attributes.body
Godsway Tetteh
Joshua March

# data[].attributes.headline
How public policy mediates the relationship between financial inclusion and energy poverty 

# data[].attributes.subject
How public policy mediates the relationship between financial inclusion and energy poverty 

# data[].attributes.body
Godsway Tetteh
Abdoul Kasim

# data[].attributes.headline
Assessing the ability of new modelling tool to enable sustainability of industrial processes. 

# data[].attributes.subject
Assessing the ability of new modelling tool to enable sustainability of industrial processes. 

# data[].attributes.body
N.Torino, B.Cooper

# data[].attributes.headline
Optical tweezer based rheology of fungal species

# data[].attributes.subject
Optical tweezer based rheology of fungal species

# data[].attributes.body
Praveen Parthasarathi and Alireza Fathollahi

# data[].attributes.headline
Erosion prediction side of CFD-DEM simulation using AI tool. 

# data[].attributes.subject
Erosion prediction side of CFD-DEM simulation using AI tool. 

# data[].attributes.body
N.Torino, M.Elawady

# data[].attributes.headline
Mechanical characterization of biological membranes based on discrete modelling  enabled optical techniques

# data[].attributes.subject
Mechanical characterization of biological membranes based on discrete modelling  enabled optical techniques

# data[].attributes.body
Tugrul Comlekci and Praveen Parthasarathi

# data[].attributes.headline
How AI assisted simulation tool can be used to improve teaching capabilities. 

# data[].attributes.subject
How AI assisted simulation tool can be used to improve teaching capabilities. 

# data[].attributes.body
N.Torino, M.Goodfellow

# data[].attributes.headline
All optical particle-sorting in a microfluidic assay

# data[].attributes.subject
All optical particle-sorting in a microfluidic assay

# data[].attributes.body
Praveen Parthasarathi and Karim Osouli

# data[].attributes.headline
How waste water composition is affecting pumping systems performance ?

# data[].attributes.subject
How waste water composition is affecting pumping systems performance ?

# data[].attributes.body
N.Torino, O.Olanlokun

# data[].attributes.headline
Deep learning characterisation of nano-in-micro particles for modelling of nose-to-brain drug delivery 

# data[].attributes.subject
Deep learning characterisation of nano-in-micro particles for modelling of nose-to-brain drug delivery 

# data[].attributes.body
C Boyle & K Osouli

# data[].attributes.headline
How international cooperation is protecting sensitive pipelines equipment against piracy. 

# data[].attributes.subject
How international cooperation is protecting sensitive pipelines equipment against piracy. 

# data[].attributes.body
N.Torino, S.Febrira

# data[].attributes.headline
Optical Techniques for biophysical characterization of cancer affected cells and tissues

# data[].attributes.subject
Optical Techniques for biophysical characterization of cancer affected cells and tissues

# data[].attributes.body
Praveen Parthasarathi and Aikaterini Lalatsa

# data[].attributes.headline
Growing umbrellas: Identification of fungus mycelium in XCT by deep learning for modelling growth of hydrophobic surfaces

# data[].attributes.subject
Growing umbrellas: Identification of fungus mycelium in XCT by deep learning for modelling growth of hydrophobic surfaces

# data[].attributes.body
C Boyle & A Fathollahi

# data[].attributes.headline
Optimal electrical grid integration of legacy mine for efficient thermal energy storage management towards Scotland 2045 net-zero targets

# data[].attributes.subject
Optimal electrical grid integration of legacy mine for efficient thermal energy storage management towards Scotland 2045 net-zero targets

