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Literature review examining the intersection of ceramics manufacturing and data science, analyzing machine learning, regression, and data extraction approaches to support sustainability and decarbonization in the ceramics industry.
Title:
Ceramics Research Done Smartly: Accelerating the Transition to Sustainable Ceramics
Type of document:
Literature review
Subject:
Sustainable ceramics and data science integration
Keywords:
Ceramics, Sustainability, Data Science, Machine Learning, Deep Learning, Large Language Model, Regression, Data Extraction
Industry focus:
Ceramics manufacturing industry
Geographical reference:
Europe
Referenced organization:
European Ceramic Industry Association
Referenced publication:
Ceramic Roadmap to 2050
Year of referenced roadmap:
2021
Environmental focus:
CO2 emissions and decarbonization
Industrial processes covered:
Mining, transportation, milling, mixing, drying, firing, finishing
Technological focus:
Database creation, machine learning models, regression methods, data extraction techniques
Scope:
Broadly applicable procedures across ceramic materials
Objective:
Evaluation of data science approaches to enhance sustainability in ceramics
Target audience:
Researchers in data science and sustainable ceramics
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Note:
Year
Context description:
Instructional document for preparing papers for the Journal of Advanced Ceramics, including guidelines for abstract, manuscript preparation, and submission procedures.
Year:
2022
Region / city:
Snowbird, Utah
Topic:
Ultra-High Temperature Ceramics, Materials for Extreme Environment Applications
Document Type:
Conference Program
Organization:
Engineering Conferences International
Author:
Daniel Butts, Carmen Carney, Carolina Tallon, Gregory Thompson, Chris Weinberger
Target audience:
Researchers, engineers, professionals in materials science and engineering
Period of validity:
June 5-8, 2022
Approval date:
N/A
Date of changes:
N/A
Note:
Year
Contextual description of the document:
A detailed guide on pit firing ceramics using wild clay, including materials, techniques, and environmental factors involved.
Year:
2025–2026
Region / Country:
United Kingdom
Subject:
British ceramics and enamels research
Document Type:
Grant application form
Organization:
English Ceramic Circle
Institution Type:
Registered charity
Charity Registration Number:
1097063 (England and Wales)
Grant Program:
ECC Research Grants
Grant Amount:
Up to £1000 per grant
Number of Grants:
Up to three
Application Deadline:
1 October 2025
Contact Person:
Dr Jim Peake
Responsible Body:
ECC Grants Committee
Submission Methods:
Email or postal submission
Postal Address:
Grants Committee, English Ceramic Circle, BM7246, London, WC1N 3XX, UK
Contact Email:
[email protected]
Publication Date:
June 2025
Target Applicants:
Researchers studying ceramics or enamels manufactured in the British Isles
Required Materials:
Project description, research plan, budget summary, references, supporting documents
Year:
2023
Region/City:
London
Subject:
Education, Ceramics
Document Type:
Job Description
Organization:
Morley College London
Author:
Human Resources Department
Target Audience:
Potential job applicants
Period of Action:
Not specified
Approval Date:
Not specified
Date of Changes:
Not specified
Year:
Not specified
Region / City:
Not specified
Subject:
Thermodynamic stability and phase diagrams
Document Type:
Scientific description / Methodology
Institution:
Not specified
Author:
Not specified
Target Audience:
Materials scientists and engineers
Period Covered:
Not specified
Date of Approval:
Not specified
Date of Revision:
Not specified
Equations Included:
Gibbs free energy, enthalpy, entropy, ideal and non-ideal solutions
Materials Covered:
Metals, ceramics, polymers
Year:
2021
Region / City:
Bangladesh
Topic:
Skills Development, Education, Economic Transformation
Document Type:
Aide Memoire
Author:
World Bank
Target Audience:
Government officials, development agencies, educational institutions
Period of Validity:
2021-2026
Approval Date:
May 20, 2021
Amendment Date:
N/A
Date of Last Update:
December 23, 2021
Year:
2020
Region / city:
UK
Topic:
Business collaboration, research funding
Document type:
Guidance Notes
Organisation / institution:
Economic and Social Research Council (ESRC)
Author:
Economic and Social Research Council (ESRC)
Target audience:
Social science PhD candidates and early career researchers (ECRs)
Period of validity:
Until 28 February 2021
Approval date:
Not specified
Date of changes:
Not specified
Year:
2023
Region / City:
Vantharumoolai, Batticaloa
Subject:
Construction of Overhead Water Tank with Pump House in Faculty of Agriculture
Document Type:
Bidding Document
Organization / Institution:
Eastern University Sri Lanka
Author:
Eastern University Sri Lanka
Target Audience:
Bidders for the construction project
Period of validity:
N/A
Approval Date:
N/A
Date of last revision:
N/A
Year:
2021
Region / City:
Elk City, Oklahoma
Topic:
Transportation, Infrastructure
Document Type:
Technical Report
Organization:
Oklahoma Transportation
Author:
Office of Research and Implementation, Oklahoma Transportation
Target Audience:
Transportation professionals, highway engineers, government agencies
Period of validity:
N/A
Approval Date:
March 2021
Date of Changes:
N/A
Contextual Description:
Technical report detailing the design and implementation of a Diverging Diamond Interchange (DDI) in Elk City, Oklahoma, part of a broader transportation innovation initiative.
