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Olga Fink

epfl

31H指数
259论文数
5.2K被引数
收录论文 75
发表时间
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When, how long and how much? Interpretable neural networks for time series regression by learning to mask and aggregate何时、持续多久以及多少？通过学习掩码和聚合实现可解释的时间序列回归神经网络
errData Mining and Knowledge Discovery
IF4.3
err2026-09-21
err0
errOAAI
errFlorent Forest; Amaury Wei; Olga Fink
err分享
err收藏
Multimodal learning for arcing detection in pantograph-catenary systems弓网系统中电弧检测的多模态学习方法
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2026-09-09
err0
errOAAI
errHao Dong; Eleni Chatzi; Olga Fink
err分享
err收藏
Integrating the expected future in load forecasts with contextually enhanced transformer models将预期未来整合到负载预测中，采用情境增强型Transformer模型
errEnergy Reports
IF5.1
err2026-03-31
err0
errOAAI
errRaffael Theiler; Leandro Von Krannichfeldt; Giovanni Sansavini; Michael F. Howland; Olga Fink
err分享
err收藏
From physics to machine learning and back: Part I - Learning with inductive biases in prognostics and health management (PHM)
errReliability Engineering & System Safety
IF11
err2026-01-21
err0
errOAAI
errOlga Fink; Vinay Sharma; Ismail Nejjar; Leandro Von Krannichfeldt; Sergei Garmaev; Zepeng Zhang; Amaury Wei; Gaetan Frusque; Florent Forest; Mengjie Zhao; Chi-Ching Hsu; Keivan Faghih Niresi; Han Sun; Hao Dong; Chenghao Xu; Raffael Theiler; Arthur Bizzi; Kevin Steiner
err分享
err收藏
A physics-informed graph neural network conserving linear and angular momentum for dynamical systems为动力系统保留线性和角动量的物理通知图神经网络
errNature Communications
IF15.7
err2026-01-15
err0
errOAAI
errVinay Sharma; Olga Fink
err分享
err收藏
Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models多模态适应和泛化的进展: 从传统方法到基础模型
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-01-12
err0
PREAI
errHao Dong; Moru Liu; Kaiyang Zhou; Eleni Chatzi; Juho Kannala; Cyrill Stachniss; Olga Fink
err分享
err收藏
TARD: Test-time domain adaptation for robust fault detection under evolving operating conditions
errReliability Engineering & System Safety
IF11
err2026-01-11
err0
errOAAI
errHan Sun; Olga Fink
err分享
err收藏
Uncertainty-guided alignment for unsupervised domain adaptation in regression不确定性引导的对齐方法用于回归任务的无监督域自适应
errReliability Engineering & System Safety
IF11
err2025-12-26
err0
errOAAI
errIsmail Nejjar; Gaetan Frusque; Florent Forest; Olga Fink
err分享
err收藏
Time-Vertex machine learning for optimal sensor placement in temporal graph signals: Applications in structural health monitoring时间-顶点机器学习在时序图信号最优传感器布置中的应用：结构健康监测应用
errReliability Engineering & System Safety
IF11
err2025-12-25
err0
PREAI
errKeivan Faghih Niresi; Jun Qing; Mengjie Zhao; Olga Fink
err分享
err收藏
Integrating Physics-based and Data-Driven Approaches for Probabilistic Building Energy Modeling融合基于物理和数据驱动的方法进行概率性建筑能耗建模
errEnergy and Buildings
IF7.1
err2025-12-11
err0
errOAAI
errLeandro Von Krannichfeldt; Kristina Orehounig; Olga Fink
err分享
err收藏
Equi-Euler GraphNet: An equivariant, temporal-dynamics informed graph neural network for dual force and trajectory prediction in multi-body systemsEqui-Euler GraphNet：一种用于多体系统中双力与轨迹预测的等变、时序动力学感知图神经网络
errMechanical Systems and Signal Processing
IF8.9
err2025-10-23
err0
PREAI
errVinay Sharma; Rémi Tanguy Oddon; Pietro Tesini; Jens Ravesloot; Cees Taal; Olga Fink
err分享
err收藏
Efficient Unsupervised Domain Adaptation Regression for Spatial–Temporal Sensor Fusion高效无监督域自适应回归用于空间-时间传感器融合
errIEEE Internet of Things Journal
IF8.9
err2025-10-10
err0
errOAAI
errKeivan Faghih Niresi; Ismail Nejjar; Olga Fink
err分享
err收藏
Algorithm-informed graph neural networks for leakage detection and localization in water distribution networks基于算法的水管网泄漏检测与定位图神经网络
errReliability Engineering & System Safety
IF11
err2025-08-05
err0
errOAAI
errZepeng Zhang; Olga Fink
err分享
err收藏
Integrating physics and topology in neural networks for learning rigid body dynamics将物理和拓扑集成到神经网络中学习刚体动力学
errNature Communications
IF15.7
err2025-07-25
err0
errOAAI
errAmaury Wei; Olga Fink
err分享
err收藏
Classifier-free diffusion-based weakly-supervised approach for health indicator derivation in rotating machines: Advancing early fault detection and condition monitoring无分类器扩散基的弱监督方法在旋转机械健康指标推导中的应用：推进早期故障检测和状态监测
errReliability Engineering & System Safety
IF11
err2025-07-18
err0
PREAI
errWenyang Hu; Gaetan Frusque; Tianyang Wang; Fulei Chu; Olga Fink
err分享
err收藏
Interpretable prognostics with concept bottleneck models具有概念瓶颈模型的可解释预测
errInformation Fusion
IF15.5
err2025-06-27
err0
errOAAI
errFlorent Forest; Katharina Rombach; Olga Fink
err分享
err收藏
Combining physics-based and data-driven modeling for building energy systems结合基于物理和数据驱动建模的建筑能源系统
errAPPLIED ENERGY
IF11
err2025-06-18
err0
errOAAI
errVon Krannichfeldt, Leandro; Orehounig, Kristina; Fink, Olga
err分享
err收藏
Automated processing of eXplainable Artificial Intelligence outputs in deep learning models for fault diagnostics of large infrastructures在用于大型基础设施故障诊断的深度学习模型中自动处理可解释的人工智能输出
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2025-06-01
err0
errOAAI
errFloreale, G.; Baraldi, P.; Zio, E.; Fink, O.
err分享
err收藏
ThermoNeRF: A multimodal Neural Radiance Field for joint RGB-thermal novel view synthesis of building facadesThermoNeRF：一种用于建筑立面RGB-热成像联合新视角合成的多模态神经辐射场
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2025-05-01
err0
PREAI
errHassan, M; Forest, F; Fink, O; Mielle, M
err分享
err收藏
Deep Koopman Operator-based degradation modelling (vol 251,110351,2024)
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2025-01-01
err0
errOAAI
errGarmaev, Sergei; Fink, Olga
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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Enrico Zio
H 指数: 98 · 论文数: 1.8K
X
Xuefeng Chen
H 指数: 92 · 论文数: 1.3K
R
Ruqiang Yan
H 指数: 82 · 论文数: 572
S
Sankaran Mahadevan
H 指数: 78 · 论文数: 714
褚
褚福磊 (Fulei Chu)
H 指数: 72 · 论文数: 632
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