2018 MRS Fall Meeting - Tagged with Symposia>GI01: Machine Learning And Data-Driven Materials Development And Design

GI01.01.01 : Informatics Driven Design of Chemically Complex Materials

8:30 AM–9:00 AM Nov 26, 2018

Hynes, Level 1, Room 110

Krishna RajanUniversity at Buffalo, The State University of New York

GI01.01.02 : Predicting Colloidal Crystals from Shapes via Inverse Design and Machine Learning

9:00 AM–9:15 AM Nov 26, 2018

Hynes, Level 1, Room 110

Yina GengUniversity of Michigan

GI01.01.03 : Machine Learning Augmented Polymer Design—Mapping the Size and Composition of Poly(Oxazolines) to Cloud Points

9:15 AM–9:30 AM Nov 26, 2018

Hynes, Level 1, Room 110

Jatin KumarScientist atInstitute of Materials Research & Engineering

GI01.01.04 : Accelerating Additive Manufacturing via Synergy of Machine Design, Process Control and Toolpath Optimization

9:30 AM–10:00 AM Nov 26, 2018

Hynes, Level 1, Room 110

A. John HartAssociate Professor atMassachusetts Institute of Technology

GI01.01.05 : Accelerating the Discovery of New Energy Materials

10:30 AM–11:00 AM Nov 26, 2018

Hynes, Level 1, Room 110

Brian StoreyDirector atToyota Research Institute

GI01.01.06 : Damage Nucleation and Growth Prediction from Microstructure Spatial Characteristics

11:00 AM–11:15 AM Nov 26, 2018

Hynes, Level 1, Room 110

Benjamin CameronGraduate Student atMassachusetts Institute of Technology

GI01.01.07 : Extraction of Capacitance Variance Mechanisms via a Neural-Net Accelerated Genetic Algorithm

11:15 AM–11:30 AM Nov 26, 2018

Hynes, Level 1, Room 110

Venkatesh Meenakshisundaram

GI01.01.08 : Machine Learned Defect Level Predictor for Semiconductors—The Example of Hybrid Perovskites

11:30 AM–11:45 AM Nov 26, 2018

Hynes, Level 1, Room 110

Arun Kumar Mannodi KanakkithodiPostdoctoral Associate atArgonne National Laboratory

GI01.01.09 : Interplay of Electronic and Structural Features in the Prediction of Organic Solar Cells Efficiency

11:45 AM–12:00 PM Nov 26, 2018

Hynes, Level 1, Room 110

Daniele PadulaResearch Scientist atEmpa

GI01.01: Data Driven Design and Inference for Materials Systems

8:30 AM–12:00 PM Nov 26, 2018

Hynes, Level 1, Room 110

GI01.02.01 : Quantum Machine Learning in Chemical Space

1:30 PM–2:00 PM Nov 26, 2018

Hynes, Level 1, Room 110

Anatole von LilienfeldUniversity of Basel

GI01.02.02 : Landscape of Phosphorescent Light-Emitting Energies of Homoleptic Ir(III)-Complexes Predicted by a Graph-Based Enumeration and Deep Learning

2:00 PM–2:15 PM Nov 26, 2018

Hynes, Level 1, Room 110

Jiho YooResearch Staff Member atSamsung Advanced Institute of Technology

GI01.02.03 : Predicting Hydrogen Storage in Half-a-Million MOFs via Machine Learning

2:15 PM–2:30 PM Nov 26, 2018

Hynes, Level 1, Room 110

Alauddin AhmedAssistant Research Scientist atUniversity of Michigan--Ann Arbor

GI01.02.04 : Data-Driven Materials Design Using the Materials Project

2:30 PM–3:00 PM Nov 26, 2018

Hynes, Level 1, Room 110

Kristin PerssonAssociate Professor atLawrence Berkeley National Laboratory

GI01.02.05 : Functional Defects by Design—A High-Throughput Approach to Energy Materials Discovery

3:30 PM–3:45 PM Nov 26, 2018

Hynes, Level 1, Room 110

Panchapakesan GaneshOak Ridge National Laboratory

GI01.02.06 : Polymer Genome—A Data-Powered Polymer Informatics Platform for Property Predictions

3:45 PM–4:00 PM Nov 26, 2018

Hynes, Level 1, Room 110

Chiho KimUniversity of Connecticut

GI01.02.07 : High-Throughput Materials Discovery and Development—Breakthroughs and Challenges in the Mapping of the Materials Genome

4:00 PM–4:30 PM Nov 26, 2018

Hynes, Level 1, Room 110

Ilaria Siloipost-doctoral research scientist atuniversity of North Texas

GI01.02.08 : Feature-Based Data Analysis for Localized Characterization of Electroactive Materials

4:30 PM–4:45 PM Nov 26, 2018

Hynes, Level 1, Room 110

Dr Nikolay BorodinovPost-doc atOak Ridge National Laboratory

GI01.02.09 : The Search for P-Type Transparent Conducting Chalcogenides

4:45 PM–5:00 PM Nov 26, 2018

Hynes, Level 1, Room 110

Rachel Woods-RobinsonGraduate Student Researcher atLawrence Berkeley National Laboratory

GI01.02: High-Throughput Methods for Enumerating and Searching Combinatorial Spaces I

1:30 PM–5:00 PM Nov 26, 2018

Hynes, Level 1, Room 110