Keivan Faghih Niresi
+41 21 695 50 90
Office:
GC A3 445
EPFL › ENAC › IIC › IMOS
Site web: https://IMOS.epfl.ch
Publications représentatives
Time-Vertex Machine Learning for Optimal Sensor Placement in Temporal Graph Signals: Applications in Structural Health Monitoring
Keivan Faghih Niresi, Jun Qing, Mengjie Zhao, and Olga Fink
Published in Reliability Engineering & System Safety in 2026
RINS-T: Robust Implicit Neural Solvers for Time-Series Linear Inverse Problems
Keivan Faghih Niresi, Zepeng Zhang, and Olga Fink
Published in IEEE Transactions on Instrumentation and Measurement in 2025
Efficient Unsupervised Domain Adaptation Regression for Spatial-Temporal Sensor Fusion
Keivan Faghih Niresi, Ismail Nejjar, Olga Fink
Published in IEEE Internet of Things Journals in 2025
Physics-Enhanced Graph Neural Networks for Soft Sensing in Industrial Internet of Things
Keivan Faghih Niresi, Hugo Bissig, Henri Baumann, Olga Fink
Published in IEEE Internet of Things Journal in 2024
Robust Hyperspectral Inpainting via Low-Rank Regularized Untrained Convolutional Neural Network
Keivan Faghih Niresi, Chong-Yung Chi
Published in IEEE Geoscience and Remote Sensing Letters in 2023
Unsupervised Hyperspectral Denoising Based on Deep Image Prior and Least Favorable Distribution
Keivan Faghih Niresi, Chong-Yung Chi
Published in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing in 2022