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DTSTAMP:20211207T055408Z
LOCATION:220-221
DTSTART;TZID=America/Chicago:20211117T153000
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UID:submissions.supercomputing.org_SC21_sess156@linklings.com
SUMMARY:High-Performance Numerical Methods
DESCRIPTION:Paper\n\nReverse-Mode Automatic Differentiation and Optimizati
 on of GPU Kernels via Enzyme\n\nMoses, Churavy, Paehler, Hückelheim, Naray
 anan...\n\nDerivatives are key to algorithms in scientific computing and m
 achine learning such as optimization, uncertainty quantification, and stab
 ility analysis. Enzyme is a LLVM compiler plugin for reverse-mode automati
 c differentiation (AD) and thus generates fast gradients of programs in a 
 variety of lang...\n\n---------------------\n3D Acoustic-Elastic Coupling 
 with Gravity: The Dynamics of the 2018 Palu, Sulawesi Earthquake and Tsuna
 mi\n\nKrenz, Uphoff, Ulrich, Gabriel, Abrahams...\n\nWe present a highly s
 calable 3D fully-coupled Earth and ocean model of earthquake rupture and t
 sunami generation. We model seismic, acoustic and surface gravity wave pro
 pagation in elastic (Earth) and acoustic (ocean) materials sourced by phys
 ics-based non-linear earthquake dynamic rupture. Complica...\n\n----------
 -----------\nOvercoming Barriers to Scalability in Variational Quantum Mon
 te Carlo\n\nZhao, Chen, De, Stokes, Veerapaneni\n\nThe variational quantum
  Monte Carlo (VQMC) method received significant attention in the recent pa
 st because of its ability to overcome the curse of dimensionality inherent
  in many-body quantum systems. Close parallels exist between VQMC and the 
 emerging hybrid quantum-classical computational paradig...\n\n\nTag: Appli
 cations, Heterogeneous Systems, Scientific Computing\n\nRegistration Categ
 ory: Tech Program Reg Pass
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