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Communities are often highly motivated to contribute to solutions that enhance their resilience to the increasing effects of climate change. However, while much knowledge already exists on resilient infrastructure, land use and restoration schemes, early... Read more warning systems, recovery and reconstruction practices, amongst others, one-size-fits-all solutions do not account for regional disparities, individual community needs and capabilities. There are three barriers to the planning and implementation of concrete, actionable and tailored resilience strategies: (1) access to relevant place-dependent knowledge, e.g. what could work here?; (2) understanding of the practical steps involved in implementing the identified solutions, e.g. who to involve?, how to fund?, what to consider?; and (3) enabling coordination of isolated local projects to converge into coherent joint action at a larger level. Our project will develop a decision support tool that helps communities create tailored action plans towards climate resilience and adaptability for their local community. Large language models will serve to identify, extract and interpret knowledge from existing document collections, such as scientific articles, climate reports, environmental impact assessments, and policy documents, that can translate into a reliable knowledge base. Remote sensing data will be used to enhance information gained from text, for example, to gather information on geographical features, land use, potential geohazards, to inform which solutions work in specific places and contexts. The successful candidate will work in the new Loughborough Language & Data research group in Computer Science and will also collaborate with colleagues at the UK’s Centre for Environment, Fisheries and Aquaculture Science (CEFAS) towards pathways of impact.Read less
Program overview
Main Subject
Computer Science and Information Systems
Degree
PhD
Study Level
PHD
Study Mode
On Campus
Communities are often highly motivated to contribute to solutions that enhance their resilience to the increasing effects of climate change. However, while much knowledge already exists on resilient infrastructure, land use and restoration schemes, early... Read more warning systems, recovery and reconstruction practices, amongst others, one-size-fits-all solutions do not account for regional disparities, individual community needs and capabilities. There are three barriers to the planning and implementation of concrete, actionable and tailored resilience strategies: (1) access to relevant place-dependent knowledge, e.g. what could work here?; (2) understanding of the practical steps involved in implementing the identified solutions, e.g. who to involve?, how to fund?, what to consider?; and (3) enabling coordination of isolated local projects to converge into coherent joint action at a larger level. Our project will develop a decision support tool that helps communities create tailored action plans towards climate resilience and adaptability for their local community. Large language models will serve to identify, extract and interpret knowledge from existing document collections, such as scientific articles, climate reports, environmental impact assessments, and policy documents, that can translate into a reliable knowledge base. Remote sensing data will be used to enhance information gained from text, for example, to gather information on geographical features, land use, potential geohazards, to inform which solutions work in specific places and contexts. The successful candidate will work in the new Loughborough Language & Data research group in Computer Science and will also collaborate with colleagues at the UK’s Centre for Environment, Fisheries and Aquaculture Science (CEFAS) towards pathways of impact.Read less
Admission Requirements
3.2+
6.5+
92+
Students should have at least, or expected to achieve, a 2:1 honours degree (or equivalent international qualification) or equivalent experience in an area related to computer science.
17 Feb 2025
3 Years
Oct
Scholarships
Selecting the right scholarship can be a daunting process. With countless options available, students often find themselves overwhelmed and confused. The decision can be especially stressful for those facing financial constraints or pursuing specific academic or career goals.
To help students navigate this challenging process, we recommend the following articles:
Building Community Climate Resilience with Large Language Models and Remote Sensing PhD
Loughborough University, Loughborough, United Kingdom
# 251-300QS Subject Rankings
36 monthsProgram duration
17 Feb, 2025Application Deadline
Computer Science and Information SystemsMain Subject Area
Program overview
Main Subject
Computer Science and Information Systems
Degree
PhD
Study Level
PHD
Study Mode
On Campus
Read more warning systems, recovery and reconstruction practices, amongst others, one-size-fits-all solutions do not account for regional disparities, individual community needs and capabilities.
There are three barriers to the planning and implementation of concrete, actionable and tailored resilience strategies: (1) access to relevant place-dependent knowledge, e.g. what could work here?; (2) understanding of the practical steps involved in implementing the identified solutions, e.g. who to involve?, how to fund?, what to consider?; and (3) enabling coordination of isolated local projects to converge into coherent joint action at a larger level.
Our project will develop a decision support tool that helps communities create tailored action plans towards climate resilience and adaptability for their local community.
Large language models will serve to identify, extract and interpret knowledge from existing document collections, such as scientific articles, climate reports, environmental impact assessments, and policy documents, that can translate into a reliable knowledge base. Remote sensing data will be used to enhance information gained from text, for example, to gather information on geographical features, land use, potential geohazards, to inform which solutions work in specific places and contexts.
