Tutorial Sessions

      
  
  • Nov
    29
    November 29, 2021

    Tutorial DS01: E-MRS/MRS: Deep, Reinforcement, Active Learning for Materials Science and Competition

    Monday, November 29
    8:30 am – 5:00 pm
    Hynes, Level 2, Room 203

    The joint E-MRS/MRS tutorial on Deep, Reinforcement, Active Learning for Materials Science & Competition aims to introduce scientists and engineers from the field of materials science to novel computer-based planning and execution of experiments, as well as data analysis approaches, in order to support the research and development of new materials and processes.


  • Nov
    29
    November 29, 2021

    Tutorial EQ04: Symmetry-Aware Neural Networks for the Material Sciences

    Monday, November 29
    8:30 am – 5:00 pm
    Hynes, Level 2, Room 205

    In this tutorial we will present multiple approaches for incorporating symmetries into machine learning methods, focusing on neural networks.


  • Nov
    29
    November 29, 2021

    Tutorial EQ10: Magnetoelectric Antennas—Materials, Design, Simulation, Fabrication, Test and Applications

    Monday, November 29
    8:30 am – 5:00 pm
    Hynes, Level 2, Room 206

    In this tutorial, we will discuss magnetoelectric antennas, talking about their materials, designs, simulation, fabrication, test and applications. This tutorial targets an audience interested in working in the area of magnetic, piezoelectric, multiferroic and magnetoeletcric materials and how they contribute to the performance of magnetoelectric antennas working from VLF (3~30 kHz) to UHF (300~3000 MHz) frequency range. Focus of the tutorial will be on the materials, designs, simulation, fabrication, test and applications of these magnetoelectric antennas.


  • Nov
    29
    November 29, 2021

    Tutorial EQ08: Artificial Intelligence in Nanophotonics, Metamaterials and Metasurfaces

    Monday, November 29
    8:30 am – 5:00 pm
    Hynes, Level 2, Room 201

    This tutorial will focus on applications of artificial intelligence in nanophotonics, metamaterials, and metasurfaces.


  • Nov
    29
    November 29, 2021

    Tutorial EQ05: Optical Metasurfaces—Materials, Designs, and Advanced Device Applications

    Monday, November 29
    8:30 am – 5:00 pm
    Hynes, Level 2, Room 210

    This tutorial will cover the fundamental principles, advanced designs and technological applications of optical metasurfaces, focusing on the topics of (I) High Performance Metasurface Flat Optics: from Components to Systems, (II) Nonlinear Optical Metasurfaces, (III) Electrically Tunable Metamaterials and Metasurfaces for Control of Absorption, Emission and Scattering, and (IV) Optimization and machine learning for metasurface design.


  • Nov
    29
    November 29, 2021

    Tutorial EQ02: Heterostructures of Various Dimensional Materials—From Epitaxy to Device Applications

    Monday, November 29
    8:30 am – 5:00 pm
    Hynes, Level 2, Room 200

    The tutorial focuses on the fundamentals and applications of heterogeneously integrated structures using 1D, 2D, and 3D materials from the growth of 3D materials on 2D materials, and various lift-off technologies to heterogeneous integration of electronic/optoelectronic devices.


  • Nov
    29
    November 29, 2021

    Tutorial CH01: Electrochemical Impedance Spectroscopy Applied to Interfacial Battery Investigation

    Monday, November 29
    8:30 am – 12:00 pm
    Virtual

    Convenient experimental set-up in order to record unambiguous EIS data; use of adequate EIS signal (a special attention will be given to GEIS and PEIS); data analysis through the use of both Nyquist and Bode diagrams; understanding the interest and limits of equivalent electrical circuit models


  • Nov
    29
    November 29, 2021

    Tutorial EN12: Emerging Tools for Battery Technologies—Cost, Materials and Performance Analysis and Prediction

    Monday, November 29
    8:30 am – 12:00 pm
    Virtual

    This tutorial session reviews several emerging tools for the cost, materials and performance analysis and prediction for battery applications.


  • Nov
    29
    November 29, 2021

    Tutorial CH04: Machine Learning and AI Methods for Materials Science—Applications to Theory, Characterization, and Smart Experiments

    Monday, November 29
    8:30 am – 5:00 pm
    Virtual

    The learning objectives will be to provide an introduction into state of the art for machine learning in materials science.


  • Nov
    29
    November 29, 2021

    Tutorial EN03: Four-Phonon Scattering—A Critical Process Determining Thermal and Radiative Properties

    Monday, November 29
    1:30 pm – 5:00 pm
    Hynes, Level 2, Room 202

    After this tutorial, the audience is expected to (1) be familiar with the background of three- and four-phonon scattering and their roles in thermal and radiative properties of materials, (2) understand the various characteristics of four-phonon scattering mechanism in different systems and scenarios, (3) understand the broad impact of four-phonon scattering on thermal transport and radiative properties in various materials, (4) be able to tell in which types of materials and scenarios will four-phonon scattering be critical, (5) be able to use the open-source code Four-Phonon together with Sheng BTE to calculate four-phonon scattering rates (linewidth) and thermal conductivities for materials.


  • Nov
    29
    November 29, 2021

    Tutorial EN04: The Physics and Engineering of Crystalline Silicon Photo-Voltaic Conversion, Technology and Systems

    Monday, November 29
    1:30 pm – 5:00 pm
    Virtual

    The learning objective of this comprehensive tutorial are 1) understanding the fundamental principles of photovoltaic energy conversions; 2) understanding of the physics and chemistry behind materials and interface engineering for crystalline silicon PV technology, 3) understanding of the design principles of the various silicon PV device architectures and module concepts and 4) the understanding of the role of a circular value chain of crystalline silicon photovoltaics in the energy transition towards a 100% renewable energy future.


  • Nov
    29
    November 29, 2021

    Tutorial EQ07: Mechanics and Moirés in 2D Materials

    Monday, November 29
    1:30 pm – 5:00 pm
    Virtual

    The tutorial will focus on the fundamental science of the mechanical behavior and the moiré superlattice of 2D materials.


  • Nov
    29
    November 29, 2021

    Tutorial EN01: Materials for Sustainable Electronics

    Monday, November 29
    1:30 pm – 6:00 pm
    Virtual

    This tutorial will cover the expanding role of electronics in sustainability and power and renewable energy production.


Publishing Alliance

MRS publishes with Springer Nature

 

Symposium Support