Workshop
ERROR ESTIMATION, UNCERTAINTY QUANTIFICATION
AND RELIABILITY IN NUMERICAL SIMULATIONS.
Objective
Large scale, multi-code, multi-physics, multi-scale simulations are routinely performed in the framework of the DoEs ASC program. These calculations typically involve unsteadiness, turbulence, strong compressibility effects, multiple materials and phases, combustion, etc. within one or multiple computer codes running on a multiprocessor architecture. Evaluation of the predictive capabilities of the numerical simulation tools is a key priority to increase the level of trust and reliability within ASC. Verification of numerical codes and validation of the predictions against experimental data are necessary steps towards this end. However, typical V&V procedures do not provide an objective mathematical framework to identify uncertainties. Error estimation formalism is well developed for certain areas of computational mechanics (e.g. finite element techniques) but are not available for conventional methods based on finite volume schemes. In addition, the vast majority of current research work in this area is focused on steady-state or simple wave-propagation problems. The objective of this workshop is to bring together worldwide experts from the field to discuss the current state of the art and the most promising research directions.
Workshop format
Four invited lecturers will provide an extensive discussion of error estimation and uncertainty quantification approaches. Two half-day sessions will be devoted to presentations from the five ASC/Alliance centers, the DOE Labs and academia. Scientists with active interest in error estimation and uncertainty quantification are invited to present their research in these sessions. Details will accompany the formal announcement of the workshop. Limited travel assistance will be available through the Stanford ASC program. A final panel discussion will close the workshop.
Workshop Location and Housing
The workshop will be held in Room 300 Bldg 300 on Stanford University campus [see map]. The information about housing can be found in the document below:
Participation
Participation in the Workshop is free. If you are planning to attend, please submit your contact information by August 7th.
For additional information, please contact
Marlene Lomuljo-Bautista