# data[].attributes.body
Fan Fulin
Huachuan Wang

# data[].attributes.headline
Imaging ultrasonic technic assisted by AI to quantify erosion mechanism.

# data[].attributes.subject
Imaging ultrasonic technic assisted by AI to quantify erosion mechanism.

# data[].attributes.body
N.Torino, R.Pyle

# data[].attributes.headline
Smart Optical tweezers to tell how hard or soft your materials are

# data[].attributes.subject
Smart Optical tweezers to tell how hard or soft your materials are

# data[].attributes.body
Praveen Parthasarathi and Javier Porte-Parera

# data[].attributes.headline
Insights from modelling activities for student anxiety mitigation. 

# data[].attributes.subject
Insights from modelling activities for student anxiety mitigation. 

# data[].attributes.body
N.Torino, J. March

# data[].attributes.headline
Defect detection in mixed matrix membranes by deep learning image analysis

# data[].attributes.subject
Defect detection in mixed matrix membranes by deep learning image analysis

# data[].attributes.body
C Boyle & E Marti

# data[].attributes.headline
Filling the gaps taking innovation to industry by exploring funding solutions. 

# data[].attributes.subject
Filling the gaps taking innovation to industry by exploring funding solutions. 

# data[].attributes.body
N.Torino, I.Belton

# data[].attributes.headline
Novel heating system for efficient and smart underground thermal energy storage

# data[].attributes.subject
Novel heating system for efficient and smart underground thermal energy storage

# data[].attributes.body
Meraj Mohammed
Huachuan Wang

# data[].attributes.headline
Explainability of Computer Vision Applications

# data[].attributes.subject
Explainability of Computer Vision Applications

# data[].attributes.body
Martin Goodfellow and Reka

# data[].attributes.headline
Using Explainable AI to Increase Trust in Simulation Systems

# data[].attributes.subject
Using Explainable AI to Increase Trust in Simulation Systems

# data[].attributes.body
Martin Goodfellow and Nikolas Torrino

# data[].attributes.headline
Development of surface integrity approach for fatigue and fracture response of engineering structures

# data[].attributes.subject
Development of surface integrity approach for fatigue and fracture response of engineering structures

