Follow
Mohamed Tarek
Mohamed Tarek
PumasAI Inc., University of Sydney
Verified email at pumas.ai - Homepage
Title
Cited by
Cited by
Year
Bayesian neural ordinary differential equations
R Dandekar, K Chung, V Dixit, M Tarek, A Garcia-Valadez, KV Vemula, ...
arXiv preprint arXiv:2012.07244, 2020
582020
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
AdvancedHMC. jl: A robust, modular and efficient implementation of advanced HMC algorithms
K Xu, H Ge, W Tebbutt, M Tarek, M Trapp, Z Ghahramani
Symposium on Advances in Approximate Bayesian Inference, 1-10, 2020
242020
Abstractdifferentiation. jl: Backend-agnostic differentiable programming in Julia
F Schäfer, M Tarek, L White, C Rackauckas
arXiv preprint arXiv:2109.12449, 2021
92021
Adaptive continuation solid isotropic material with penalization for volume constrained compliance minimization
M Tarek, T Ray
Computer Methods in Applied Mechanics and Engineering 363, 112880, 2020
82020
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey
A Khamis, R Tsuchida, M Tarek, V Rolland, L Petersson
arXiv preprint arXiv:2305.05080, 2023
72023
DynamicPPL: Stan-like speed for dynamic probabilistic models
M Tarek, K Xu, M Trapp, H Ge, Z Ghahramani
arXiv preprint arXiv:2002.02702, 2020
62020
Robust and stochastic compliance-based topology optimization with finitely many loading scenarios
M Tarek, T Ray
Structural and Multidisciplinary Optimization 64 (6), 3439-3452, 2021
52021
Bijectors. jl: Flexible transformations for probability distributions
TE Fjelde, K Xu, M Tarek, S Yalburgi, H Ge
Symposium on Advances in Approximate Bayesian Inference, 1-17, 2020
52020
A Practitioner’s Guide to Bayesian Inference in Pharmacometrics using Pumas
M Tarek, J Storopoli, C Davis, C Elrod, J Krumbiegel, C Rackauckas, ...
12023
Approximation schemes for stochastic compliance-based topology optimization with many loading scenarios
M Tarek, T Ray
Structural and Multidisciplinary Optimization 65 (5), 138, 2022
12022
Simplifying deflation for non-convex optimization with applications in Bayesian inference and topology optimization
M Tarek, Y Huang
arXiv preprint arXiv:2201.11926, 2022
12022
Some popular nonlinear programming algorithms
M Tarek
12021
Subspace MCMC algorithm for Bayesian parameter estimation of hierarchical PK/PD models in Pumas
M Francis, V Ivaturi, M Tarek
Population Approach Group in Europe, 2021
12021
Preconditioners.jl: A Flexible and Extensible Framework for Preconditioning in Iterative Solvers
M Tarek
10.13140/RG.2.2.26655.02721, 2023
2023
COMPUTATIONAL ADVANCES IN CONTINUUM TOPOLOGY OPTIMIZATION ALGORITHMS
M Mohamed
UNSW Sydney, 2022
2022
General deflation for finding multiple local optima in non-convex optimization
M Tarek, Y Huang
The system can't perform the operation now. Try again later.
Articles 1–17