| What i cannot predict, i do not understand: A human-centered evaluation framework for explainability methods J Colin, T Fel, R Cadène, T Serre Advances in neural information processing systems 35, 2832-2845, 2022 | 57 | 2022 |
| Aerodynamic roughness length estimation from very high-resolution imaging LIDAR observations over the Heihe basin in China J Colin, R Faivre Hydrology and Earth System Sciences 14 (12), 2661-2669, 2010 | 52 | 2010 |
| DEM modelling for flow of cohesive lignocellulosic biomass powders: Model calibration using bulk tests J Pachón-Morales, H Do, J Colin, F Puel, P Perré, D Schott Advanced Powder Technology 30 (4), 732-750, 2019 | 48 | 2019 |
| Craft: Concept recursive activation factorization for explainability T Fel, A Picard, L Bethune, T Boissin, D Vigouroux, J Colin, R Cadène, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 42 | 2023 |
| Synergistic influences of stearic acid coating and recycled PET microfibers on the enhanced properties of composite materials DM Nguyen, TN Vu, TML Nguyen, TD Nguyen, CNH Thuc, QB Bui, J Colin, ... Materials 13 (6), 1461, 2020 | 32 | 2020 |
| Effect of torrefaction intensity on the flow properties of lignocellulosic biomass powders J Pachón-Morales, J Colin, F Pierre, F Puel, P Perré Biomass and bioenergy 120, 301-312, 2019 | 27 | 2019 |
| On the importance of heat and mass transfer coupling for the characterization of hygroscopic insulation materials P Perre, A Challansonnex, J Colin International Journal of Heat and Mass Transfer 133, 968-975, 2019 | 21 | 2019 |
| Energy consumption in the convective drying of timber analyzed by a multiscale computational model P Perré, R Rémond, J Colin, E Mougel, G Almeida Drying Technology 30 (11-12), 1136-1146, 2012 | 20 | 2012 |
| Xplique: A deep learning explainability toolbox T Fel, L Hervier, D Vigouroux, A Poche, J Plakoo, R Cadene, M Chalvidal, ... arXiv preprint arXiv:2206.04394, 2022 | 18 | 2022 |
| Multiscale investigation on the chemical and anatomical changes of lignocellulosic biomass for different severities of hydrothermal treatment JP Lancha, P Perré, J Colin, P Lv, N Ruscassier, G Almeida Scientific Reports 11 (1), 8444, 2021 | 17 | 2021 |
| Hydrodynamics of a packed bed of non-spherical polydisperse particles: A fully virtual approach validated by experiments V Pozzobon, J Colin, P Perré Chemical Engineering Journal 354, 126-136, 2018 | 16 | 2018 |
| A benchmark for compositional visual reasoning A Zerroug, M Vaishnav, J Colin, S Musslick, T Serre Advances in neural information processing systems 35, 29776-29788, 2022 | 15 | 2022 |
| A critical review of current imaging techniques to investigate water transfers in wood and biosourced materials DM Nguyen, G Almeida, TML Nguyen, J Zhang, P Lu, J Colin, P Perré Transport in Porous Media 137, 21-61, 2021 | 14 | 2021 |
| Energy issues of drying and heat treatment for solid wood and other biomass sources P Perré, G Almeida, J Colin Modern Drying Technology: Volume 4: Energy Savings 4, 245-293, 2011 | 14 | 2011 |
| Flowability characterization of torrefied biomass powders: Static and dynamic testing J Pachón-Morales, J Colin, J Casalinho, P Perré, F Puel Biomass and Bioenergy 138, 105608, 2020 | 13 | 2020 |
| In-situ monitoring of wine volume, barrel mass, ullage pressure and dissolved oxygen for a better understanding of wine-barrel-cellar interactions C Roussey, J Colin, RT Du Cros, J Casalinho, P Perré Journal of Food Engineering 291, 110233, 2021 | 12 | 2021 |
| In situ measurements of viscoelastic properties of biomass during hydrothermal treatment to assess the kinetics of chemical alterations JP Lancha, J Colin, G Almeida, P Perre Bioresource Technology 315, 123819, 2020 | 10 | 2020 |
| Monoglyceride as an effective and friendly modification agent for nano-layered structure of Montmorillonite DM Nguyen, TML Nguyen, J Colin, P Perre, TD Nguyen, HH Thuc, ... Applied Clay Science 179, 105100, 2019 | 10 | 2019 |
| Monitoring imbibition dynamics at tissue level in Norway spruce using X-ray imaging B Martin, J Colin, P Lu, M Mounkaila, J Casalinho, P Perré, R Rémond Holzforschung 75 (12), 1081-1096, 2021 | 9 | 2021 |
| A validated Distributed Activation Energy Model (DAEM) to predict the chemical degradation of biomass as a function of hydrothermal treatment conditions JP Lancha, J Colin, G Almeida, C Guerin, J Casalinho, P Perré Bioresource Technology 341, 125831, 2021 | 9 | 2021 |
