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E

Eric Darve

stanford university

39H指数
319论文数
7.9K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
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
Interpolative Bayesian Formulation to Improve Transfer Learning for Anomaly Detection in Rotating Machinery插值贝叶斯方法以提高旋转机械异常检测中的迁移学习性能
errInternational Journal of Prognostics and Health Management
IF1
err2026-01-01
err0
PREAI
errLiang, Jia; Gupta, Rajesh; Shui, Huanyi; Upadhyay, Devesh; Darve, Eric
err分享
err收藏
Data-driven bifurcation handling in physics-based reduced-order vascular hemodynamic models基于物理的降阶血管血流动力学模型中的数据驱动分岔处理
errComputer Methods and Programs in Biomedicine
IF4.8
err2025-12-30
err0
PREAI
errNatalia L. Rubio; Eric F. Darve; Alison L. Marsden
err分享
err收藏
Coincident learning for beam-based rf station fault identification using phase information at the SLAC linac coherent light source基于SLAC直线加速器相干光源中相位信息的束流相关学习法用于射频站故障识别
errPhysical Review Accelerators and Beams
IF1.8
err2025-12-03
err0
PREAI
errLiang, Jia; Colocho, William; Decker, Franz-Josef; Humble, Ryan; Morris, Ben; O'Shea, Finn H.; Steele, David A.; Zhang, Zhe; Darve, Eric; Ratner, Daniel
err分享
err收藏
Reinforced ridges in Thwaites Glacier yield insights into resolution requirements for coupled ice sheet and solid Earth models
errCRYOSPHERE
IF4.2
err2025-10-07
err0
errOAAI
errHouriez, Luc; Larour, Eric; Caron, Lambert; Schlegel, Nicole-Jeanne; Adhikari, Surendra; Ivins, Erik; Pelle, Tyler; Seroussi, Helene; Darve, Eric; Fischer, Martin
err分享
err收藏
Coincident learning for unsupervised anomaly detection of scientific instruments
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-08-05
err1
errOAAI
errHumble, Ryan; Zhang, Zhe; OShea, Finn; Darve, Eric; Ratner, Daniel
err分享
err收藏
Learning reduced-order models for cardiovascular simulations with graph neural networks
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2024-01-01
err7
errOAAI
errPegolotti, Luca; Pfaller, Martin R.; Rubio, Natalia L.; Ding, Ke; Brufau, Rita Brugarolas; Darve, Eric; Marsden, Alison L.
err分享
err收藏
Variational encoder geostatistical analysis (VEGAS) with an application to large scale riverine bathymetry
errADVANCES IN WATER RESOURCES
IF4.2
err2022-12-01
err4
errOAAI
errForghani, Mojtaba; Qian, Yizhou; Lee, Jonghyun; Farthing, Matthew; Hesser, Tyler; Kitanidis, Peter K.; Darve, Eric F.
err分享
err收藏
Memory-Augmented Generative Adversarial Networks for Anomaly Detection用于异常检测的内存增强生成对抗网络
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-06-01
err20
errOAAI
errYang, Ziyi; Zhang, Teng; Bozchalooi, Iman Soltani; Darve, Eric
err分享
err收藏
Physics constrained learning for data-driven inverse modeling from sparse observations基于稀疏观测的数据驱动逆建模的物理约束学习
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-03-01
err35
errOAAI
errXu, Kailai; Darve, Eric
err分享
err收藏
Integrating deep neural networks with full-waveform inversion: Reparameterization, regularization, and uncertainty quantification
errGEOPHYSICS
IF3.2
err2021-12-06
err44
PREAI
errZhu, Weiqiang; Xu, Kailai; Darve, Eric; Biondi, Biondo; Beroza, Gregory C.
err分享
err收藏
Learning viscoelasticity models from indirect data using deep neural networks
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2021-12-01
err35
errOAAI
errXu, Kailai; Tartakovsky, Alexandre M.; Burghardt, Jeff; Darve, Eric
err分享
err收藏
Solving inverse problems in stochastic models using deep neural networks and adversarial training使用深度神经网络和对抗训练解决随机模型中的逆问题
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2021-10-01
err25
errOAAI
errXu, Kailai; Darve, Eric
err分享
err收藏
PBBFMM3D: A parallel black-box algorithm for kernel matrix-vector multiplication
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2021-08-01
err8
errOAAI
errWang, Ruoxi; Chen, Chao; Lee, Jonghyun; Darve, Eric
err分享
err收藏
A general approach to seismic inversion with automatic differentiation
errCOMPUTERS & GEOSCIENCES
IF4.4
err2021-06-01
err45
errOAAI
errZhu, Weiqiang; Xu, Kailai; Darve, Eric; Beroza, Gregory C.
err分享
err收藏
Learning constitutive relations using symmetric positive definite neural networks
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2021-03-01
err113
errOAAI
errXu, Kailai; Huang, Daniel Z.; Darve, Eric
err分享
err收藏
Application of deep learning to large scale riverine flow velocity estimation深度学习在大尺度河水流速估计中的应用
errSTOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
IF3.6
err2021-02-23
err17
PREAI
errForghani, Mojtaba; Qian, Yizhou; Lee, Jonghyun; Farthing, Matthew W.; Hesser, Tyler; Kitanidis, Peter K.; Darve, Eric F.
err分享
err收藏
Deep learning technique for fast inference of large-scale riverine bathymetry基于深度学习的大尺度河水水深快速推断技术
errADVANCES IN WATER RESOURCES
IF4.2
err2021-01-01
err20
errOAAI
errGhorbanidehno, Hojat; Lee, Jonghyun; Farthing, Matthew; Hesser, Tyler; Darve, Eric F.; Kitanidis, Peter K.
err分享
err收藏
Recent developments in fast and scalable inverse modeling and data assimilation methods in hydrology
errJOURNAL OF HYDROLOGY
IF6.3
err2020-12-01
err44
errOAAI
errGhorbanidehno, Hojat; Kokkinaki, Amalia; Lee, Jonghyun; Darve, Eric
err分享
err收藏

研究方向

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