All News Updates

News in 2024

Date	Message
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