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Meeting MS&T24: Materials Science & Technology
Symposium Advances in Multiphysics Modeling and Multi-modal Imaging of Functional Materials
Presentation Title Atom-to-Architecture Co-Design of Next-Generation High-Efficiency Microelectronics through High-Fidelity Device Modeling
Author(s) Zhi Jackie Yao, Andy Nonaka, Revathi Jambunathan, Prabhar Kumar, Saurabh Sawant
On-Site Speaker (Planned) Zhi Jackie Yao
Abstract Scope To resolve the ever-growing energy consumption challenge in computing in the new information technology (IT) era, correlated materials such as ferromagnets and multiferroics have been employed in microelectronics, providing a promising pathway to develop the next-generation beyond-CMOS microelectronics and bring down the energy dissipation. However, the lack of device-level modeling tools limits the understanding of beyond-Moore devices and systems, and thus adversely affects future advances in microelectronics. I will introduce our efforts in implementing device modeling algorithms that fully leverage modern supercomputers. Our developed numerical tools offer algorithmic flexibility, proven accuracy, portability, and massively GPU-accelerated efficiency that is far beyond the reach of commercial and other research-grade tools. The software currently encompasses electronic, nanomagnetic, ferroelectric, and nanomechanical capabilities, and has been used to design innovative devices, such as compact magnetoelectric spin-orbit logic (MESO) and negative-capacitance field effect transistors (NCFET), and to inspire new devices such as strain-mediated magnetoelectric antennas.

OTHER PAPERS PLANNED FOR THIS SYMPOSIUM

A Thermodynamically Consistent Model for Yield Stress Fluids
Advances in THz Nano-Imaging: from Qubit Circuits to Topological Edge States
Analytical Model and Dynamical Phase-Field simulations of Terahertz Susceptibility in Ferroelectrics
Atom-to-Architecture Co-Design of Next-Generation High-Efficiency Microelectronics through High-Fidelity Device Modeling
Automated Quantification and Quality of Piezo Force Microscopy Results Especially for Polycrystalline Piezoelectrics
Chemo-Mechanical Origin of Accelerated Oxidation Near the Surface Flaws
Construction of Coarse-Grained Molecular Dynamics with Many-Body Non-Markovian Memory
Deep Operator Learning for Battery Characterization: From Materials to Systems
Determining Heterogeneous Elastic Properties of Soft Materials Using Physics-Informed Neural Networks
Equilibrium and Nonequilibrium Thermodynamics of Ferroics
Fouriera: Automated Spectral Methods for Multiphysics Problems via Symbolic Computing
Identifying Internal Process Order Parameters in Nonstoichiometric Oxides Described by Sublattice Model
Insight into Optical Control of Ferroelectrics Using Density Functional Theory
J-1: Integration of Phase-Field Model and Fast Fourier Transform-Based Crystal Plasticity with Geometrically Necessary Dislocations to Model Simulate Microstructure Evolution of Gradient Grained Metals
Molecular Dynamic Simulation of Pectin and Cellulose Nanocrystals Composites
Nanocomposite Electrical Generators: A Multiscale Approach
Numerical Solution for the Average Velocity of Dislocations Following the Kink-Pair Mechanism
Probing Short-Wavelength Magnonics Using IR-Band Stroboscope
The Cheap Stochastic Surrogate Model for the Precipitation Quasi-Geostrophic Equations
Thermodynamics and Ultrafast Evolution of Nanoscale Polar Structures
Ultrafast X-Ray Imaging and Dynamics in Functional Complex Oxides: Nanoscale Transformations and Dynamical Modes
X-Ray Ptychographic Tomography at the Diamond Light Source

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