SDG classification
Each paper is mapped to practical SDG clusters such as clean energy, sustainable cities, responsible production, climate action, quality education and industry innovation.
Enerstay Sustainability Academy
Research and knowledge products by ESG and SDG themes
This catalogue organizes public, sponsor-linked papers and related knowledge products from the Google Scholar publication list. Enerstay Sustainability Academy uses these outputs to build training cases, practice notes, white papers and research literacy materials.
- 4
- SDG research clusters
- 70+
- papers and collaboration outputs
- 2026
- latest indexed work
Knowledge System
From published papers to teachable practice
Enerstay Sustainability Academy classifies research by SDG target and ESG use case, then converts selected findings into lecture materials, topic maps, data exercises, discussion notes and publication-training pathways.
ESG practice notes
Research outputs are summarized into ESG data, MRV, Scope 3, LCA, disclosure analytics, industrial abatement and training-use cases.
Publication training
Academy materials can support topic framing, literature mapping, method selection, result interpretation and reviewer-response training.
Boundary clarity
Knowledge products are educational and research-oriented. They do not replace formal verification, validation, audit or assurance conclusions.
SDG 7 / 11 / 13
Built environment, LCA and verified decarbonization
AI-enabled energy baselines for verified building decarbonization
Links AI-based energy baselining with verifiable building decarbonization, useful for MRV evidence design, operational-energy training and building-performance data exercises.
NatureDigital Life-Cycle Carbon Governance for Climate-Resilient Buildings
Connects whole-life carbon, LCA, MRV and digital governance for climate-resilient buildings, forming a basis for LCA and built-environment knowledge products.
MDPI BuildingsA mini-review of greenhouse gas emissions and mitigation strategies in buildings
A building-sector review that supports classroom comparison of emission sources, mitigation levers and policy pathways for lower-carbon assets.
EmeraldSDG 9 / 12 / 13
Industrial emissions, Scope 3 and environmental disclosure analytics
Mini-Review of Best Practices for Greenhouse Gas Reduction in Singapore's Semiconductor Industry
Summarizes high-GWP gas reduction, abatement choices and monitoring logic for semiconductor manufacturing; useful for industrial MRV and high-GWP training modules.
MDPI ProcessesOptimizing scope 3 emissions in the automotive manufacturing industry
Builds a multidisciplinary framework for Scope 3 data, cloud platforms, analytics and machine learning; suitable for supplier-data and value-chain exercises.
Springer Carbon ResearchMachine learning detection of manipulative environmental disclosures in corporate reports
Uses interpretable machine learning to flag potential environmental-disclosure manipulation, supporting ESG data governance and disclosure-quality training.
NatureSDG 4 / 8 / 9
Education, data intelligence and applied governance
Intelligent evaluation and feedback mechanism based on student behavior data
Supports education-equity and AI-learning analytics topics, giving the Academy examples for research design, data ethics and intelligent-feedback training.
NatureOptimization of credit marketing strategy based on customer demand and RNN
An applied data-science study that can be translated into responsible analytics, demand prediction and governance discussions for ESG-era business education.
Springer Journal of Big DataSDG 2 / 12 / 14
Applied sustainability and field systems
Influence of cultivation conditions on growth and water use
Supports water-use efficiency, resource management and applied agriculture discussions in SDG-oriented research training.
Article PDFROV dynamic modeling and grasping algorithm for underwater control system of marine oil and gas
A field-system and intelligent-control paper that supports technology-transfer discussion around difficult offshore environments and industrial safety.
NatureKnowledge Products
Translate papers into training, white papers and practice notes
Enerstay Sustainability Academy can package selected research into topic maps, literature-review workshops, data exercises, SDG/ESG teaching cases and publication-training pathways for universities, professional groups and corporate cohorts.
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Enerstay Sustainability Academy
zeean@enerstaysustainability.com