# data[].attributes.body
Tugrul & Rajeshkumar

# data[].attributes.headline
Using Virtual Reality for Conceptual Data Visualisation 

# data[].attributes.subject
Using Virtual Reality for Conceptual Data Visualisation 

# data[].attributes.body
Martin Goodfellow and David Hamilton

# data[].attributes.headline
Investigation of SPH methods for biomedical applications in nano medicine 

# data[].attributes.subject
Investigation of SPH methods for biomedical applications in nano medicine 

# data[].attributes.body
Tugrul & Karim Osouli

# data[].attributes.headline
Automated decision making for improving structural integrity 

# data[].attributes.subject
Automated decision making for improving structural integrity 

# data[].attributes.body
Tugrul & Mohammed Salehian

# data[].attributes.headline
A user centred approach to engaging students in statistics 

# data[].attributes.subject
A user centred approach to engaging students in statistics 

# data[].attributes.body
Ross and Joshua

# data[].attributes.headline
Discrete element modelling and deep learning algorithms to improve structural integrity 

# data[].attributes.subject
Discrete element modelling and deep learning algorithms to improve structural integrity 

# data[].attributes.body
Tugrul & Chris Boyle

# data[].attributes.headline
AI driven laser process for high valve products

# data[].attributes.subject
AI driven laser process for high valve products

# data[].attributes.headline
Assessing the ability of new models to compete with system ability 

# data[].attributes.subject
Assessing the ability of new models to compete with system ability 

# data[].attributes.body
B.Cooper and N.torino

# data[].attributes.body
Economic drivers and incentives of piracy.
Ciara Crummey and senia febrica

# data[].attributes.headline
Understanding energy use through VR actions 

# data[].attributes.subject
Understanding energy use through VR actions 

# data[].attributes.headline
Design & development of nanocelulose based composites for minerals and mining applications 

# data[].attributes.subject
Design & development of nanocelulose based composites for minerals and mining applications 

# data[].attributes.body
Tugrul & Vitor

# data[].attributes.headline
Using biomaterial to design and increase efficiency of lenses

# data[].attributes.subject
Using biomaterial to design and increase efficiency of lenses

# data[].attributes.body
Sina Babai
Vitor Magueijo

# data[].attributes.body
Systems modelling to understand the dynamical health behaviours

# data[].attributes.headline
X-ray characterisation of arc discharges for fully electrical aircraft 

# data[].attributes.subject
X-ray characterisation of arc discharges for fully electrical aircraft 

# data[].attributes.body
M. Wiggins, Y. Seferi

# data[].attributes.headline
Development of a tool and CPD to support group decision making 

# data[].attributes.subject
Development of a tool and CPD to support group decision making 

# data[].attributes.body
Ross and Ian

# data[].attributes.headline
Network of structure activity relationships to understand molecule 

# data[].attributes.subject
Network of structure activity relationships to understand molecule 

# data[].attributes.body
Christopher and Ruaridh

# data[].attributes.headline
Can understanding lived experience reduce reoffending in Scotland? 

# data[].attributes.subject
Can understanding lived experience reduce reoffending in Scotland? 

# data[].attributes.body
Benjamin Cooper and David Hamilton

# data[].attributes.headline
"What's the library?": Cohort study of a dissertation-focused writing intervention at the PGT level

# data[].attributes.subject
"What's the library?": Cohort study of a dissertation-focused writing intervention at the PGT level

# data[].attributes.body
R. Sims and H. Randolph

# data[].attributes.headline
Digital health technology in monitoring medication adherence

# data[].attributes.subject
Digital health technology in monitoring medication adherence

# data[].attributes.headline
Using AI to help individuals save energy, to help with decarbonisation 

# data[].attributes.subject
Using AI to help individuals save energy, to help with decarbonisation 

# data[].attributes.body
Abdoul, Paul

# data[].attributes.body
Qi and David. Embracing smart manufacturing with user-friendly AI

# data[].attributes.headline
Identifying and Addressing the Challenges of Biomaterials Using Deep Learning and ImageProcessing Frameworks

# data[].attributes.subject
Identifying and Addressing the Challenges of Biomaterials Using Deep Learning and ImageProcessing Frameworks

# data[].attributes.body
Rajeshkumar Madarkar, John Armstrong

# data[].attributes.headline
Lessons from the past: what can we learn from the history of waste-management 

# data[].attributes.subject
Lessons from the past: what can we learn from the history of waste-management 

# data[].attributes.body
Olayemi and Jo

# data[].attributes.headline
Use of AI for optimizing the Future power Network Management : Based on Public behavior 

# data[].attributes.subject
Use of AI for optimizing the Future power Network Management : Based on Public behavior 

# data[].attributes.body
Tamara- Yahya

# data[].attributes.headline
Fuel cell powered green ammonia production

# data[].attributes.subject
Fuel cell powered green ammonia production

# data[].attributes.body
Vinoth and Ubong

# data[].attributes.headline
Explainable AI for vehicle to grid services with Renewable Energy Sources integration. 

# data[].attributes.subject
Explainable AI for vehicle to grid services with Renewable Energy Sources integration. 

# data[].attributes.body
Djordje Batić / Apostolos Vavouris

# data[].attributes.headline
Community consent to micro seismic activities during construction

# data[].attributes.subject
Community consent to micro seismic activities during construction

# data[].attributes.body
Emmanouil and Malcolm

# data[].attributes.headline
Machine learning based crack detection in underground tunnel for a sustainable infrastructures

# data[].attributes.subject
Machine learning based crack detection in underground tunnel for a sustainable infrastructures

# data[].attributes.body
Chris Topher Boyle
Huachuan Wang

# data[].attributes.headline
Breaking cultural barriers in design education 

# data[].attributes.subject
Breaking cultural barriers in design education 

# data[].attributes.body
Ross and Rebekah

# data[].attributes.headline
Ml algorithm to filter important acoustic noise signal for site investigation

# data[].attributes.subject
Ml algorithm to filter important acoustic noise signal for site investigation

# data[].attributes.body
Emmanouil Parastatidis, Tamara Todic

# data[].attributes.headline
Gauging social sentiment: can AI help to predict societal issues and help find solutions early? 

