MARTIN BERZINS
Professor
School of Computing
Orcid identifier0000-0002-5419-0634 (opens in a new tab)
- ProfessorSchool of Computing
- Adjunct ProfessorMathematics
- 801 585 1545 (Work)
RESEARCH INTERESTS
Much of my past work has centered around software for solving challenging applications problems in computational fluid dynamics, combustion, atmospheric modeling and lubrication modeling, together with the development and analysis of the underlying algorithms..
Partrticular research Interests are- Software Abstractions for Extreme-Scale Scalability of Computational Frameworks
- Extreme-scale parallel solution of complex science and engineering problems
- Runtime systems for DAG-based software at extreme parallel scales.
- The Mathematics of the Material Point Method
- Analysis of numerical methods and adaptive computational algorithms in scientific computing
- Interdisciplinary solution approaches to challenging applications
- High performance solution of large graph-based applications
My research is concerned with developing algorithms and software for the solution of challenging science and engineering problems both serial and parallel computers. Much of this research at present involves the use of the Uintah computational framework on a number of challenging example cases from combustion and multi-scale materials science. For example, the uintah code was used to solve complex engineering problems on some of the fastest and most powerful computers in the world.
GRANTS
- EXTERNAL GRANT OR CONTRACTAPPLYING DATAFLOW HPC DATA ASSIMILATION AND AI MACHINE LEARNING APPROACHES TO A PROTOTYPE DIGITAL TWIN FOR ADDITIVE MANUFACTURING MODELING USING MPM1 Jan 2026 - 31 Dec 2027
- EXTERNAL GRANT OR CONTRACTAPPLYING HEDGEHOG TO ADDITIVE MANUFACTURING MODELING USING NEW MPM CODE1 Oct 2024 - 30 Sep 2026
- EXTERNAL GRANT OR CONTRACTA HIGH PERFORMANCE COMPUTING GPU APPROACH FOR ADDITIVE MANUFACTURING USING MPM AND HEDGEHOGDOC NATL INST OF STANDARDS AND TECH1 Oct 2023 - 30 Sep 2025
- EXTERNAL GRANT OR CONTRACTA FEASIBILITY STUDY IN THE HIGH PERFORMANCE COMPUTING OF ADDITIVE MANUFACTURING USING MPM WITH AMT FRAMEWORKS1 Oct 2022 - 30 Sep 2023
- EXTERNAL GRANT OR CONTRACTUINTAH + HEDGEHOG -- HYBRID TASK GRAPH EXECUTION LIBRARY DEVELOPMENT FOR GENERALIZED WORK LOADSDOC NATL INST OF STANDARDS AND TECH1 May 2020 - 30 Apr 2025
- EXTERNAL GRANT OR CONTRACTMULTISCALE MODELING CENTER BPPARMY RESEARCH OFFICE1 Jan 2020 - 5 Jan 2022
- EXTERNAL GRANT OR CONTRACTPORTABLE APPLICATIONS DRIVEN APPROACH TO SCALABILITY ON FRONTERA AND FUTURE EXASCALE SYSTEMSUNIVERSITY OF TEXAS AT AUSTIN1 Oct 2019 - 30 Sep 2025
- EXTERNAL GRANT OR CONTRACTTAKE NEPTUNE TO EXASCALEUS NAVY10 Jan 2018 - 10 Jan 2020
- EXTERNAL GRANT OR CONTRACTMULTISCALE MODELING CENTER APPARMY RESEARCH OFFICE1 Jan 2013 - 31 Dec 2014
- EXTERNAL GRANT OR CONTRACTXPS: EXTREME SCALE FRAMEWORKSNATIONAL SCIENCE FOUNDATION1 Jan 2013 - 31 Dec 2016
- EXTERNAL GRANT OR CONTRACTEAGER-PASSMNATIONAL SCIENCE FOUNDATION9 Jan 2012 - 31 Dec 2015
- EXTERNAL GRANT OR CONTRACTHIGH-ORDER METHODSARMY RESEARCH OFFICE8 Jan 2012 - 31 Dec 2015