Year:
2020
Region / city:
Bangladesh
Theme:
Skills Development, Education, Employment
Document Type:
Stakeholder Engagement Plan
Organization / Institution:
Directorate of Technical Education, Ministry of Education
Author:
Directorate of Technical Education
Target Audience:
Stakeholders involved in the ASSET project
Implementation Period:
2020–ongoing
Approval Date:
November 2020
Date of Amendments:
Not specified
Year:
2021
Region / City:
Ethiopia
Theme:
Energy, Electrification, Rural Development
Document Type:
Stakeholder Engagement Plan
Organization / Institution:
Ethiopian Electric Utility
Author:
Ethiopian Electric Utility
Target Audience:
Stakeholders in the energy sector, local communities, government, and private sector partners
Period of Validity:
January 2021 – ongoing
Approval Date:
January 2021
Date of Changes:
Not specified
Year:
2024
Region / city:
Europe
Topic:
Research and Innovation
Document type:
Consortium Agreement
Organization:
Centre National de la Recherche Scientifique (CNRS)
Author:
Not specified
Target audience:
Research organizations, project partners, and stakeholders
Period of validity:
2024-2027
Approval date:
01/03/2024
Date of amendments:
None specified
Year:
2020
Region / city:
Global
Topic:
COVID-19, Clinical Trials, Remote Monitoring, Data Verification
Document Type:
Guide/Playbook
Organization:
European Medicines Agency (EMA)
Author:
Not specified
Target Audience:
Clinical Trial Monitors, Healthcare Professionals, Regulatory Agencies
Period of Action:
Ongoing during COVID-19 pandemic
Approval Date:
July 2020
Date of Changes:
Not specified
Project name:
Tashkent – Accelerating Investment in Low Emission Vehicles
Project ID:
6417
Type of document:
Terms of Reference
Type of contract:
Direct Contracting
Post title:
Assurance Services (inter control audit) to UNDP project in Uzbekistan
Country / Duty Station:
Tashkent, Uzbekistan
Implementing partner:
Ministry of Transport of the Republic of Uzbekistan
Administering organization:
United Nations Development Programme (UNDP)
Funding source:
Global Environment Facility (GEF) Trust Fund and UNDP TRAC resources
Total budget:
USD 3,869,725
GEF Trust Fund contribution:
USD 3,569,725
UNDP TRAC contribution:
USD 300,000
Project duration:
2021–2027
Project start date:
01.12.2021
Contract duration:
October 7 – December 15
Languages required:
English; Russian desirable
Geographical scope:
Tashkent, Uzbekistan
Thematic focus:
Low-carbon electric mobility, green urban transport corridors, greenhouse gas emission reduction, urban environmental sustainability, gender inclusion
Components:
Institutional framework and strategy development; Pilot implementation of green urban transport corridors; Market transformation for e-mobility; Environmental sustainability measures
Author:
Michael Hindle
Affiliation:
School of Pharmacy, Virginia Commonwealth University, Richmond, VA, USA
Institution:
Virginia Commonwealth University
Country:
United States of America
Subject:
Pharmaceutical aerosol development and neonatal drug delivery
Keywords:
aerosol delivery, premature infants, respiratory distress syndrome, dry powder inhaler, synthetic lung surfactant, in vitro models, in silico simulations
Patient Population:
Premature neonates with respiratory distress syndrome
Drug Components:
DPPC, POPG, B-YL surfactant protein mimic
Excipients:
Mannitol, Sodium Chloride, L-leucine
Device Type:
Air-jet dry powder inhaler
Regulatory Reference:
Draft albuterol metered dose inhaler guidance document by U.S. Food and Drug Administration
Comparative Product:
Curosurf liquid surfactant
Study Type:
Pre-clinical animal study and in vitro airway modeling
Animal Model:
Rabbit surfactant depletion model
Geographic Focus:
Global, including low- and middle-income countries
Clinical Condition:
Neonatal respiratory distress syndrome
Administration Parameters:
30 mg dry powder dose, four actuations, 3 L/min flow rate, delivery within 1 minute
Year:
2024
Region / City:
Pacific Region
Topic:
Sustainable Energy, Stakeholder Engagement
Document Type:
Framework
Organization:
The Pacific Community (SPC)
Author:
Not specified
Target Audience:
Stakeholders involved in sustainable energy transition
Effective Period:
Not specified
Approval Date:
January 31, 2024
Amendment Date:
Not specified
Year:
2024
Region / City:
Madhesh Province, Nepal
Topic:
Economic Empowerment of Rural Women
Document Type:
Progress Report
Institution:
MPTF Office, UN Women
Author:
Mehtap Tatar
Target Audience:
Policymakers, rural women, government officials
Period of Action:
2023-2027
Approval Date:
25/05/2022
Amendment Date:
Not specified
Year:
2025
Region / city:
Hoima (Bunyoro) Region, Uganda
Topic:
HIV Epidemic Control, Healthcare Evaluation
Document Type:
Request for Proposal
Target Audience:
Non-profit organizations, healthcare service providers, HIV/AIDS stakeholders
Period of Activity:
October 2020 – September 2025
Approval Date:
17th June 2025
Amendment Date:
N/A