Enhancing the Capabilities of Quantum Transport Simulations ...

In this work, we present a unique approach based on Neural Networks (NNs) to generate an efficient potential profile guess.

Enhancing the Capabilities of Quantum Transport Simulations Utilizing Machine Learning Strategies ... To read the full-text of this research, you ...

Enhancing the Capabilities of Quantum Transport Simulations ...

Request PDF | On Sep 9, 2024, Ateeb Naseer and others published Enhancing the Capabilities of Quantum Transport Simulations Utilizing ...

Enhancing the Capabilities of Quantum Transport Simulations ...

Enhancing the Capabilities of Quantum Transport Simulations Utilizing Machine Learning Strategies · SID: xyAHPDC5 · DOI: 10.1145/3670474.3685943 ...

Enabling Large-Scale Simulations of Quantum Transport with ...

This work explores how much performance improvement can be driven for quantum transport simulations with the aid of manycore computing.

Enhanced Capabilities of the Nano-Electronic Simulation Software ...

... quantum transport solver in the presence of hole-phonon interactions using a mode-space k \cdot p approach in combination with the existing NEGF module.

Large-scale first-principles quantum transport simulations using ...

As the characteristic lengths of advanced electronic devices are approaching the atomic scale, ab initio simulation method, with full consideration of ...

An open-source C++ library for quantum transport simulations in the ...

This allows refined quantitative predictions even in the presence of many body resonances, such as the Kondo enhancement of cotunneling.

Speed Up Quantum Transport Device Simulation on Ferroelectric ...

improvement of computational time compared to the NEGF simulations for predicting the quantum transmission. ... features with the rest of the original features.

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 ...

Quantum Transport Simulations in 2D Materials for Enhanced High ...

This work explores 2D material quantum transport simulations with the goal of revealing their potential to improve high-frequency circuit performance. We ...

Quantum transport simulations of a two-dimensional SnSe ...

The rapid development and widespread application of information technology, including artificial intelligence, has led to an increasing demand for computer ...

NanoDCAL/Structure and property of quantum transport

Predict transport measurements and validate hypotheses - such as atomic structure, defects and more - about realistic (large scale up to 10,000+ atoms) devices.

Quantum Computing and Simulations for Energy Applications

(299,300) Quantum simulation may also be used to improve the performance of quantum sensing technologies; for example, a quantum simulator ...

Strategies to simulate dephasing-assisted quantum transport on ...

... features of the effective environment. Following the stochastic ... enhancing transport efficiency. To give an intuition on the ...

Acceleration of Quantum Transport Simulations with OpenCL

Stephen Cauley, Jitesh Jain, Cheng-Kok Koh, and Venkataramanan Balakrishnan. 2007. A scalable distributed method for quantum-scale device ...

High Performance Simulations of Quantum Transport ... - YouTube

This work explores how much performance improvement can be driven for NEGF computations with unique features of manycore computing, where ...

Unveiling the Secrets of Quantum Transport in State-of-the-Art Devices

simulation approaches, error correction, enhanced validation, and interdisciplinary collaboration. Looking forward, the road to harnessing ...

Quantum Computing Solutions to empower your business - Eviden

The rise of quantum computers promises to dramatically boost computing power, enabling the simulation of intricate systems in mere seconds. Quantum Computing ...

Enhanced quantum transport in chiral quantum walks

We discuss criteria for quantum transport and study the enhancement that can be achieved with chiral quantum walks on chain-like graphs.