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F

Florent Forest

swiss federal institutes of technology domain

8H-index
41Paper Count
267Citation Count
Published Papers 9
Publication Date
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When, how long and how much? Interpretable neural networks for time series regression by learning to mask and aggregate
errData Mining and Knowledge Discovery
IF4.3
err2026-09-21
err0
errOAAI
errFlorent Forest; Amaury Wei; Olga Fink
errShare
errSave
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
errShare
errSave
Uncertainty-guided alignment for unsupervised domain adaptation in regression
errReliability Engineering & System Safety
IF11
err2025-12-26
err0
errOAAI
errIsmail Nejjar; Gaetan Frusque; Florent Forest; Olga Fink
errShare
errSave
Interpretable prognostics with concept bottleneck models
errInformation Fusion
IF15.5
err2025-06-27
err0
errOAAI
errFlorent Forest; Katharina Rombach; Olga Fink
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errSave
ThermoNeRF: A multimodal Neural Radiance Field for joint RGB-thermal novel view synthesis of building facades
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2025-05-01
err0
PREAI
errHassan, M; Forest, F; Fink, O; Mielle, M
errShare
errSave
Calibrated Adaptive Teacher for Domain-Adaptive Intelligent Fault Diagnosis
errSENSORS
IF3.5
err2024-11-26
err1
errOAAI
errForest, Florent; Fink, Olga
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errSave
Health Prediction for Lithium-Ion Batteries Under Unseen Working Conditions
errIEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
IF7.2
err2024-11-01
err2
PREAI
errChe, Yunhong; Forest, Florent; Zheng, Yusheng; Xu, Le; Teodorescu, Remus
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errSave
From classification to segmentation with explainable AI: A study on crack detection and growth monitoring
errAUTOMATION IN CONSTRUCTION
IF11.5
err2024-09-01
err1
errOAAI
errForest, Florent; Porta, Hugo; Tuia, Devis; Fink, Olga
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errSave
Predictive health assessment for lithium-ion batteries with probabilistic degradation prediction and accelerating aging detection
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2024-01-01
err20
errOAAI
errChe, Yunhong; Zheng, Yusheng; Forest, Florent Evariste; Sui, Xin; Hu, Xiaosong; Teodorescu, Remus
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errSave

Research Directions

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Co-authors
Cooperation Journals
R
Remus Teodorescu
H-index: 104 · Papers: 786
D
Devis Tuia
H-index: 63 · Papers: 467
O
Olga Fink
H-index: 31 · Papers: 261
隋 鑫 cover
隋 鑫 (Xin Sui)
H-index: 30 · Papers: 246
Y
Yunhong Che
H-index: 26 · Papers: 82
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