All News Updates
News in 2025
| Date | Message |
|---|---|
| July 2, 2025 | Podcast on defining foundation model is available |
| June 24-27, 2025 | Kevin Chung presented LaSDI-IT at 54th International Annual Conference of the Fraunhofer ICT |
| June 19, 2025 | Youngsoo Choi presented DD-FEM at Large-Scale Scientific Computations Conference |
| June 10-12, 2025 | Youngsoo Choi led a breakout session at DOE ASCR Workshop on Inverse Methods for Complex Systems under Uncertainty |
| June 10, 2025 | Parametric tLaSDI arXiv paper is available |
| June 10, 2025 | mLaSDI arXiv paper is available |
| May 30, 2025 | Defining Foundation Model arXiv paper is available |
| May 5, 2025 | ROM for DED control paper is published in Additive Manufacturing |
| Apr 30, 2025 | gappyAE for earthquake arXiv paper is available |
| Mar 3, 2025 | multi-stage FNO for earthquake arXiv paper is available |
| Feb 4, 2025 | ROM for Plasma arXiv paper is available |
| Jan 15, 2025 | WgLaSDI paper is published in IJNME |
News in 2024
| Date | Message |
|---|---|
| Dec 18, 2024 | Accelerating Climate Tech paper is published in Nature Chemical Engineering |
| Dec 12, 2024 | Approximation of Eigenvalue arXiv paper is available |
| Dec 6, 2024 | Physics-informed CNF NeurIPS workshop paper is available |
| Dec 6, 2024 | Physics-informed CNF NeurIPS workshop paper is available |
| Dec 5, 2024 | ROM for Metal 3D printing NeurIPS workshop paper is available |
| Oct 28, 2024 | DD-FEM for Navier-Stokes NeurIPS workshop paper is available |
| Sep 12, 2025 | ROM for DED process arXiv paper is available |
| Sep 1, 2024 | tLaSDI paper is published in CMAME |
| Aug 1, 2024 | S-OPT paper is published in SISC |
| July 13, 2024 | Data-scarce paper is published in Shock Waves |
| July 8, 2024 | Progressive paper is published in Scientific Reports |
| May 17, 2024 | DD-NM-ROM open source code is available in gitHub |
| May 15, 2024 | DDFEM paper is published in CMAME |
| Apr 29, 2024 | wLaSDI paper is published in CMAME |
| Apr 10, 2024 | Gappy AE paper is published in CMAME |
| Mar 25, 2024 | DD-NM-ROM paper is published in CMAME |
| Mar 22, 2024 | tLaSDI arXiv paper is available |
| Mar 16, 2024 | LaSDI book chapter arXiv paper is available |
| Jan 1, 2024 | GPLaSDI paper is published in CMAME |
News in 2023
| Date | Message |
|---|---|
| Dec 15, 2023 | Alejandro Diaz presented at Machine Learning and the Physical Sciences Workshop, NeurIPS 2023. Paper; Poster; Video |
| Dec 15, 2023 | Aaron Brown presented at Machine Learning and the Physical Sciences Workshop, NeurIPS 2023. Paper; Poster; Video |
| Dec 15, 2023 | Christophe Bonneville presented at Machine Learning and the Physical Sciences Workshop, NeurIPS 2023. Paper; Poster |
| Dec 15, 2023 | Seung Whan Chung presented at Machine Learning and the Physical Sciences Workshop, NeurIPS 2023. Paper; Poster |
| Dec 15, 2023 | Tianshu Wen presented at Machine Learning and the Physical Sciences Workshop, NeurIPS 2023. Paper; Poster; Video |
| Dec 15, 2023 | Ping-Hsuan Tsai presented at Machine Learning and the Physical Sciences Workshop, NeurIPS 2023. Paper; Poster; Video |
| Dec 15, 2023 | Seung Won Suh presented at Machine Learning and the Physical Sciences Workshop, NeurIPS 2023. Paper; Poster; Video |
| Dec 13, 2023 | Gappy auto-encoder arXiv paper is available |
| Dec 6, 2023 | Youngsoo Choi gave a talk at CHaRMNET annual meeting |
| Nov 20, 2023 | WLaSDI arXiv paper is available |
| Nov 20, 2023 | Youngsoo Choi gave a keynote talk at Second Workshop on Physics Enhancing Machine Learning in Applied Mechanics |
| Nov 16, 2023 | Youngsoo Choi gave an invited talk at Committee on Solid Earth Geophysics Fall 2023 meeting, Note Youngsoo's talk starts at 2:50:00 |
| Nov 7, 2023 | Youngsoo Choi gave FEM@LLNL Seminar Talk |
| Oct 6, 2023 | Youngsoo Choi gave CRLC Seminar Talk |
| Oct 4, 2023 | ProgressiveROM arXiv paper is available |
| Sep 18, 2023 | Youngsoo Choi gave Applied and Computational Mathematics Seminar talk |