# data[].attributes.subject
Gauging social sentiment: can AI help to predict societal issues and help find solutions early? 

# data[].attributes.body
Benjamin Cooper and Paul Kirkland

# data[].attributes.headline
Understanding neural network topology for explainable AI

# data[].attributes.subject
Understanding neural network topology for explainable AI

# data[].attributes.body
Abhilash and Ruaridh

# data[].attributes.body
Power Quality Matrix of new Renewable Energy Sources (Fuel Cell) and It's Impact on the Transition to Net-zero

Yljon - Ubong

# data[].attributes.headline
Deep Reinforcement Learning to Model the Human's Learning Process in Manufacturing Towards Improving Safety and Productivity

# data[].attributes.subject
Deep Reinforcement Learning to Model the Human's Learning Process in Manufacturing Towards Improving Safety and Productivity

# data[].attributes.body
Hanne El Raoui, John Armstrong

# data[].attributes.headline
Building AR App for children to interact with surrounding environmental objects 

# data[].attributes.subject
Building AR App for children to interact with surrounding environmental objects 

# data[].attributes.body
Mohamed and David

# data[].attributes.body
Abdoul and David. Unpollute the policy - a clean energy research proposal.

# data[].attributes.headline
Carbon utilisation to practical fuels by battery management system

# data[].attributes.subject
Carbon utilisation to practical fuels by battery management system

# data[].attributes.body
Vinoth and Mohammad Meraj

# data[].attributes.headline
The social effects of using AI to improve machinery processing efficiency 

# data[].attributes.subject
The social effects of using AI to improve machinery processing efficiency 

# data[].attributes.body
Q. Liu and H. Randolph

# data[].attributes.headline
A smart solution to energy customers' privacy

# data[].attributes.subject
A smart solution to energy customers' privacy

# data[].attributes.body
Djordje and Malcolm

# data[].attributes.headline
Health economics evaluation of early disease detection using dogs sense of smell

# data[].attributes.subject
Health economics evaluation of early disease detection using dogs sense of smell

# data[].attributes.headline
Blood monitoring for drug discovery - metabolites

# data[].attributes.subject
Blood monitoring for drug discovery - metabolites

# data[].attributes.headline
Digital AI model for efficiency analysis between experiment and modelling data in thermal storage projects

# data[].attributes.subject
Digital AI model for efficiency analysis between experiment and modelling data in thermal storage projects

# data[].attributes.body
Mhammand salehian
Huachuan Wang

# data[].attributes.body
Ben and David. Evaluation for purpose - showing the cost benefits of an organisation to its stakeholders, to wider society, and to itself.

# data[].attributes.headline
Building low cost behavioural robots for dementia patients

# data[].attributes.subject
Building low cost behavioural robots for dementia patients

# data[].attributes.body
Elawady, Kirkland

# data[].attributes.body
Jonathan and Ruaridh

# data[].attributes.headline
Profilig manufacturing machines to optimise quality using AI

# data[].attributes.subject
Profilig manufacturing machines to optimise quality using AI

# data[].attributes.body
Ross and Qi

# data[].attributes.body
Momchil and Malcolm

# data[].attributes.headline
Integrating RES in the development of CO2 conversion methods leading to practical chemicals   

# data[].attributes.subject
Integrating RES in the development of CO2 conversion methods leading to practical chemicals   

# data[].attributes.body
Vinoth Ramalingam / Apostolos Vavouris

# data[].attributes.headline
Radiation impact study for fully electrical aircraft 

# data[].attributes.subject
Radiation impact study for fully electrical aircraft 

# data[].attributes.body
M. Wiggins, Y. Naderi

# data[].attributes.headline
Is immigration a solution to labour market constraints related to implementing carbonization strategies?

# data[].attributes.subject
Is immigration a solution to labour market constraints related to implementing carbonization strategies?

