Publications
Find here some of the latest EPFL research papers and conference papers on the various fields related to intelligent systems.
Please note that (1) these lists show the five latest publications in each category, and that (2) neither the categories nor the lists are exhaustive. For more articles, please visit the portal EPFL InfoScience or contact our team at [email protected]
Artificial Intelligence
Infrared nanoplasmonic metasurfaces augmented by artificial intelligence for universal biosensing
A. M. John-Herpin / H. Altug (Dir.)
Lausanne, EPFL, 2022. What about the ethics of applying artificial intelligence to bodies?
A. Jeanrenaud
2021-12-16. EPFL Workshop on Human factors in Digital Humanities, EPFL, Lausanne, Switzerland, December 2-3, 2021. On the radar: Predicting near-future surges in skills’ hiring demand to provide early warning to educators
R. Yazdanian; R. L. Davis; X. Guo; F. Lim; P. Dillenbourg et al.
Computers and Education: Artificial Intelligence. 2021-12-16. Vol. 3, p. 100043. DOI : 10.1016/j.caeai.2021.100043. Computer Vision
UAV in the advent of the twenties: Where we stand and what is next
F. Nex; C. Armenakis; M. Cramer; D. A. Cucci; M. Gerke et al.
ISPRS Journal of Photogrammetry and Remote Sensing. 2022. Vol. 184, p. 215-242. DOI : 10.1016/j.isprsjprs.2021.12.006. Rethinking data browsing through embodied knowledge
V. Bernasconi
2021-12-16. EPFL Workshop on Human factors in Digital Humanities, EPFL, Lausanne, Switzerland, December 2-3, 2021. Keypoint Communities
D. Zauss; S. Kreiss; A. Alahi
2021-10-11. IEEE International Conference on Computer Vision (ICCV 2021), [Virtual], October 10-17, 2021. Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving
X. Ren; T. Yang; E. Li; A. Alahi; Q. Chen
2021-10-11. IEEE International Conference on Computer Vision (ICCV 2021), [Virtual], October 10-17, 2021. Social NCE: Contrastive Learning of Socially-aware Motion Representations
Y. Liu; Y. Qi; A. Alahi
2021-10-11. IEEE International Conference on Computer Vision (ICCV), Virtual, October 10-17, 2021. Digital Twin
The emergence of cognitive digital twin: vision, challenges and opportunities
X. Zheng; J. Lu; D. Kiritsis
International Journal Of Production Research. 2021-12-22. DOI : 10.1080/00207543.2021.2014591. Scalable Bayesian optimization for model calibration: Case study on coupled building and HVAC dynamics
A. Chakrabarty; E. Maddalena; H. Qiao; C. Laughman
Energy And Buildings. 2021-12-15. Vol. 253, p. 111460. DOI : 10.1016/j.enbuild.2021.111460. Digital Twin-Enabled Decision Support Services in Industrial Ecosystems
J. Meierhofer; L. Schweiger; J. Lu; S. Zust; S. West et al.
Applied Sciences-Basel. 2021-12-01. Vol. 11, num. 23, p. 11418. DOI : 10.3390/app112311418. Zero-defect manufacturing the approach for higher manufacturing sustainability in the era of industry 4.0: a position paper
F. Psarommatis; J. Sousa; J. P. Mendonca; D. Kiritsis
International Journal Of Production Research. 2021-10-16. DOI : 10.1080/00207543.2021.1987551. Intelligent Systems
The emergence of cognitive digital twin: vision, challenges and opportunities
X. Zheng; J. Lu; D. Kiritsis
International Journal Of Production Research. 2021-12-22. DOI : 10.1080/00207543.2021.2014591. A Self-Biasing Shape Memory Alloy Gripper for Lightweight Applications
S. Thomas; G. Maquignaz; A. Thabuis; Y. Perriard
2021-12-16. 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Prague, Czech Republic, Sept. 27 – Oct. 1, 2021. p. 8211-8216. DOI : 10.1109/IROS51168.2021.9636155. A Shared Representation for Photorealistic Driving Simulators
S. Saadatnejad; S. Li; T. Mordan; A. Alahi
IEEE Transactions on Intelligent Transportation Systems. 2021-12-03. p. 1-11. DOI : 10.1109/TITS.2021.3131303. Over-the-Air Computation via Reconfigurable Intelligent Surface
W. Fang; Y. Jiang; Y. Shi; Y. Zhou; W. Chen et al.
Ieee Transactions On Communications. 2021-12-01. Vol. 69, num. 12, p. 8612-8626. DOI : 10.1109/TCOMM.2021.3114791. Machine Learning
Flow pattern observations and flow pattern map for adiabatic two-phase flow of carbon dioxide in vertical upward and downward direction
D. Schmid; B. Verlaat; P. Petagna; R. Revellin; J. Schiffmann
Experimental Thermal and Fluid Science. 2022-02-01. Vol. 131, p. 110526. DOI : 10.1016/j.expthermflusci.2021.110526. Optical fibre based quench detection in HTS applications using machine learning classifiers
A. Akbar; N. Riva; B. Dutoit
Physica C: Superconductivity and its Applications. 2022-01-03. p. 1354007. DOI : 10.1016/j.physc.2021.1354007. Spatiotemporal modelling of extreme wildfires and severe thunderstorm environments
J. Koh Boon Han / A. C. Davison (Dir.)
Lausanne, EPFL, 2022. Self-Exciting Point Processes: Identification and Control
M. Mark / T. A. Weber (Dir.)
Lausanne, EPFL, 2022. Robotics
The role of feedback and guidance as intervention methods to foster computational thinking in educational robotics learning activities for primary school
M. Chevalier; C. Giang; L. El-Hamamsy; E. Bonnet; V. Papaspyros et al.
Computers & Education. 2022-01-07. Vol. 180, p. 104431. DOI : 10.1016/j.compedu.2022.104431. The CT-cube: A framework for the design and the assessment of computational thinking activities
A. Piatti; G. Adorni; L. El-Hamamsy; L. Negrini; D. Assaf et al.
Computers in Human Behavior Reports. 2022-01-06. p. 100166. DOI : 10.1016/j.chbr.2021.100166. UAV in the advent of the twenties: Where we stand and what is next
F. Nex; C. Armenakis; M. Cramer; D. A. Cucci; M. Gerke et al.
ISPRS Journal of Photogrammetry and Remote Sensing. 2022. Vol. 184, p. 215-242. DOI : 10.1016/j.isprsjprs.2021.12.006.
