Speed Up Quantum Transport Device Simulation on Ferroelectric ...

Quantum transport device simulation based on the nonequilibrium Green's function (NEGF) has been extensively applied to simulate the nanoscale ...

Quantum transport device simulation based on the nonequilibrium Green's function (NEGF) has been extensively applied to simulate the nanoscale devices. The NEGF ...

Speed Up Quantum Transport Device Simulation on Ferroelectric ...

Speed Up Quantum Transport Device Simulation on. Ferroelectric Tunnel Junction with Machine. Learning Methods. Tong Wu and Jing Guo. Abstract—As the device size ...

Speed Up Quantum Transport Device Simulation on Ferroelectric ...

Download Citation | Speed Up Quantum Transport Device Simulation on Ferroelectric Tunnel Junction With Machine Learning Methods | As the device size scales ...

Enhancing the Capabilities of Quantum Transport Simulations ...

The predicted ML potential enhances the convergence of the coupled Schrodinger and Poisson equation and speeds up the simulation process, ~ 2.5x ...

Jing Guo Publications | University of Florida

Speed up Quantum Transport Device Simulation on Ferroelectric Tunnel Junction with Machine Learning Methods. 1 Nov 2020IEEE Transactions on Electron Devices ...

Deep Learning Accelerated Quantum Transport Simulations in ...

Quantum transport calculations are essential for understanding and designing nanoelectronic devices, yet the trade-off between accuracy and ...

Enhancing the Capabilities of Quantum Transport Simulations ...

Speed Up Quantum Transport Device Simulation on Ferroelectric Tunnel Junction With Machine Learning Methods. Article. Nov 2020. Tong Wu · Jing ...

Quantum Transport Simulations of α-In2Se3 Antiferroelectric Tunnel ...

Due to semiconductor characteristics and non-volatile ferroelectricity, two-dimensional (2D) In2Se3 are considered as potential candidates for ...

CDS&E: Fast Computational Methods for Quantum Simulation of 2D ...

These will enable fast quantum simulations and design of 2D spintronic and electronic devices. The findings from the proposed effort will have ...

Quantum Transport Simulations of a Two-Dimensional SnSe ... - SSRN

S., A novel scalable energy-efficient synaptic device: Crossbar ferroelectric semiconductor junction. 2019; p 6.6.1-6.6.4. 37. Ding, W.; Zhu, J.; Wang, Z ...

Ferroelectric Nanopillar Field-Effect Transistors: Quantum Transport ...

To correctly simulate the proposed FEFET, a full three-dimensional phase-field-based quantum transport model is developed where nonequilibrium ...

Analog/RF performance assessment of ferroelectric junctionless ...

The quantum simulation study investigates the transfer and output characteristics, transconductance, drain conductance, transconductance efficiency, gate ...

RSDFT-NEGF transport simulations in realistic nanoscale transistors ...

... quantum transport model from the original ... Speed Up Quantum Transport Device Simulation on Ferroelectric Tunnel Junction With Machine Learning Methods.

ECCS # 2203625: CDS&E: Machine-Learning-Driven Methods for ...

... device simulations. • ML assisted approach speeds up quantum transpot simulation of ferroelectric ... • Speed up demanding quantum transport device simulations. • ...

UNIVERSITY OF FLORIDA THESIS OR DISSERTATION ...

QUANTUM TRANSPORT DEVICE SIMULATION ON FERROELECTRIC TUNNEL ... quantum transport device simulations. As ... speed up the NEGF device simulation is desired.

Nonequilibrium Green's Function and First-Principles Approach to ...

Therefore, we avoided using the Slonczewski STT term in favour of the quantum transport formulation of the spin current. V. THE FERROELECTRIC ...

Artificial neural network models for metal-ferroelectric-insulator ...

Wu, Speed up quantum transport device simulation on ferroelectric tunnel junction with machine learning methods, IEEE Trans. Electron. Dev., № 67, с. 5229

Quantum Transport and Phase-Field Modeling for Next

Quantum transport simulation is used to examine the properties of graphene nanoribbons in geometries that can be fabricated through bottom-up ...

CCSE Research - Microelectronics - CCSE/LBL

A scalable approach to modeling CNTFETs using the 3D exascale electrostatic-quantum transport ... Simulation Framework for Modeling Ferroelectric Devices, ...