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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
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
A Compact Delayed Photocurrent Model Based on a Reduced Order Data-Driven Exponential Time Integrator Earth and Space 2022 Kenneth Chadwick Sockwell, Pavel B. Bochev, Biliana Stefanova Paskaleva	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
Data-Driven Approximation of the Koopman Operator to support the Design of Electrical Systems, Data-Driven Model Integration for the Xyce Circuit Simulator, A nonlinear numerical transient compact photocurrent model and two more 2022 SIAM Conference on Mathematics of Data Science Joshua McKinley Hanson, Andy Huang, Edgar Galvan, Kenneth Chadwick Sockwell, Biliana Stefanova Paskaleva, Charles E. Hembree, Pavel B. Bochev	Abstract – 2022 Abstract	2022
Development of Compact Circuit Models using Generalized Hammerstein-Wiener Models 2022 SIAM Conference on Mathematics of Data Science Biliana Stefanova Paskaleva, Kenneth Chadwick Sockwell, Pavel B. Bochev	Abstract – 2022 Abstract	2022
Air-Sea Light: Coupling Atmosphere and Ocean models through the Bulk Condition 17th Copper Mountain Conference On Iterative Methods (Virtual) Michael James Gaiewski, Kenneth Chadwick Sockwell, Pavel B. Bochev, Jeffrey Connors	Conference Presentation – 2022 Conference Presentation	2022
Air-Sea Light Sandia Virtual Winter Intern Symposium Michael James Gaiewski, Kenneth Chadwick Sockwell, Pavel B. Bochev, Connors Jeffrey	Presentation (non-conference) – 2022 Presentation (non-conference)	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
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
An optimization-based strategy for peridynamic-FEM coupling and for the prescription of nonlocal boundary conditions Marta D'Elia, Pavel B. Bochev, Mauro Perego, Jeremy Trageser, David John Littlewood https://www.osti.gov/search/identifier:1825041	Report – 2021 Report	2021
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
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
Hybrid analytic-numerical compact models for radiation-induced photocurrents. 18th Earth and Space Conference Pavel B. Bochev, Joshua McKinley Hanson, Biliana Stefanova Paskaleva, Charles E. Hembree, Eric R. Keiter, Kenneth Chadwick Sockwell	Abstract – 2021 Abstract	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
Document Title	Type	Year

Results 1–25 of 253

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

Python Data-Driven Model Integration for the Xyce Circuit Simulator

A Compact Delayed Photocurrent Model Based on a Reduced Order Data-Driven Exponential Time Integrator

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

Data-Driven Approximation of the Koopman Operator to support the Design of Electrical Systems, Data-Driven Model Integration for the Xyce Circuit Simulator, A nonlinear numerical transient compact photocurrent model and two more

Development of Compact Circuit Models using Generalized Hammerstein-Wiener Models

Air-Sea Light: Coupling Atmosphere and Ocean models through the Bulk Condition

Air-Sea Light

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

Automated Discovery of DOminaNt physics Informed Surrogates (ADDONIS) Framework

An optimization-based strategy for peridynamic-FEM coupling and for the prescription of nonlocal boundary conditions

Semiconductor Device Models Constructed Using Simple Elements and Auxiliary Dynamics

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

Hybrid analytic-numerical compact models for radiation-induced photocurrents.

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