Assad A. Oberai

University of Southern California

H指数:40

被引数:6,088

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Conditional flow matching for physics-based inverse problems with finite training data

基于有限训练数据的物理基反问题的条件流匹配

Computer Methods in Applied Mechanics and Engineering

IF7.3

2026-11-120

PRE

Probabilistic multi-site MR image harmonization via feature preserving conditional generative adversarial networks

基于特征保持条件生成对抗网络的多站点MR图像协调

Computerized Medical Imaging and Graphics

IF4.9

2026-05-200

PRE

An optimal Petrov–Galerkin framework for operator networks

算子网络的最优Petrov–Galerkin框架

Computer Methods in Applied Mechanics and Engineering

IF7.3

2026-05-080

OAAI

Machine learning based classification of aggressive and malignant renal tumors from multimodal data

基于多模态数据的侵袭性和恶性肾肿瘤分类

PLOS Digital Health

IF0

2026-02-010

PRE

Unifying and extending diffusion models through PDEs for solving inverse problems

通过偏微分方程统一并扩展扩散模型以解决逆问题

Computer Methods in Applied Mechanics and Engineering

IF7.3

2025-10-160

PRE

Unsupervised detection of rare events in liquid biopsy assays

液体活检检测中的罕见事件无监督检测

npj Precision Oncology

IF8

2025-07-050

OAAI

Non-destructive evaluation and machine learning methods for inspection of spent nuclear fuel canisters: A state-of-the-art review

PROGRESS IN NUCLEAR ENERGY

IF3.2

2025-07-010

PRE

Graph Laplacian-based Bayesian multi-fidelity modeling

基于图拉普拉斯的贝叶斯多 fidelity 建模

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2025-02-011

PRE

Conditional score-based diffusion models for solving inverse elasticity problems

求解弹性逆问题的基于条件得分的扩散模型

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2025-01-010

PRE

Non-invasive ultrasonic sensing of internal conditions on a partial full-scale spent nuclear fuel canister mock-up

NDT & E INTERNATIONAL

IF4.5

2024-12-012

OAAI

Acoustic sensing and autoencoder approach for abnormal gas detection in a spent nuclear fuel canister mock-up

用于乏核燃料罐模型中异常气体检测的声学传感和自动编码器方法

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2024-11-160

PRE

Tumor spheroid elasticity estimation using mechano-microscopy combined with a conditional generative adversarial network

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2024-10-011

OAAI

Probabilistic Brain Extraction in MR Images via Conditional Generative Adversarial Networks

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2024-03-010

Variationally mimetic operator networks

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2024-02-015

OAAI

A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows

使用生成对抗网络先验和归一化流解决基于物理的逆问题的降维变分方法

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2024-02-013

OAAI

Conditional generative learning for medical image imputation

SCIENTIFIC REPORTS

IF3.9

2024-01-024

OAAI

Impurity gas monitoring using ultrasonic sensing and neural networks: forward and inverse problems

MEASUREMENT

IF5.6

2023-12-0110

PRE

Solution of physics-based inverse problems using conditional generative adversarial networks with full gradient penalty

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2023-12-014

OAAI

Graph Laplacian-based spectral multi-fidelity modeling

SCIENTIFIC REPORTS

IF3.9

2023-10-032

OAAI

Development and experimental verification of an active noise cancellation (ANC) method for non-invasive sensing

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2023-08-014

Assad A. Oberai

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