| Sep 13, 2023 | Youngsoo Choi gave Numerial Analysis Seminar talk at the University of Hong Kong |
| Aug 26, 2023 | Siu Wun Cheung presented at ICIAM2023 |
| Aug 26, 2023 | Youngsoo Choi presented at ICIAM2023 |
| Aug 15, 2023 | Youngsoo Choi gave DarkStar seminar talk |
| Aug 11, 2023 | Energy-Conservation-ROM technical report is available |
| Aug 10, 2023 | GPLaSDI arXiv paper is available |
| Aug 8, 2023 | pylibROM open source code is available in gitHub |
| Jul 30, 2023 | GPLaSDI open source code is available in gitHub |
| Jul 26, 2023 | Siu Wun Cheung presented at USNCCM17 |
| Jul 25, 2023 | Saad Khairallah presented at USNCCM17 |
| Jul 25, 2023 | Eric Chin presented at USNCCM17 |
| Jul 25, 2023 | Youngsoo Choi presented at USNCCM17 |
| Jul 24, 2023 | Dylan Copeland presented at USNCCM17 |
| Jun 22, 2023 | Uncertainty-aware Barlow twins ROM paper is published in IEEE Access |
| Jun 21, 2023 | gLaSDI paper is published in JCP |
| Jun 3, 2023 | Youngsoo Choi presented at SIAM OP23 |
| Jun 2, 2023 | Time Windowing DMD preprint is available in arXiv |
| May 24, 2023 | DD-NMROM preprint is available in arXiv |
| Apr 7, 2023 | Youngsoo Choi presented at TAMIDS DTL/SciML Lab Seminar |
| Mar 29, 2023 | AAAI Spring Symposium was organized |
| Mar 10, 2023 | gLaSDI open source code is available in gitHub. |
| Mar 10, 2023 | Youngsoo Choi presented at Applied Math Seminar, at UC Santa Barbara |
| Mar 6, 2023 | LaSDI open source code is available in gitHub. |
| Feb 15, 2023 | parametric DMD paper is published in JCP. |
| Feb 3, 2023 | Youngsoo Choi presented at CRLC Seminar, at UC San Diego |
| Jan 1, 2023 | Rayleigh-Taylor instability ROM paper is published in JCP. |
News in 2022
| Date | Message |
|---|---|
| Dec 3, 2022 | Certified auto-encoder simulator paper for Machine Learning and the Physical Sciences workshop, NeurIPS, 2022, is available. |
| Nov 30, 2022 | Barlow twins ROM paper is published in Nature Scientific Reports. |
| Nov 29, 2022 | Component-wise ROM US patent is issued. |
| Oct 15, 2022 | ccGAN ROM paper is published in Computers and Geosciences |
| Oct 1, 2022 | CWROM stress lattice paper is published in CMAME. |
| Sep 30, 2022 | Youngsoo Choi presented ``Efficient Nonlinear Manifold Reduced Order Models with Shallow Sparse Neural Network" at SIAM MDS22 |
| Sep 28, 2022 | Dylan Copeland presented ``Reduced Order Models for Multi-Material ALE Hydrodynamics" at SIAM MDS22 |
| Sep 1, 2022 | LaSDI paper is published in CMAME |
| Sep 27, 2022 | Siu Wun Cheung presented ``Accelerating Hydrodyanmics Simulation with Reduced Order Models" at SIAM MDS22 |
| Jul 19, 2022 | Conservative Deep Learning Richtmyer-Meshkov Instability Model preprint is available in arXiv. |
| Apr 26, 2022 | gLaSDI preprint is available in arXiv. |
| Mar 29, 2022 | S-OPT preprint is available in arXiv. |
| Feb 15, 2022 | NM-ROM paper is published in JCP. |
| Feb 1, 2022 | Nonintrusive ROM for porous media paper is published in Advances in Water Resources. |
News in 2021
| Date | Message |
|---|---|
| Dec 20, 2021 | cGAN ROM is published at Nature Computational Science |
| Nov 10, 2021 | Laghos ROM is published at CMAME. |
| Oct 1, 2021 | Domain decomposition ROM paper is published at CMAME |
| Sep 27, 2021 | First version of libROM webpage is launched |
| Aug 1, 2021 | Component-wise ROM paper is published at CMAME |
| July 19, 2021 | Space time ROM-Python paper is published in Mathematics |
| Jan 1, 2021 | Space time ROM paper is published in Journal of Computational Physics |
News in 2020
| Date | Message |
|---|---|
| Dec 15, 2020 | local ROM for PDE-constrained optimization paper is published in JCP. |
| Dec 12, 2020 | NM-ROM paper for Machine Learning for Engineering Modeling Simulation and Design Workshop, NeurIPS, 2020, is available |
| Apr 13, 2020 | SNS hyper-reduced ROM paper is published in SISC |
News in 2019
| Date | Message |
|---|---|
| Oct 17, 2019 | libROM open source library becomes available in github repo |