October 15-19, 2018
Diamond PI George Biros is co-organizing the IPAM Workshop on HPC and Data Science for Scientific Discovery.

2018 - 2019
Diamond PI Youssef Marzouk is a Program Leader for the 2018-2019 SAMSI year-long program on Model Uncertainty: Mathematical and Statistical

June 17-30, 2018
Diamond PIs Omar Ghattas and Youssef Marzouk are co-organizing the 2018 Gene Golub SIAM Summer School Inverse Problems: Systematic Integration of Data with Models under Uncertainty (

March 6-8, 2018
Diamond PI Karen Willcox is co-organizing the IMA workshop Integrating Machine Learning and Simulation: From Uncertainty Quantification to Digital Twins

Oct 1-6, 2017
Diamond PI George Biros is co-organizing the BIRS workshop on Complex Creeping Fluids: Numerical Methods and Theory

Jun 26 - Jul 7, 2017
Diamond PI Youssef Marzouk is co-organizing the AMSI Winter School 2017 on Computational Foundations of Data Science

May 30-31, 2017 Santa Fe, NM
DiaMonD All-Hands Meeting

February 27 - March 3, 2017
The DiaMonD team is organizing 11 minisymposia at SIAM CSE 2017:
MS272 : Recent Advances in Computational Subsurface Hydraulic Modeling and Analysis
MS165 and MS192 : Efficient Algorithms for Bayesian Inverse Problems Governed by PDE Forward Problems
MS299 and MS326 : Bayesian Optimal Experimental Design for ODE/PDE Models
MS158 and MS185 : Multi-Fidelity and Multi-Information-Source Methods
MS17 and MS46 : Advances in MCMC and Related Sampling Methods for Large-Scale Inverse Problems
MS29 and MS58 : Measure Transport Approaches for Statistical Problems
MS220 and MS246 : Adaptive Methods for Uncertainty Quantification and Error Estimation
MS160 and MS187 : Fast Solvers for Large-Scale Inverse Problems in Imaging
MS8, MS37, and MS66 : Smooth, Reduced, Sparse -- Exploiting Structures for Surrogate Modeling in CSE
MS86 : Methods for Data-driven Uncertainty Quantification of Large-scale Complex Dynamic Systems
MS201 and MS227 : PDE-Constrained Optimal Control Under Uncertainty

December 12-16, 2016
AGU 2016 session: Transforming hydrologic prediction and decision making through theoretical innovations, collaborative integrated modeling and cyberinfrastructure for data and model sharing

May 9-13, 2016
Workshop on Uncertainty Quantification, Mittag-Leffler Institute, Stockholm, Sweden

April 5-8, 2016
The DiaMonD team is organizing six minisymposia at SIAM UQ 2016: (1) Low rank and sparse structure in Bayesian computation, (2) Bayesian inverse problems beyond the conventional setting, (3) Bayesian inversion and low-rank approximation, (4) Advances in sampling methods for Bayesian inverse problems, (5) Advances in optimal experimental design for physical models, (6) Goal-oriented decision making under uncertainty

December 14-18, 2015
AGU 2015 session: Concepts and Practice of Model Verification, Validation, and Uncertainty Quantification in Computational Geosciences

September 14-18, 2015
SciCADE 2015: Advances in Bayesian computation for large-scale differential equation models.

August 10-14, 2015
The DiaMonD team is organizing two minisymposia at ICIAM 2015: (1) Advances in MCMC and related sampling methods for large-scale inverse problems, (2) Advances in optimal experimental design

July 15-17, 2015
Rocky Mountain Summer Workshop on Uncertainty Quantification

Jun 15-26, 2015
Diamond PI Youssef Marzouk is teaching the IMA short course Introduction to Uncertainty Quantification

Jul 6-10, 2015
Diamond PIs Omar Ghattas and Youssef Marzouk are co-organizing IdeaLab 2015: Inverse Problems and Uncertainty Quantification at ICERM.

March 14-18, 2015
The DiaMonD team is organizing four minisymposia at SIAM CSE 2015: (1) Advances in uncertainty quantification for large-scale inverse problems, (2) Challenges in optimization with uncertain and noisy data, (3) Advances in Algorithms for Uncertainty Quantification in Large- scale Inverse Problems, (4) Efficient Algorithms for Variational Methods in Imaging

March 31 - April 3, 2014
The DiaMonD team is organizing five minisymposia at SIAM UQ 2014: (1) Advances in MCMC methods for large-scale inverse problems, (2) Surrogate and reduced-order modeling for inference and prediction, (3) Advances in optimal experimental design, (4) Active subspace methods for high-dimensional approximation, (5) High performance computing meets uncertainty quantification

November 11-12, 2013 Austin, TX
DiaMonD All-Hands Meeting

Aug 8-9, 2013 Albuquerque, NM
DiaMonD All-Hands Meeting

May 22-24, 2013 Sante Fe, NM
Workshop on Large-Scale Inverse Problems and Quantification of Uncertainty: Big Data Meets Big Models

February 25 - March 1, 2013
The DiaMonD team is organizing the minisymposium "Numerical methods for stochastic inverse problems" at SIAM CSE 2013.