2D Materials for Monolithic 3D AI Computing

#2D #semiconductor #growth #MOCVD #MoS2
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Brain-Scale Intelligence with Atomic-Scale Technology: From 2D Materials to Monolithic 3D AI Computing

 

   What becomes possible when we scale computing vertically rather than relying on ever-smaller transistors?

This talk introduces PhantaField’s approach to connecting atomic-scale materials engineering with AI chip architecture—using low-temperature two-dimensional semiconductors to bring memory and computation closer together. 

The talk begins with NanoGalaxy, PhantaField’s 12-inch plasma- and photon-enhanced metalorganic chemical vapor deposition (MOCVD) platform. Designed to grow two-dimensional transition-metal dichalcogenides, including MoS₂, at temperatures below 450 °C, NanoGalaxy combines plasma activation and in-situ ultraviolet illumination to support low-temperature growth and defect control. We will discuss how this approach addresses the thermal constraints of back-end-of-line integration and opens a path to building successive layers of active devices above existing circuitry. We will then introduce Sophon, PhantaField’s monolithic 3D AI accelerator architecture. Its 64-tier reference design interleaves logic and memory above a mature 28 nm silicon base, targeting 330 GB of embedded DRAM and 2.1 PB/s of local weight bandwidth.

Connecting materials, manufacturing, and architecture, the presentation will examine the device-performance requirements, integration challenges, and potential system-level benefits of this approach. The central theme is a path toward brain-scale intelligence through atomic-scale technology—not simply by scaling with more electricity, but by rethinking how computation and memory are built together. 

Read More: A subthermionic tunnel field-effect transistor with an atomically thin channel
     
PhantaField PFG-1 Sophon Whitepaper

 

Speaker:

Dr. Xuejun Xie

Founder & CEO                                                    PhantaField Inc

 AGENDA:

Thursday September 17, 2026

11:30 AM: Networking, Pizza & Drinks

Noon -- 1 pm: Seminar

Please register on Eventbrite before 9:30 AM on Thursday September 17, 2026

$4 IEEE members  $6 non IEEE members

(discounts for unemployed and students )



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  • EAG Labs
  • 810 Kifer Road
  • Sunnyvale, California, California
  • United States 95051
  • Building: ==> Use corner entrance: Kifer Road / San Lucar Court ==> Do not enter at main entrance on Kifer Road

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