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Florent Forest

Scientist

EPFL (École Polytechnique Fédérale de Lausanne)

Switzerland

Research Interests

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Professors in Switzerland Professors in Biostatistics Biostatistics professors in Switzerland

Articles (12)

Year:

2026

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2026

Year:

2026

Year:

2025

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2025

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2025

Year:

2025

Year:

2024

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2024

Year:

2024

Year:

2024

Year:

2024

Collaborators (6)

Mengjie Zhao

EPFL (École Polytechnique Fédérale de Lausanne)

SWITZERLAND

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Yusheng Zheng

Aalborg University

DENMARK

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Yunhong Che

Aalborg University

DENMARK

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Felipe Tadeu Barata de Macedo

Head of Gas Insulated Switchgear Design

SWITZERLAND

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Christian Franck

Prof. at ETH Zürich

ETH Zürich

SWITZERLAND

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Chenghao Xu

EPFL (École Polytechnique Fédérale de Lausanne)

SWITZERLAND

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Florent Forest

Research Interests

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Articles (12)

When, how long and how much? Interpretable neural networks for time series regression by learning to mask and aggregate

From physics to machine learning and back: Part I - Learning with inductive biases in prognostics and health management (PHM)

Uncertainty-guided alignment for unsupervised domain adaptation in regression

Explainable AI guided unsupervised fault diagnostics for high-voltage circuit breakers

Interpretable prognostics with concept bottleneck models

Exploiting semantic scene reconstruction for estimating building envelope characteristics

Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-training Strategies and Performance Insights

Predictive health assessment for lithium-ion batteries with probabilistic degradation prediction and accelerating aging detection

Health Prediction for Lithium-Ion Batteries Under Unseen Working Conditions

Calibrated Adaptive Teacher for Domain-Adaptive Intelligent Fault Diagnosis

Knowledge-based and Expert Systems in Prognostics and Health Management: a Survey

From classification to segmentation with explainable AI: A study on crack detection and growth monitoring

Collaborators (6)

Mengjie Zhao

Yusheng Zheng

Yunhong Che

Felipe Tadeu Barata de Macedo

Christian Franck

Chenghao Xu

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