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Vaibhav Dixit
Vaibhav Dixit
Verifierad e-postadress på mit.edu
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A comparison of automatic differentiation and continuous sensitivity analysis for derivatives of differential equation solutions
Y Ma, V Dixit, MJ Innes, X Guo, C Rackauckas
2021 IEEE High Performance Extreme Computing Conference (HPEC), 1-9, 2021
1482021
Diffeqflux. jl-A julia library for neural differential equations
C Rackauckas, M Innes, Y Ma, J Bettencourt, L White, V Dixit
arXiv preprint arXiv:1902.02376, 2019
1482019
Bayesian neural ordinary differential equations
R Dandekar, K Chung, V Dixit, M Tarek, A Garcia-Valadez, KV Vemula, ...
POPL-LAFI, 2021
552021
Accelerated predictive healthcare analytics with pumas, a high performance pharmaceutical modeling and simulation platform
C Rackauckas, Y Ma, A Noack, V Dixit, PK Mogensen, S Byrne, ...
BioRxiv, 2020.11. 28.402297, 2020
402020
GlobalSensitivity. jl: Performant and Parallel GlobalSensitivity Analysis with Julia
VK Dixit, C Rackauckas
Journal of Open Source Software 7 (76), 2022
212022
Optimization.jl: A Unified Optimization Package
V Dixit, C Rackauckas
https://zenodo.org/records/7738525, 2023
52023
DiffEqFlux. jl–A Julia Library for Neural Differential Equations, arXiv
C Rackauckas, M Innes, Y Ma, J Bettencourt, L White, V Dixit
arXiv preprint arXiv:1902.02376, 2019
52019
Bayesian neural ordinary differential equations (2020)
R Dandekar, K Chung, V Dixit, M Tarek, A Garcia-Valadez, KV Vemula, ...
arXiv preprint arXiv:2012.07244, 0
5
Efficient Precision Dosing Under Estimated Uncertainties via Koopman Expectations of Bayesian Posteriors with Pumas
C Rackauckas, V Dixit, AR Gerlach, V Ivaturi
BioRxiv, 2021.01. 25.428134, 2021
22021
Efficient GPU-Accelerated Global Optimization for Inverse Problems
VK Dixit, J Samaroo, A Pal, A Edelman, CV Rackauckas
ICLR 2024 Workshop on AI4DifferentialEquations In Science, 2024
12024
GlobalSensitivity. jl: Performant and Parallel Global
VK Dixit, C Rackauckas
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Artiklar 1–11