Grant: CCI Applied Research and Development Grants
La Cité collégiale
$30,000.00
Integration of semi-conductors manufacturing physics equation into an artificial intelligence model to improve predictions and detect anomalies
EF 2022-23
Résumé
CircuitMind (d.b.a Solid State AI) is a private company, founded in 2017, that develops and deploys AIMS (software solution) which increases manufacturer's production volume and quality whilst reducing operating costs and resource consumption. Manufacturers using AIMS are in the Semiconductor, Aerospace and Automotive industries. The goal of the project is to solve the problem of real-time poor prediction accuracy of the advanced process controls used in semiconductor fabrication lines. The value created by solving this problem are: increased operating efficiencies, reduced downtime, reduction in costs and scraps. The approach to solve this problem is integration of Physics models, describing the manufacturing processes, with AI models, which captures and learn variables missing in the Physics models. The project will be done in collaboration with the Center of Expertise in Smart Prototyping (CEPI) of La Cité in Ottawa. The CEPI's team has the expertise in AI to help CircuitMind achieve this goal.
Programme
CCI Applied Research and Development Grants
Bénéficiaire
Emplacement
Ontario, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
NSERC's Awards Data
Tel que publié
Application id
CCARD-2022-00259
Name nom
Renaud, Eric
Department département
Head Office/Siège social
Organization id
28248
Institution établissement
La Cité collégiale
Province en
Ontario
Province fr
Ontario
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2022
Competition year année de concours
2022
Award amount
30000
Program id
CCARD
Program name en
CCI Applied Research and Development Grants
Program name fr
ICC Subventions de recherche et développement appliquée
Group en
RESEARCH PARTNERSHIPS
Group fr
PARTENARIATS DE RECHERCHE
Committee code
97
Committee name en
Scholarships and Fellowships Internal Decision Committee
Committee name fr
Comité de décision interne - Bourses
Area of application code
9999
Area of application group en
Not available
Area of application group fr
Non disponible
Area of application en
Not available
Area of application fr
Non disponible
Research subject code
9999
Research subject group en
Not available
Research subject group fr
Non disponible
Research subject en
Not available
Research subject fr
Non disponible
Installment
inst:1
Partie
1
Nb partie
1
Application title
Integration of semi-conductors manufacturing physics equation into an artificial intelligence model to improve predictions and detect anomalies
Application summary
CircuitMind (d.b.a Solid State AI) is a private company, founded in 2017, that develops and deploys AIMS (software solution) which increases manufacturer's production volume and quality whilst reducing operating costs and resource consumption. Manufacturers using AIMS are in the Semiconductor, Aerospace and Automotive industries. The goal of the project is to solve the problem of real-time poor prediction accuracy of the advanced process controls used in semiconductor fabrication lines. The value created by solving this problem are: increased operating efficiencies, reduced downtime, reduction in costs and scraps. The approach to solve this problem is integration of Physics models, describing the manufacturing processes, with AI models, which captures and learn variables missing in the Physics models. The project will be done in collaboration with the Center of Expertise in Smart Prototyping (CEPI) of La Cité in Ottawa. The CEPI's team has the expertise in AI to help CircuitMind achieve this goal.
