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Publication	Type	Year
Python Data-Driven Model Integration for the Xyce Circuit Simulator 2022 Sandia Machine Learning and Deep Learning Workshop Paul Allen Kuberry, Biliana Stefanova Paskaleva, Ting Mei, Eric R. Keiter, Pavel B. Bochev, Thomas E. Buchheit, Matthew R. Glickman	Conference Presentation – 2022 Conference Presentation	2022
Formulation of Partitioned Schemes with Non-Standard Computational Models World Congress on Computational Mathematics Amy Grace de Castro, Paul Allen Kuberry, Irina Kalashnikova Tezaur, Pavel B. Bochev	Conference Presentation – 2022 Conference Presentation	2022
Mathematics, algorithms, and software for predictive digital twins (DT) in CFD 22nd Computational Fluids Conference Pavel B. Bochev, Irina Kalashnikova Tezaur, Paul Allen Kuberry, Omar Ghattas, Karen Willcox	Abstract – 2022 Abstract	2022
Metrics for Intercomparison of Remapping Algorithms (MIRA) applied to Earth System Models Geoscientific Model Development Vijay Mahadevan, Jorge Guerra, Xiangmin Jiao, Paul Allen Kuberry, Yipeng Li, Paul Ullrich, David Marsico, Robert Jacob, Pavel B. Bochev, Phillip Jones https://www.osti.gov/search/identifier:1877121	Journal Article – 2022 Journal Article	2022
A Novel Partitioned Approach for Reduced Order Model - Finite Element Model (ROM-FEM) and ROM-ROM Coupling Earth and Space 2022 Proceedings Amy Grace de Castro, Paul Allen Kuberry, Irina Kalashnikova Tezaur, Pavel B. Bochev	Journal Article – 2022 Journal Article	2022
Xyce Circuit Simulator and Surrogate Modeling DARPA Microelectronics Access Design Automation Meeting Eric R. Keiter, Jason Verley, Heidi K. Thornquist, Paul Allen Kuberry, Edgar Galvan	Display or Poster (non-conference) – 2022 Display or Poster (non-conference)	2022
Python Data-Driven Model Integration for the Xyce Circuit Simulator 2022 Tri-lab Advanced Simulation & Computing Sustainable Scientific Software Conference Paul Allen Kuberry, Biliana Stefanova Paskaleva, Ting Mei, Eric R. Keiter, Pavel B. Bochev, Thomas E. Buchheit, Matthew R. Glickman	Conference Presentation – 2022 Conference Presentation	2022
Interface Flux Recovery Framework for Constructing Partitioned Heterogeneous Time-Integration Methods Iterative Methods 2022 (Virtual) Kenneth Chadwick Sockwell, Paul Allen Kuberry, Kara J. Peterson, Pavel B. Bochev	Conference Presentation – 2022 Conference Presentation	2022
Meshless Remap of Native Fields for Earth System Models via Generalized Moving Least Squares 17th Copper Mountain Conference On Iterative Methods (Virtual) Paul Allen Kuberry, Kenneth Chadwick Sockwell, Christopher Eldred, Mauro Perego, Pavel B. Bochev, Kara J. Peterson	Conference Presentation – 2022 Conference Presentation	2022
A Lagrange Multiplier Partitioned Scheme for Coupling Reduced Order Models Copper Mountain Conference on Iterative Methods (Virtual) Amy Grace de Castro, Paul Allen Kuberry, Irina Kalashnikova Tezaur, Pavel B. Bochev	Conference Presentation – 2022 Conference Presentation	2022
First-Passage Time Statistics on Surfaces of General Shape: Surface PDE Solvers using Generalized Moving Least Squares (GMLS) Journal of Computational Physics Benjamin Gross, Paul Allen Kuberry, Paul Atzberger	Journal Article – 2022 Journal Article	2022
Remapping native fields for climate applications 15th World Congress on Computational Mechanics (WCCM-XV) Paul Allen Kuberry, Mauro Perego, Nathaniel Albert Trask, Pavel B. Bochev	Abstract – 2021 Abstract	2021
Partitioned schemes with non-standard computational models. Part 1: Formulation. 15th World Congress on Computational Mechanics (WCCM-XV) Amy Grace de Castro, Paul Allen Kuberry, Irina Kalashnikova Tezaur, Pavel B. Bochev	Abstract – 2021 Abstract	2021
Partitioned schemes with non-standard computational models. Part 2: Analysis 15th World Congress on Computational Mechanics Amy Grace de Castro, Paul Allen Kuberry, Irina Kalashnikova Tezaur, Pavel B. Bochev	Abstract – 2021 Abstract	2021
The ASC Advanced Machine Learning Initiative at Sandia National Laboratories: FY21 Accomplishments and FY22 Plans ASC AMLI Program Review Ron A. Oldfield, Sharlotte LorraineBolyard Kramer, Ahmad Rushdi, Erin Acquesta, John M Emery, Paul Allen Kuberry, Jaideep Ray, Sarah Ackerman, Eric Christopher Cyr, Gary Joseph Saavedra, Clayton Hughes, Suma George Cardwell, John Darby Smith	Presentation (non-conference) – 2021 Presentation (non-conference)	2021
Automated Discovery of DOminaNt physics Informed Surrogates (ADDONIS) Framework Artificial intelligence for Earth System Predicition Kenneth Chadwick Sockwell, Paul Allen Kuberry, James Derek Tucker, Pavel B. Bochev	Presentation (non-conference) – 2021 Presentation (non-conference)	2021
Xyce Python Model Interpreter (Xyce-PyMi) for enabling ML advancements in production circuit simulation software Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology Paul Allen Kuberry, Ting Mei, Eric R. Keiter, Biliana Stefanova Paskaleva, Pavel B. Bochev, Joshua McKinley Hanson	Conference Presentation – 2021 Conference Presentation	2021
Data-Driven Compact Modeling of Bipolar Junction Transistors with Recurrent Neural Networks Mmld-cest-2021 Biliana Stefanova Paskaleva, Viraj Shitole, Elyse Rosenbaum, Joshua McKinley Hanson, Alan Yang, Paul Allen Kuberry	Conference Presentation – 2021 Conference Presentation	2021
Xyce Circuit Simulator and Surrogate Modeling DARPA Electronics Resurgence Initiative (ERI) Summit & Microsystems Technology Office (MTO) Symposium Eric R. Keiter, Jason Verley, Heidi K. Thornquist, Paul Allen Kuberry, Edgar Galvan	Conference Poster – 2021 Conference Poster	2021
An embedded Python model interpreter for XyceTM (Xyce-PyMi) Paul Allen Kuberry, Eric R. Keiter https://www.osti.gov/search/identifier:1813650	SAND Report – 2021 SAND Report	2021
Partitioned ROM-FEM model coupling for transmission problems Summer Intern Program Poster Blitz Amy Grace de Castro, Paul Allen Kuberry, Pavel B. Bochev	Abstract – 2021 Abstract	2021
A Numerical Compact Photocurrent Model and its Implementation via Xyce-PyMi Machine Learning and Deep Learning Conference (MLDL 2021) Joshua McKinley Hanson, Biliana Stefanova Paskaleva, Pavel B. Bochev, Eric R. Keiter, Charles E. Hembree, Paul Allen Kuberry https://www.osti.gov/search/identifier:1876997	Conference Presentation – 2021 Conference Presentation	2021
Synchronous And Concurrent Multidomain Computing Method For Cloud Computing Platforms SIAM Journal on Scientific Computing Marcelino Anguiano, Paul Allen Kuberry, Pavel B. Bochev, Arif Masud https://www.osti.gov/search/identifier:1810359	Journal Article – 2021 Journal Article	2021
The Interface-Flux-Recovery (IFR) Methodfor Conservative and Stable Coupling Schemesin Geophysical Fluids and Mechanics Coupled Problems Kenneth Chadwick Sockwell, Pavel B. Bochev, Kara J. Peterson, Paul Allen Kuberry https://www.osti.gov/search/identifier:1877832	Conference Presentation – 2021 Conference Presentation	2021
Data-driven compact modeling of bipolar junction transistors with recurrent neural networks Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering and Technology (MMLDT-CSET) Joshua McKinley Hanson, Biliana Stefanova Paskaleva, Paul Allen Kuberry, Elyse Rosenbaum, Alan Yang, Viraj Shitole	Abstract – 2021 Abstract	2021
Document Title	Type	Year

