Publications
Current Filters
Clear all
Publication | Type | Year |
---|---|---|
Continuum semiconductor physics model compression via Data-driven Discrete Exterior Calculus8th European Congress on Computational Methods in Applied Sciences and Engineering
|
Conference Presentation – 2022 Conference Presentation | 2022 |
Machine learning of Physics-Informed Graph Neural Networks from TCAD modelsMechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology (IACM conference) 2021
|
Conference Presentation – 2021 Conference Presentation | 2021 |
Machine learning surrogates of high-fidelity electrical modelsREHEDS External Review
|
Presentation (non-conference) – 2021 Presentation (non-conference) | 2021 |
Extraction of Data-Driven Compact Models from High-Fidelity Semiconductor Simulations with Topological Data AnalysisSIAM Conference on Computional Science and Engineering 2021 |
Conference Presentation – 2021 Conference Presentation | 2021 |
Physics-Informed Graph Neural Network for Circuit Compact Model DevelopmentInternational Conference on Simulation of Semiconductor Processes and Devices (SISPAD) 2020 |
Conference Paper – 2020 Conference Paper | 2020 |
Physics-Informed Graph Neural Network for Circuit Compact Model DevelopmentInternational Conference on Semiconductor Simulation of Processes and Devices |
Conference Paper – 2020 Conference Paper | 2020 |
Physics-Informed Graph Neural Network for Circuit Compact Model DevelopmentSispad 2020
|
Abstract – 2020 Abstract | 2020 |
Physics-Informed, Multi-Stage Machine Learning for Circuit Compact ModelsSIAM Conference on Mathematics of Data Science (MDS20)
|
Abstract – 2020 Abstract | 2020 |
NextGen Workflow for Electrical Analysis CalibrationComputer and Information Sciences (CIS) External Review Board (ERB) meeting |
Display or Poster (non-conference) – 2017 Display or Poster (non-conference) | 2017 |
Document Title | Type | Year |