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This presentation presents and overview of how the use of manifold learning methods can be used not only to search for targeted properties among an existing database but to also discover new structure-chemistry-property relationships. The value of using these methods is to identify pathways for discovery. The focus of this talk is to advance a new paradigm in which one explores the structure of data to ascertain and uncover relationships that would not be easily identified via computational and/or experimental methods. Examples are given in crystal chemistry, alloy design and chemical imaging.

Sessions Included:

Manifold Learning for Materials Discovery: The Next Phase for Exploring the Materials Genome (Mar 29, 2016 07:45 AM)

Sessions Included:

Incorporating Sustainability Principles into Your Research (Mar 29, 2016 09:30 AM)

Panel Discussion: Industry Perspectives on Sustainability Across the Supply Chain: Challenges and Opportunities (Mar 30, 2016 02:00 PM)

Materials and Sustainable Development (Mar 29, 2016 12:45 PM)

Redox Active Metal Oxide-Based Solar Thermochemical Fuels: Issues of Materials Challenges, Efficiency, Scale, and Economics (Mar 29, 2016 01:00 PM)

Steam Condensation Rate Improvement Using Metal Matrix-Hydrophobic Nanoparticle Composites for Sustainable Thermal Power Plant Efficiency Enhancement (Mar 29, 2016 01:30 PM)

Sustainability Assessments of "Sustainable" Technologies: Lighting, Thin-Film Solar Cells and Recycling of Consumer Electronics (Mar 29, 2016 02:15 PM)

Societal Perception of Nanomaterials, Sustainable Development and Responsible Research: A French Interdisciplinary Approach (Mar 29, 2016 02:45 PM)

Analysis of Air Particulate Emissions Collected Downwind of an Automobile Shredding Operation: Implications for the Environment and Human Health (Mar 29, 2016 03:15 PM)

Materials and Technologies for XXI Century (Mar 30, 2016 07:30 AM)

Sustainable Thermoplastic Elastomers Derived from Fatty Acids (Mar 30, 2016 08:00 AM)

Recycled Asphalt Concrete: The Inevitable Sustainable Road Material (Mar 30, 2016 08:30 AM)

NSF Opportunities in Sustainable Materials Research (Mar 30, 2016 09:30 AM)

The Fourth Wave: Sustainability, Management and the Age of the Anthropocene (Mar 30, 2016 12:30 PM)

Consumers, Regulation and Sustainability (Mar 30, 2016 01:00 PM)

Breakthrough Water Purification Technologies Based on Nanofibrous Membranes (Mar 31, 2016 07:30 AM)

Part I: A Framework for Evaluating Sustainable Development - Five Step Methodology (Mar 28, 2016 12:00 PM)

Part II: Materials and Society - Engaging Learners (Mar 28, 2016 12:00 PM)

Part III: Crossing Disciplinary Boundaries - Challenges and Successes (Mar 28, 2016 12:00 PM)

This tutorial focused on the materials challenges and prospects of next-generation rechargeable battery chemistries and liquid and solid electrolytes for lithium and sodium ion-based electrochemical devices

Sessions Included:

Part I: Electrode Materials for Next Generation Rechargeable Batteries (Mar 28, 2016 07:30 AM)

Part II: Problems and Progress in Liquid and Solid Electrolytes for Alkali Metal-Based Electrochemical Devices (Mar 28, 2016 07:30 AM)

Sessions Included:

Hybrid Perovskite Solar Cells: Opportunities and Challenges (Mar 30, 2016 07:00 AM)