All News Updates

News in 2023

Date Message
Aug 26, 2023 Siu Wun Cheung will present at ICIAM2023
Aug 26, 2023 Youngsoo Choi will present at ICIAM2023
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
Mar 29, 2023 AAAI Spring Symposium was organized
Mar 10, 2023 gLaSDI open source code is available in gitHub.
Mar 6, 2023 LaSDI open source code is available in gitHub.
Feb 15, 2023 parametric DMD paper is published in JCP.
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