Jérémy Rohmer

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 14

Top Topics

Gaussian Process

Top Venues

Environ. Model. Softw.

Reliab. Eng. Syst. Saf.

Publications

José Betancourt, François Bachoc, Thierry Klein, Déborah Idier, Jérémy Rohmer, Yves Deville
Package for Gaussian Process Regression with Scalar and Functional Inputs. J. Stat. Softw. 109 (5) (2024)
Charlie Sire, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin, Yann Richet
Quantizing Rare Random Maps: Application to Flooding Visualization. J. Comput. Graph. Stat. 32 (4) (2023)
Charlie Sire, Yann Richet, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin
FunQuant: A R package to perform quantization in the context of rare events and time-consuming simulations. CoRR (2023)
Andrés F. López-Lopera, Déborah Idier, Jérémy Rohmer, François Bachoc
Multioutput Gaussian processes with functional data: A study on coastal flood hazard assessment. Reliab. Eng. Syst. Saf. 218 (Part) (2022)
Jérémy Rohmer, Olivier Roustant, Sophie Lecacheux, Jean-Charles Manceau
Revealing the interlevel dependence structure of categorical inputs in numerical environmental simulations with kernel model selection. Environ. Model. Softw. 151 (2022)
T. V. E. Perrin, O. Roustant, Jérémy Rohmer, Olivier Alata, J. P. Naulin, Déborah Idier, Rodrigo Pedreros, D. Moncoulon, P. Tinard
Functional principal component analysis for global sensitivity analysis of model with spatial output. Reliab. Eng. Syst. Saf. 211 (2021)
José Betancourt, François Bachoc, Thierry Klein, Déborah Idier, Rodrigo Pedreros, Jérémy Rohmer
Gaussian process metamodeling of functional-input code for coastal flood hazard assessment. Reliab. Eng. Syst. Saf. 198 (2020)
Jérémy Rohmer, Pierre Gehl
Sensitivity analysis of Bayesian networks to parameters of the conditional probability model using a Beta regression approach. Expert Syst. Appl. 145 (2020)
Jérémy Rohmer
Uncertainties in conditional probability tables of discrete Bayesian Belief Networks: A comprehensive review. Eng. Appl. Artif. Intell. 88 (2020)
Andrés F. López-Lopera, Déborah Idier, Jérémy Rohmer, François Bachoc
Multi-Output Gaussian Processes with Functional Data: A Study on Coastal Flood Hazard Assessment. CoRR (2020)
Dario Azzimonti, David Ginsbourger, Jérémy Rohmer, Déborah Idier
Profile Extrema for Visualizing and Quantifying Uncertainties on Excursion Regions: Application to Coastal Flooding. Technometrics 61 (4) (2019)
Jérémy Rohmer, Déborah Idier, François Paris, Rodrigo Pedreros, Jessie Louisor
Casting light on forcing and breaching scenarios that lead to marine inundation: Combining numerical simulations with a random-forest classification approach. Environ. Model. Softw. 104 (2018)
Gonéri Le Cozannet, Daniel Raucoules, Marcello de Michele, Abed Benaichouche, Pierre Gehl, Daniel Monfort, Caterina Negulescu, Jérémy Rohmer, Nazzareno Pierdicca, Matteo Albano, Sonia Giovinazzi, Michael Foumelis
Potential of Satellite Remote Sensing to Monitor Vulnerablity of Buildings to Earthquakes Within a Semi-Empirical Macroseismic Approach. IGARSS (2018)
Asmae Dahrabou, Sophie Viseur, Aldo Gonzalez-Lorenzo, Jérémy Rohmer, Alexandra Bac, Pedro Real, Jean-Luc Mari, Pascal Audigane
Topological Comparisons of Fluvial Reservoir Rock Volumes Using Betti Numbers: Application to CO _2 2 Storage Uncertainty Analysis. CTIC (2016)
Gonéri Le Cozannet, Jérémy Rohmer, Anny Cazenave, Déborah Idier, Roderik S. W. van de Wal, Renske de Winter, Rodrigo Pedreros, Yann Balouin, Charlotte Vinchon, Carlos Oliveros
Evaluating uncertainties of future marine flooding occurrence as sea-level rises. Environ. Model. Softw. 73 (2015)
Jérémy Rohmer, Annick Loschetter, Daniel Raucoules, Marcello de Michele, Yann Le Gallo, Damien Raffard
On the use of persistent scatterers interferometry (PSI) in highly vegetated/agricultural areas for long term CO2 storage monitoring. IGARSS (2014)
Jérémy Rohmer, Evelyne Foerster
Global sensitivity analysis of large-scale numerical landslide models based on Gaussian-Process meta-modeling. Comput. Geosci. 37 (7) (2011)