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A materials genome approach for heterogeneous integration [Abstract]

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conference contribution
posted on 07.11.2016, 13:42 by Zhiheng Huang, Jinxin Liu, Paul Conway, Yang [Sun Yat-sen University] Liu
As heterogeneous integration and orthogonal scaling gradually dominate the semiconductor industry ecosystem, a holistic approach of co-designing materials, process, chip and system interactions is required. In particular, materials used in the heterogeneous integration are approaching their physical limits. As such current and new materials are key to the development of new devices and disruptive technologies. The myriad of materials spanning multiple scales and the inherent multiscale microstructures of materials ultimately control the properties of components and thence the performance of devices. In the orthogonal scaling era, material and microstructural parameters at scales ranging from an electronic and atomistic/molecular scale up to a meso-scale become significant and drives the continuation of the orthogonal scaling. A co-design platform for heterogeneous integration requires a transition from computer-aided new material design to novel simulation and virtual integration during product development. In such a scenario, key material parameters with respect to interfaces, dispersion of nano-material constituents, porosity, and hierarchical microstructural information need to be quantified in the first instance, followed by establishing linkages among materials, process and device performance using deep learning algorithms. Such hierarchical microstructural informatics, or the so called “materials genome”, is currently lacking but needs to be accessible and fully incorporated into the co-design platform for new future devices. This paper outlines the necessity of the materials genome approach for heterogeneous integration and reviews the building blocks and recent progress towards this direction in light of the accomplishments of the US Materials Genome Initiative (MGI) in the first five years.

History

School

  • Mechanical, Electrical and Manufacturing Engineering

Published in

15th International Symposium on Microelectronics and Packaging

Citation

HUANG, Z. ...et al., 2016. A materials genome approach for heterogeneous integration. Presented at the 15th International Symposium on Microelectronics and Packaging (ISMP 2016), Seoul, South Korea, Oct. 24-26th.

Publisher

KMEPS

Version

AM (Accepted Manuscript)

Publisher statement

This work is made available according to the conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by-nc-nd/4.0/

Acceptance date

30/09/2016

Publication date

2016

Notes

This an abstract of a conference paper.

Publisher version

Language

en

Location

Seoul, South Korea

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