machine learning
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Developing land use inventories for life cycle assessment of electricity generation
Life cycle inventories of the direct land area required by energy technologies have been limited to date. Research efforts have emphasized the development of impact assessment methods for land use in life cycle assessment, opening...
Handling data complexity of Automating PCF calculations and integration with decision making framework on Decarbonization using Marginal Abatement Cost Curve(MACC)
The chemical industry offering products and solutions for many downstream industries has a key role towards achieving decarbonization in several value chains. Due to the industry’s nature of relying on resource- and emissions-intensive operation, it...
Machine learning in life cycle assessment for process modeling of emerging technologies
The use of life cycle assessment (LCA) is instrumental in identifying environmental hotspots in intricate systems and guiding the design and selection of environmentally friendly production methods. However, the amount of time, resources, and expertise...
Solving LCI data gaps for fine chemicals by retrosynthesis for industrially relevant reactions
Life Cycle Assessment (LCA) is a widely recognized methodology that plays a crucial role in promoting environmentally responsible behaviors and sustainable practices.(1,2) It involves a comprehensive analysis of the material and energy flows that occur...
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- Panel 1 | Driving Sustainable Innovation – Creating better solutions
- Panel 2 | Promoting Circular Economy – From vision to implementation
- Panel 3 | Future-proofing LCA: how to stay relevant in tomorrow’s world? – Sponsored by PRé
- Panel 4 | Combating Climate Change – Sustainable pathways for decarbonization
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- Discussion Session 1 | Life Cycle Innovation in the Urban Environment
- Discussion Session 2 | Life Cycle Innovation and Eco-Design
- Discussion Session 3 | Sustainable Innovation in the Energy Sector (1)
- Discussion Session 4 | Sustainable Innovation in the Energy Sector (2)
- Discussion Session 5 | Life Cycle Innovation in the Bio-Economy and Food Sector
- Discussion Session 6 | Sustainable Lifestyles and Business Models
- Discussion Session 7 | Pathways towards a Circular Economy
- Discussion Session 8 | Life Cycle Innovation in the Chemical Sector
- Discussion Session 9 | Waste Management from a Life Cycle Perspective
- Discussion Session 10 | Innovative Approaches to Assess Sustainability from a Life Cycle Perspective
- Discussion Session 11 | Enhancing the Sustainability of the Marine Environment
- Discussion Session 12 | Leveraging Digitalization to Drive Sustainability
- Discussion Session 13 | Sustainable pathways for decarbonization
- Discussion Session 14 | Fostering Regional Sustainable Development through Life Cycle Approaches
- Discussion Session 15 | Addressing the Social Dimension of Sustainability
- Discussion Session 16 | Impact Valuation and Planetary Boundaries
- Workshops
- Workshop 1 | Creating a global roadmap to drive eco-innovation for sustainable development!
- Workshop 2 | EPOS: An Environmental Product Optimisation Strategy
- Workshop 3 | Ideality & Sustainability: Guiding product innovation
- Workshop 4 | How do I set up an Open Innovation project for Tracer Based Sorting (TBS) technology? Explore new applications of TBS.
- Workshop 5 | How do we design for the circular future we want? A visioning workshop.
- Workshop 6 | Campfire Session – Together towards Transparency
- Workshop 7 | Preparing Input to ISO TC 232 Working group on Measuring Circularity
- Workshop 8 | From knowledge to action: How can life cycle information better affect change
- Workshop 9 | A new methodology being no more contemporary? – How to interpret and weight the outcomes of LCSA
- Workshop 10 | From science-based target setting to comprehensive absolute environmental sustainability assessment
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- Session 1 | Sustainable Innovation through New Technologies & Materials
- Session 2 | Sustainable Innovation in the Building Sector
- Session 3 | Assessing Recycling Systems from a Life Cycle Perspective
- Session 4 | Waste Management from a Lifecycle Perspective
- Session 5 | Leveraging Digitalization to Drive Sustainability
- Session 6 | Innovative Approaches to Sustainable Product Development
- Session 7 | Enhancing Decision-Making through Life Cycle Information
- Session 8 | Applying Life Cycle Information for Communication
- Session 9 | Driving Sustainable Consumption Through Life Cycle Information
- Session 10 | Assessing Regional and Urban Sustainable Development Projects
- Session 11 | Addressing the Social Dimension of Sustainability
- Session 12 | Innovative Approaches to Assess Sustainability from a Life Cycle Perspective (1)
- Session 13 | Innovative Approaches to Assess Sustainability from a Life Cycle Perspective (2)
- Session 14 | Sustainable Innovation in the Transport Sector
- Session 15 | Pathways towards a Circular Economy
- Session 16 | Sustainable Innovation in the Food Sector
- Workshops
- Workshop 1 | LCA for non LCA experts
- Workshop 2 | Eco-Innovation for Sustainable Development
- Workshop 3 | How to promote an idea, through the lens of the World Alliance for Efficient Solutions assessment process
- Workshop 4 | Resource Efficiency and Life Cycle Innovation in the Healthcare Sector
- Workshop 5 | Climbing Mount ThriveAbility – Reporting 3.0
- Workshop 6 | Let’s learn together from selected recent innovations!
- Workshop 7 | SSIC
- Workshop 8 | Identifying Life Cycle Tools for Regional Sustainable Development
- Workshop 9 | Integrating Sustainability Considerations with Business Strategy
- Workshop 10 | Feeding the new product development process with LCA input: What works, what doesn’t and workarounds
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