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. 

Autonomous Detection and Deterrence of Pigeons on Buildings by Drones

F. Schiano; D. Natter; D. Zambrano; D. Floreano 

IEEE Access. 2022. Vol. 10, p. 1745-1755. DOI : 10.1109/ACCESS.2021.3137031.

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.

Machines for Materials and Materials for Machines: Metal-Insulator Transitions and Artificial Intelligence

J. Fowlie; A. B. Georgescu; B. Mundet; J. del Valle; P. Tueckmantel 

Frontiers In Physics. 2021-12-15. Vol. 9, p. 725853. DOI : 10.3389/fphy.2021.725853.

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

Overcoming decision paralysis—A digital twin for decision making in energy system design

J. Granacher; T-V. Nguyen; R. Castro-Amoedo; F. Maréchal 

Applied Energy. 2022-01-15. Vol. 306, p. 117954. DOI : 10.1016/j.apenergy.2021.117954.

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

Scalable Multi-agent Coordination and Resource Sharing

P. Danassis / B. Faltings (Dir.)  

Lausanne, EPFL, 2022. 

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.

Data-Driven Predictive Models: Calculational Bias in Characterization of Spent Nuclear Fuel

A. S. A. Shama / A. Pautz; D. Rochman (Dir.)  

Lausanne, EPFL, 2022. 

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.

Scalable Multi-agent Coordination and Resource Sharing

P. Danassis / B. Faltings (Dir.)  

Lausanne, EPFL, 2022. 

An optimized high throughput platform, from genetic transformation to fermentation, to screen for secreted laccases in Aspergillus niger

L. M. C. Leynaud-Kieffer Curran / V. Hatzimanikatis; B. Simmons (Dir.)  

Lausanne, EPFL, 2022.