ITEA is the Eureka Cluster on software innovation
ITEA is the Eureka Cluster on software innovation
Please note that the ITEA Office will be closed from 25 December 2024 to 1 January 2025 inclusive.
ITEA 4 page header azure circular

D-SIMCON AI Training and Evaluation Platform

Project
20212 AISSI
Type
New product
Description

The D-SIMCON AI Training and Evaluation Platform facilitates a tight integration between an AI model and a simulation model through a standardised communication interface which allows fast and efficient training. This platform is tailored for semiconductor manufacturing plants, and have been successfully testbed in world leading wafer fab fabrication plants.

Contact
Boon Ping Gan
Email
boonping@d-simlab.com
Research area(s)
AI training, reinforcement learning
Technical features

The D-SIMCON AI Training and Evaluation Platform comes with numerous special features, making it very flexible and scalable:

Parallel training on multiple compute nodes, on premise or in the cloud. Adjustable KPI measurement at different aggregation levels and granularity Roll-back of simulation to defined points of time to make the AI training more efficient and allocate runtime to more favourable settings. New types of actions / decision variables can be added.

Integration constraints

Currently supported for Windows and Linux platform only.

Targeted customer(s)

Wafer fabrication plants, assembly & test plants, solar/LED manufacturer

Conditions for reuse

Licensing model, with annual maintenance for upgrades and support.

Confidentiality
Public
Publication date
02-01-2024
Involved partners
D-SIMLAB Technologies Pte Ltd (SGP)