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
- 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)