The successful candidate will work in the new Loughborough Language & Data research group in Computer Science and will also collaborate with colleagues at the UK’s Centre for Environment, Fisheries and Aquaculture Science (CEFAS) towards pathways of impact. Read less
Program overview
Main Subject
Computer Science and Information Systems
Degree
PhD
Study Level
PHD
Study Mode
On Campus
Read more warning systems, recovery and reconstruction practices, amongst others, one-size-fits-all solutions do not account for regional disparities, individual community needs and capabilities.
There are three barriers to the planning and implementation of concrete, actionable and tailored resilience strategies: (1) access to relevant place-dependent knowledge, e.g. what could work here?; (2) understanding of the practical steps involved in implementing the identified solutions, e.g. who to involve?, how to fund?, what to consider?; and (3) enabling coordination of isolated local projects to converge into coherent joint action at a larger level.
Our project will develop a decision support tool that helps communities create tailored action plans towards climate resilience and adaptability for their local community.
Large language models will serve to identify, extract and interpret knowledge from existing document collections, such as scientific articles, climate reports, environmental impact assessments, and policy documents, that can translate into a reliable knowledge base. Remote sensing data will be used to enhance information gained from text, for example, to gather information on geographical features, land use, potential geohazards, to inform which solutions work in specific places and contexts.
The successful candidate will work in the new Loughborough Language & Data research group in Computer Science and will also collaborate with colleagues at the UK’s Centre for Environment, Fisheries and Aquaculture Science (CEFAS) towards pathways of impact. Read less
Admission Requirements
Scholarships
Selecting the right scholarship can be a daunting process. With countless options available, students often find themselves overwhelmed and confused. The decision can be especially stressful for those facing financial constraints or pursuing specific academic or career goals.
To help students navigate this challenging process, we recommend the following articles:
How to get a full scholarship
Looking for a fully-funded scholarship to see you into university? Find out how to boost your chances of getting one.
Scholarships to study abroad
Find scholarships to study abroad with our lists of international scholarships – categorized by country, by subject, and by type of student.
Scholarship Applications: Frequently Asked Questions
Get answers to all your questions about scholarship applications, including tips on how to find scholarships and chances of success.
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Waste-derived Bioplastics for a Circular and Sustainable Food Packaging Economy PhD
Chemistry (4)
Accelerated Screening and Synthesis of New Chemotherapeutic Agents for Pancreatic Cancer PhD
Accelerated Screening and Synthesis of New Chemotherapeutic Agents for Pancreatic Cancer PhD
Bespoke Organometallic Compounds for Anticancer Studies PhD
Bespoke Organometallic Compounds for Anticancer Studies PhD
Biomimmetic Catalytic Asymmetric Synthesis of the Bisorbicillinoids and Related Products PhD
Biomimmetic Catalytic Asymmetric Synthesis of the Bisorbicillinoids and Related Products PhD
Development of Novel Bicyclopentanes (BCP) Bioisosteres From Bench Stable [1.1.1]-Propellane Precursors PhD
Development of Novel Bicyclopentanes (BCP) Bioisosteres From Bench Stable [1.1.1]-Propellane Precursors PhD![Development of Novel Bicyclopentanes (BCP) Bioisosteres From Bench Stable [1.1.1]-Propellane Precursors PhD](/themes/custom/tu_d8/images/uniprofile/link_white.svg)
Computer Science (4)
Application of Machine Learning for Job Scheduling in Computing Clouds PhD
Application of Machine Learning for Job Scheduling in Computing Clouds PhD
Building Community Climate Resilience with Large Language Models and Remote Sensing PhD
Building Community Climate Resilience with Large Language Models and Remote Sensing PhD
Cryptographic Primitives for Symmetric Cryptography PhD
Cryptographic Primitives for Symmetric Cryptography PhD
Enhancing Human-Robot Interaction: Leveraging Artificial Intelligence for Emotional Intelligence in Robotics PhD
Enhancing Human-Robot Interaction: Leveraging Artificial Intelligence for Emotional Intelligence in Robotics PhD
Creative Arts (1)
Big Splash Campaign School of Design and Creative Arts PhD
Big Splash Campaign School of Design and Creative Arts PhD
English and Liberal Arts (3)