Results 1–25 of 103

Publications

Python Data-Driven Model Integration for the Xyce Circuit Simulator

Formulation of Partitioned Schemes with Non-Standard Computational Models

Mathematics, algorithms, and software for predictive digital twins (DT) in CFD

Metrics for Intercomparison of Remapping Algorithms (MIRA) applied to Earth System Models

A Novel Partitioned Approach for Reduced Order Model - Finite Element Model (ROM-FEM) and ROM-ROM Coupling

Xyce Circuit Simulator and Surrogate Modeling

Python Data-Driven Model Integration for the Xyce Circuit Simulator

Interface Flux Recovery Framework for Constructing Partitioned Heterogeneous Time-Integration Methods

Meshless Remap of Native Fields for Earth System Models via Generalized Moving Least Squares

A Lagrange Multiplier Partitioned Scheme for Coupling Reduced Order Models

First-Passage Time Statistics on Surfaces of General Shape: Surface PDE Solvers using Generalized Moving Least Squares (GMLS)

Remapping native fields for climate applications

Partitioned schemes with non-standard computational models. Part 1: Formulation.

Partitioned schemes with non-standard computational models. Part 2: Analysis

The ASC Advanced Machine Learning Initiative at Sandia National Laboratories: FY21 Accomplishments and FY22 Plans

Automated Discovery of DOminaNt physics Informed Surrogates (ADDONIS) Framework

Xyce Python Model Interpreter (Xyce-PyMi) for enabling ML advancements in production circuit simulation software

Data-Driven Compact Modeling of Bipolar Junction Transistors with Recurrent Neural Networks

Xyce Circuit Simulator and Surrogate Modeling

An embedded Python model interpreter for XyceTM (Xyce-PyMi)

Partitioned ROM-FEM model coupling for transmission problems

A Numerical Compact Photocurrent Model and its Implementation via Xyce-PyMi

Synchronous And Concurrent Multidomain Computing Method For Cloud Computing Platforms

The Interface-Flux-Recovery (IFR) Methodfor Conservative and Stable Coupling Schemesin Geophysical Fluids and Mechanics

Data-driven compact modeling of bipolar junction transistors with recurrent neural networks