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CAREER: Sparse Linear Algebra as a Scalable Computational Paradigm — NSF Award to Cornell University (NY, $425,666)

Scientific discovery increasingly relies on the ability to analyze datasets of unprecedented scale and complexity. In genomics, studies that once examined a few thousand individuals now aim to analyze millions. Computing systems capable of handling this scale exist but using them effectively requires expertise in paral

Award titleCAREER: Sparse Linear Algebra as a Scalable Computational Paradigm
Award ID2542947
AwardeeCornell University
CityITHACA
StateNY
Amount obligated$425,666
Principal investigatorGiulia Guidi
ProgramCAREER: FACULTY EARLY CAR DEV
Start date07/01/2026
AbstractScientific discovery increasingly relies on the ability to analyze datasets of unprecedented scale and complexity. In genomics, studies that once examined a few thousand individuals now aim to analyze millions. Computing systems capable of handling this scale exist but using them effectively requires expertise in parallel programming and modern accelerator architectures, which most scientists lack. As a result, important scientific questions remain unanswered because computations would take week
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