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Alireza Doostan

University of Colorado System

32H指数
192论文数
4.0K被引数
收录论文 67
发表时间
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Physically interpretable representation learning with Gaussian Mixture Variational AutoEncoder (GM-VAE)基于高斯混合变分自编码器（GM-VAE）的可解释物理表示学习
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-08-28
err0
PREAI
errTiffany Fan; Murray Cutforth; Marta D’Elia; Alexandre Cortiella; Alireza Doostan; Eric Darve
err分享
err收藏
In situ training of implicit neural compressors for scientific simulations via sketch-based regularization通过草图正则化对科学模拟中的隐式神经压缩器进行原位训练
errJournal of Computational Physics
IF3.8
err2026-08-01
err0
PREAI
errSimpson, Cooper; Becker, Stephen; Doostan, Alireza
err分享
err收藏
Learning gradient flow: Using equation discovery to accelerate engineering optimization学习梯度流：利用方程发现加速工程优化
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-05-01
err0
PREAI
errNorman, Grant; Rowan, Conor; Maute, Kurt; Doostan, Alireza
err分享
err收藏
Robust prediction of parameterized cardiovascular hemodynamics using deep operator networks with time normalization基于时间归一化深度算子网络对参数化心血管血流动力学的鲁棒预测
errComputer Methods and Programs in Biomedicine
IF4.8
err2026-03-10
err0
PREAI
errJunki Hong; Bomi Lee; Adelle Ria Persad; Hyunwoo Song; Changhee Min; Jae-Hak Jeong; Alireza Doostan; Yong-Hwa Park
err分享
err收藏
Fast algorithms for least squares problems with Kronecker lower subsetsKronecker下子集的最小二乘问题的快速算法
errJournal of Scientific Computing
IF3.3
err2026-03-09
err0
PREAI
errOsman Asif Malik; Yiming Xu; Nuojin Cheng; Stephen Becker; Alireza Doostan; Akil Narayan
err分享
err收藏
Langevin Bifidelity Importance Sampling for Failure Probability Estimation朗之万双保真度重要性抽样用于失效概率估计
errJournal of Mechanical Design
IF3
err2026-02-01
err1
PREAI
errCheng, Nuojin; Doostan, Alireza
err分享
err收藏
Bi-fidelity interpolative decomposition for multimodal data双精度插值分解法用于多模态数据
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-01-05
err0
PREAI
errMurray Cutforth; Tiffany Fan; Tony Zahtila; Alireza Doostan; Eric Darve
err分享
err收藏
Calibrating a finite-strain phase-field model of fracture for bonded granular materials with uncertainty quantification对具有不确定性量化的粘结颗粒材料的断裂有限应变相场模型进行校准
errJournal of Applied Physics
IF2.5
err2025-12-21
err0
PREAI
errSchmid, Abigail C.; Jensen, Erik; Di Gioacchino, Fabio; Javadzadeh, Pooyan B.; Peterson, Nate E.; Becker, C. Gus; Lu, Hongbing; Pourahmadian, Fatemeh; Clarke, Amy J.; Doostan, Alireza; Regueiro, Richard A.
err分享
err收藏
Solving Engineering Eigenvalue Problems With Neural Networks Using the Rayleigh Quotient使用神经网络和瑞利商求解工程特征值问题
errInternational Journal for Numerical Methods in Engineering
IF2.9
err2025-12-11
err0
PREAI
errConor Rowan; Alireza Doostan; Kurt Maute; John Evans
err分享
err收藏
Physics-informed solution reconstruction in elasticity and heat transfer using the explicit constraint force method基于显式约束力法的弹性与热传导中物理信息求解重构
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-08-06
err0
PREAI
errConor Rowan; Kurt Maute; Alireza Doostan
err分享
err收藏
Online randomized interpolative decomposition with a posteriori error estimator for temporal PDE data reduction
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-02-01
err0
errOAAI
errLi, Angran; Becker, Stephen; Doostan, Alireza
err分享
err收藏
PINN surrogate of Li-ion battery models for parameter inference, Part I: Implementation and multi-fidelity hierarchies for the single-particle model用于参数推断的锂离子电池模型的PINN代理，第一部分: 单粒子模型的实现和多保真度层次结构
errJOURNAL OF ENERGY STORAGE
IF9.8
err2024-09-01
err1
errOAAI
errHassanaly, Malik; Weddle, Peter J.; King, Ryan N.; De, Subhayan; Doostan, Alireza; Randall, Corey R.; Dufek, Eric J.; Colclasure, Andrew M.; Smith, Kandler
err分享
err收藏
PINN surrogate of Li-ion battery models for parameter inference, Part II: Regularization and application of the pseudo-2D model用于参数推断的锂离子电池模型的PINN代理，第二部分: pseudo-2D模型的正则化和应用
errJOURNAL OF ENERGY STORAGE
IF9.8
err2024-09-01
err0
errOAAI
errHassanaly, Malik; Weddle, Peter J.; King, Ryan N.; De, Subhayan; Doostan, Alireza; Randall, Corey R.; Dufek, Eric J.; Colclasure, Andrew M.; Smith, Kandler
err分享
err收藏
Bi-fidelity variational auto-encoder for uncertainty quantification
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-03-01
err1
errOAAI
errCheng, Nuojin; Malik, Osman Asif; De, Subhayan; Becker, Stephen; Doostan, Alireza
err分享
err收藏
Quantifying Uncertainties in the Quiet-Time Ionosphere-Thermosphere Using WAM-IPE使用wam-ipe量化安静时间电离层-热层中的不确定性
errSPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS
IF3.5
err2024-02-03
err4
errOAAI
errZhan, Weijia; Doostan, Alireza; Sutton, Eric; Fang, Tzu-Wei
err分享
err收藏
QuadConv: Quadrature-based convolutions with applications to non-uniform PDE data
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-02-01
err1
errOAAI
errDoherty, Kevin; Simpson, Cooper; Becker, Stephen; Doostan, Alireza
err分享
err收藏
Derivative-based SINDy (DSINDy): Addressing the challenge of discovering governing equations from noisy data
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-08-01
err9
errOAAI
errWentz, Jacqueline; Doostan, Alireza
err分享
err收藏
SIMULTANEOUS IDENTIFICATION AND DENOISING OF DYNAMICAL SYSTEMS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2023-07-05
err2
errOAAI
errHokanson, Jeffrey M.; Iaccarino, Gianluca; Doostan, Alireza
err分享
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Bi-fidelity modeling of uncertain and partially unknown systems using DeepONets
errCOMPUTATIONAL MECHANICS
IF3.8
err2023-03-25
err13
errOAAI
errDe, Subhayan; Reynolds, Matthew; Hassanaly, Malik; King, Ryan N. N.; Doostan, Alireza
err分享
err收藏
GenMod: A generative modeling approach for spectral representation of PDEs with random inputs
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-01-01
err0
errOAAI
errWentz, Jacqueline; Doostan, Alireza
err分享
err收藏

研究方向

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合作学者
合作期刊
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A
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H 指数: 59 · 论文数: 492
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