# data[].attributes.body
A.K. Zanhouo and H. Randolph

# data[].attributes.body
Impact of a novel Perovskite based electrode material optimal hydrogen based renewable energy system

Fulin - Ubong

# data[].attributes.headline
A study on impacts of Scour on the base of the off shore wind turbines

# data[].attributes.subject
A study on impacts of Scour on the base of the off shore wind turbines

# data[].attributes.body
Elenora - Yahya

# data[].attributes.headline
Use environmental acoustic noise to image the depth and the heath of bridge foundation 

# data[].attributes.subject
Use environmental acoustic noise to image the depth and the heath of bridge foundation 

# data[].attributes.body
Emmanouil Parastatidis Eleonora Perugini

# data[].attributes.body
Mohamed and David. AI Leadership for non-AI agents

# data[].attributes.headline
Smart building with optical design of solar cell for electricity generation combined with thermal energy storage 

# data[].attributes.subject
Smart building with optical design of solar cell for electricity generation combined with thermal energy storage 

# data[].attributes.body
Sina Babadi
Huachuan Wang

# data[].attributes.body
Ruaridh and Kimia

# data[].attributes.headline
How to effectively using AI tools to develop teaching

# data[].attributes.subject
How to effectively using AI tools to develop teaching

# data[].attributes.headline
Connection between piracy and prostitution (with Senia)

# data[].attributes.subject
Connection between piracy and prostitution (with Senia)

# data[].attributes.headline
Effect of wastewater composition on pump performance 

# data[].attributes.subject
Effect of wastewater composition on pump performance 

# data[].attributes.body
Nicholas & olayemi

# data[].attributes.headline
Quantifing bridge collapse risks using AI

# data[].attributes.subject
Quantifing bridge collapse risks using AI

# data[].attributes.body
E. Perugini, D. Batic

# data[].attributes.headline
Validate geophysics model with xray in lab scale rick sample

# data[].attributes.subject
Validate geophysics model with xray in lab scale rick sample

# data[].attributes.body
Emmanouil Parastatidis Mark Wiggins

# data[].attributes.headline
Health economic analysis for fracture prediction

# data[].attributes.subject
Health economic analysis for fracture prediction

# data[].attributes.body
Jonathan and can’t remember sorry

# data[].attributes.headline
Brexit and the long-term implications for the social care workforce 

# data[].attributes.subject
Brexit and the long-term implications for the social care workforce 

# data[].attributes.body
B. Cooper and H. Randolph

# data[].attributes.headline
Data quality - how to get continuity of apps eveloped

# data[].attributes.subject
Data quality - how to get continuity of apps eveloped

# data[].attributes.headline
Balencing that impact of economic and user requirements for carbon capture

# data[].attributes.subject
Balencing that impact of economic and user requirements for carbon capture

# data[].attributes.body
Ross and Abdoul

# data[].attributes.headline
Investigating catalyst materials using gamma ray

# data[].attributes.subject
Investigating catalyst materials using gamma ray

# data[].attributes.body
Vinoth and Mark Wiggins

# data[].attributes.headline
Load disaggregation for more formative decision for the smart operations of the distribution networks to minimize carbon footprint

# data[].attributes.subject
Load disaggregation for more formative decision for the smart operations of the distribution networks to minimize carbon footprint

# data[].attributes.body
Yljon Seferi / Apostolos Vavouris

# data[].attributes.headline
Using AI Technology to Analyse Atomic Spectra

# data[].attributes.subject
Using AI Technology to Analyse Atomic Spectra

# data[].attributes.body
Chunyu Zhang, John Armstrong

# data[].attributes.headline
Measuring accuracy of manufactured parts using Deep Learning 

# data[].attributes.subject
Measuring accuracy of manufactured parts using Deep Learning 

# data[].attributes.body
Qi Liu and Amlan Basu

# data[].attributes.headline
Off grid renewable energy poweered Hydrogen Storage systems

# data[].attributes.subject
Off grid renewable energy poweered Hydrogen Storage systems

# data[].attributes.body
Ubong - Yahya