Cultural Currents in the Nineteenth and Twentieth Century: Continuities between 'Victorian' and 'Modernist' Literature PhD
Cultural Currents in the Nineteenth and Twentieth Century: Continuities between 'Victorian' and 'Modernist' Literature PhD
Doctoral Research in Health Humanities PhD
Doctoral Research in Health Humanities PhD
Women in Historical Fiction of the English Civil War Era Creative/Critical PhD
Women in Historical Fiction of the English Civil War Era Creative/Critical PhD
Geography and Environment (1)
Out of School Youth Provision: An Analysis of Funding and Operational Resilience within the Sector PhD
Out of School Youth Provision: An Analysis of Funding and Operational Resilience within the Sector PhD
Institute for Digital Technologies (2)
Climate and Ecological Transitions Hub Studentship PhD
Climate and Ecological Transitions Hub Studentship PhD
Communication and Social Change (CSC) Hub Studentship PhD
Communication and Social Change (CSC) Hub Studentship PhD
Materials (5)
Bio-based Sustainable Materials for Autonomous Thermal Management in Wearables PhD
Bio-based Sustainable Materials for Autonomous Thermal Management in Wearables PhD
Computational Modelling of Sustainable Alloys PhD
Computational Modelling of Sustainable Alloys PhD
Developing Novel Antibiofilm Coatings for Sustainable Biofilm-Free Surfaces PhD
Developing Novel Antibiofilm Coatings for Sustainable Biofilm-Free Surfaces PhD
Digital Twins for Biofilm Management PhD
Digital Twins for Biofilm Management PhD
Engineering New Materials for Solid-State Cooling Phd
Engineering New Materials for Solid-State Cooling Phd
Mathematical Sciences (2)
Coherent State Methods in Spectral Asymptotics PhD
Coherent State Methods in Spectral Asymptotics PhD
Dispersionless Integrable Systems In 2+1 Dimensions PhD
Dispersionless Integrable Systems In 2+1 Dimensions PhD
Mathematics Education Centre (1)
Designing Classroom Tasks To Improve Students’ Learning Of Mathematics PhD
Designing Classroom Tasks To Improve Students’ Learning Of Mathematics PhD
Mechanical, Electrical and Manufacturing Engineering (16)
3-Directional Frictional Mechanical Metamaterials (3DFMMs) PhD
3-Directional Frictional Mechanical Metamaterials (3DFMMs) PhD
A Multiscale Investigation of Dislocation-Grain Boundary Interactions in Next Generation Alloys PhD
A Multiscale Investigation of Dislocation-Grain Boundary Interactions in Next Generation Alloys PhD
Adaptive Reconfigurable Intelligent Metasurfaces for 5G/6G Networks PhD
Adaptive Reconfigurable Intelligent Metasurfaces for 5G/6G Networks PhD
Adaptive and Predictive Computational Modelling of Biomaterials: A Digital Twin Framework for Next-Generation Personalised Healthcare PhD
Adaptive and Predictive Computational Modelling of Biomaterials: A Digital Twin Framework for Next-Generation Personalised Healthcare PhD
Advanced Additive Manufacturing For Radiofrequency System Design PhD
Advanced Additive Manufacturing For Radiofrequency System Design PhD
Advanced Antenna Arrays and Metasurfaces for 5G and Space PhD
Advanced Antenna Arrays and Metasurfaces for 5G and Space PhD
Advancing AI-Driven Robotics for Injury Rehabilitation Transform the Future of Medical Robotics with Cutting-Edge Research PhD
An Integrated Approach for Damage Identification in Composite Materials PhD
Biomarkers of Aging PhD
CSC PhD Studentship in Exploring Advanced Materials for Wearable Sensors PhD
Cell Mechanics and Tumour Growth PhD
Cellular Automaton to Model Rapid Crystal Growth and Recrystallisation PhD
Design and fabrication Custom Foot Orthotics PhD
Design of Programmable Mechanical Metamaterials PhD
Dynamic Deformation, Damage and Fracture Of Composites PhD
Using the Metabolome to Study Aging and Geroprotectors in 3D Cell Models PhD
Physics (1)
Development of Hybrid Microcomb Sources with Topologically Protected Dark Resonances for Simultaneous Classical and Quantum PhD
Development of Hybrid Microcomb Sources with Topologically Protected Dark Resonances for Simultaneous Classical and Quantum PhD
Sport, Exercise and Health Sciences (6)
An Evaluation of Erasmus+ Sport Projects and Their Impact on EU Sport Policy Development PhD
An Evaluation of Erasmus+ Sport Projects and Their Impact on EU Sport Policy Development PhD
Climate Change, Work Design and Worker Wellbeing Phd
Climate Change, Work Design and Worker Wellbeing Phd
Developing Prescription Guidelines for Passive Heat Therapy PhD
Developing Prescription Guidelines for Passive Heat Therapy PhD
Does Socialised Real-Life Body Exposure Promote Body Image Positivity PhD
Does Socialised Real-Life Body Exposure Promote Body Image Positivity PhD
Energy Dissipation In Human Soft Tissue During Impacts PhD
Energy Dissipation In Human Soft Tissue During Impacts PhD
Enhancing Motivation in Sport and Exercise Contexts PhD
Enhancing Motivation in Sport and Exercise Contexts PhD