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Utkarsh
Utkarsh
其他姓名Utkarsh Utkarsh, Utkarsh Rajput
在 mit.edu 的电子邮件经过验证 - 首页
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Composing modeling and simulation with machine learning in Julia
C Rackauckas, M Gwozdz, A Jain, Y Ma, F Martinuzzi, Utkarsh, E Saba, ...
2022 Annual Modeling and Simulation Conference (ANNSIM), 1-17, 2022
222022
Automated translation and accelerated solving of differential equations on multiple GPU platforms
U Utkarsh, V Churavy, Y Ma, T Besard, P Srisuma, T Gymnich, ...
Computer Methods in Applied Mechanics and Engineering 419, 116591, 2023
122023
NonlinearSolve. jl: High-Performance and Robust Solvers for Systems of Nonlinear Equations in Julia
A Pal, F Holtorf, A Larsson, T Loman, Utkarsh, F Schaefer, Q Qu, ...
arXiv preprint arXiv:2403.16341, 2024
102024
Stably Accelerating Stiff Quantitative Systems Pharmacology Models: Continuous-Time Echo State Networks as Implicit Machine Learning
R Anantharaman, A Abdelrehim, A Jain, A Pal, D Sharp, Utkarsh, ...
IFAC-PapersOnLine 55 (23), 1-6, 2022
72022
Parallelizing Explicit and Implicit Extrapolation Methods for Ordinary Differential Equations
Utkarsh, C Elrod, Y Ma, K Althaus, C Rackauckas
2022 IEEE High Performance Extreme Computing Conference (HPEC), 1-9, 2022
42022
Automating Heterogeneous Parallelism in Numerical Differential Equations
Utkarsh
Massachusetts Institute of Technology, 2024
2024
Efficient GPU-Accelerated Global Optimization for Inverse Problems
Utkarsh, VK Dixit, J Samaroo, A Pal, A Edelman, CV Rackauckas
ICLR 2024 Workshop on AI4DifferentialEquations In Science, 2024
2024
Enhancing Slot Tagging with Intent Features for Task Oriented Natural Language Understanding using BERT
S Hariharan, VK Krishnamurthy, Utkarsh, JG Sarapanahalli
arXiv preprint arXiv:2205.09732, 2022
2022
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