Publications

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Semiconductor Device Models Constructed Using Simple Elements and Auxiliary Dynamics

Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology

Charles E. Hembree, Joshua McKinley Hanson, Biliana Stefanova Paskaleva, Pavel B. Bochev, Eric R. Keiter, Alan Mar, Ting Mei

Conference Presentation – 2021 Conference Presentation 2021

Data-Driven Compact Models for Circuit Design and Analysis

MSMLMathematical and Scientific Machine Learning Workshop

Karthik Venkatraman Aadithya, Paul Allen Kuberry, Biliana Stefanova Paskaleva, Pavel B. Bochev, Kenneth Michael Leeson, Alan Mar, Ting Mei, Eric R. Keiter

https://www.osti.gov/search/identifier:1810271

Conference Paper – 2020 Conference Paper 2020

Using ML to Develop Compact Models

CMC SIG Weekly Meeting

Karthik Venkatraman Aadithya, Paul Allen Kuberry, Eric R. Keiter, Pavel B. Bochev, Alan Mar, Ting Mei, Biliana Stefanova Paskaleva, Kenneth Michael Leeson

https://www.osti.gov/search/identifier:1779603

Presentation (non-conference) – 2020 Presentation (non-conference) 2020

Development, Demonstration and Validation of Data-driven Compact Diode Models for circuit simulation and analysis

Karthik Venkatraman Aadithya, Paul Allen Kuberry, Biliana Stefanova Paskaleva, Pavel B. Bochev, Kenneth Michael Leeson, Alan Mar, Ting Mei, Eric R. Keiter

https://www.osti.gov/search/identifier:1592881

Report – 2019 Report 2019

Data-driven Circuit Design From Electrical Measurement Data To Compact Device Models

Machine Learning and Deep Learning Conference 2019

Karthik Venkatraman Aadithya, Paul Allen Kuberry, Eric R. Keiter, Pavel B. Bochev, Alan Mar, Ting Mei, Biliana Stefanova Paskaleva, Kenneth Michael Leeson

https://www.osti.gov/search/identifier:1641510

Conference Paper – 2019 Conference Paper 2019
Document Title Type Year