|
Negative impact of heavy-tailed uncertainty and error distributions on the reliability of calibration statistics for machine learning regression tasks
Pascal Pernot
Intelligence artificielle, apprentissage machine, apprentissage profond et chimie/bio/physique/science des matériaux théorique/computationnelle en Ile de France, Carine Clavaguéra; Aurélien de la Lande, Jun 2024, Orsay, France
Conference papers
hal-04620449
v1
|
|
Objective characterisation of corneal transparency by analysis of clinical SD-OCT images
Maëlle Vilbert
,
Romain Bocheux
,
Cristina Georgeon
,
Vincent Borderie
,
Pascal Pernot
et al.
European Conference on Biomedical Optics 2023 (ECBO), Jun 2023, Munich, Germany. ⟨10.1117/12.2670743⟩
Conference papers
hal-04393495
v1
|
|
Validation of prediction uncertainty in ML
Pascal Pernot
Intelligence artificielle, apprentissage machine, apprentissage profond et chimie/bio/physique/science des matériaux théorique/computationnelle en Ile de France, Carine Clavaguera; Aurélien de la Lande; Dennis Salahub, May 2023, Orsay, France
Conference papers
hal-04620507
v1
|
|
Two or three things I am sure about uncertainty
Pascal Pernot
Taming The Uncertainty Monster: Lessons from Astrochemistry (TUMLA), Marie Gueguen, Jul 2022, Rennes, France
Conference papers
hal-04620516
v1
|
|
Two or three things I'm sure about uncertainty
Pascal Pernot
Taming The Uncertainty Monster, Marie Gueguen; François Lique; Sébastien Le Picard, Jul 2022, Rennes, France
Conference papers
hal-04062489
v1
|
|
Validation of Prediction Uncertainty in Computational Chemistry
Pascal Pernot
Error control in first-principles modelling (CECAM Flagship Workshop), Gabor Csanyi; Genevieve Dusson; Michael Herbst; Youssef Marzouk, Jun 2022, Lausanne, Switzerland
Conference papers
hal-04620551
v1
|
|
Objective assessment of corneal transparency in the clinical setting: Identification and correction of acquisition artifacts in SD-OCT images
Maëlle Vilbert
,
Romain Bocheux
,
Hugo Lama
,
Cristina Georgeon
,
Vincent Borderie
et al.
ARVO 2021, ARVO, May 2022, Denver, United States
Conference papers
hal-04393517
v1
|
|
Prediction uncertainty validation for computational chemists
Pascal Pernot
Error control in first-principles modelling (CECAM Flagship workshop), Gabor Csanyi; Genevieve Dusson; Michael Herbst; Youssef Marzouk, Jun 2022, Lausanne, Switzerland
Conference papers
hal-04062441
v1
|
|
Prediction uncertainty in computational chemistry
Pascal Pernot
Benchmarking of electronic structure methods for non-covalent interactions (CECAM Flagship workshop), Majdi Hochlaf; Ricardo Mata; Daniel Obenchain, Nov 2021, Champs-sur-Marne, France
Conference papers
hal-04062457
v1
|
|
Objective Assessment of Corneal Transparency in the Clinical Setting: Correction of Acquisition Arti-facts in SD-OCT Images and Application to Normal Corneas
Maëlle Vilbert
,
Romain Bocheux
,
Hugo Lama
,
Cristina Georgeon
,
Vincent Borderie
et al.
European Conference on Biomedical Optics 2021 (ECBO), Jun 2021, Munich, Germany. ⟨10.1117/12.2616041⟩
Conference papers
hal-04393542
v1
|
|
Towards Objective Corneal Transparency Assessment in the Clinical Setting: Correction of Acquisition Artifacts in Spectral-domain OCT Images
Maëlle Vilbert
,
Romain Bocheux
,
Hugo Lama
,
Cristina Georgeon
,
Vincent Borderie
et al.
Conference papers
hal-03445432
v1
|
|
Prediction uncertainty in Computational Chemistry
Pascal Pernot
CECAM Flagship Workshop: "Benchmarking of electronic structure methods for non-covalent interactions ", Majdi Hochlaf; Ricardo Mata; Daniel Obenchain, Nov 2021, Champs-sur-Marne, France
Conference papers
hal-04621505
v1
|
|
Caractérisation objective de la transparence cornéenne par analyse d’images d’OCT clinique
Maëlle Vilbert
,
Romain Bocheux
,
Hugo Lama
,
Cristina Georgeon
,
Vincent Borderie
et al.
Congrès de la Société Française d'Optique, Société Française d'Optique, Jul 2021, Dijon, France
Conference papers
hal-04393509
v1
|
|
You should not use the Mean Absolute Error to choose a Quantum Chemistry method
Pascal Pernot
,
Andreas Savin
JTMS 2020 : Journées "Théorie, Modélisation et Simulation", Boris Le Guennic; Céline Merlet, Nov 2020, Visioconférence, France
Conference papers
hal-04621491
v1
|
|
Objective and quantitative analysis of corneal transparency with clinical spectral-domain optical coherence tomography
R. Bocheux
,
B. Rivière
,
P. Pernot
,
C. Georgeon
,
V. Borderie
et al.
European Conference on Biomedical Optics 2019 (ECBO), Jun 2019, Munich, Germany. ⟨10.1117/12.2527085⟩
Conference papers
hal-04059275
v1
|
|
Gas-Phase Positive Ion Insights during Laboratory EUV Irradiation of Titan's Relevant Gas Mixtures
Jérémy Bourgalais
,
Nathalie Carrasco
,
Pascal Pernot
European Planetary Science Congress (EPSC-DPS Joint Meeting 2019), Sep 2019, Genève, Switzerland. pp.EPSC-DPS2019-1337-1
Conference papers
insu-02196260
v1
|
|
How to estimate the prediction uncertainty of computational chemistry methods ?
Pascal Pernot
Workshop on Precision Quantification in DFT, Stefaan Cottenier; Kurt Lejaeghere, May 2019, Louvain-la-Neuve, Belgium
Conference papers
hal-04062518
v1
|
|
Quantitative Measures of Corneal Transparency, Derived from Objective Analysis of Stromal Light Backscattering with Full-Field Optical Coherence Tomography
R. Bocheux
,
P. Pernot
,
V. Borderie
,
K. Plamann
,
K. Irsch
Conference papers
hal-04059276
v1
|
|
Prediction uncertainty in Computational Chemistry
Pascal Pernot
Workshop on Precision Quantification in DFT (PQ-DFT 2019), S. Cottenier; K. Lejaeghere; G.-M. Rignanese; M. Verstraete, May 2019, Louvain-la-Neuve, Belgium
Conference papers
hal-04621539
v1
|
|
Objective and quantitative analysis of corneal transparency with clinical spectral-domain optical coherence tomography
Romain Bocheux
,
Bathilde Riviere
,
Pascal Pernot
,
Cristina Georgeon
,
Vincent Borderie
et al.
ARVO 2019, ARVO, Apr 2019, Vancouver (BC), Canada
Conference papers
hal-04393529
v1
|
|
Incertitudes en Chimie Computationnelle
Pascal Pernot
Quantification des incertitudes en sciences des matériaux, Colloque des GDR MascotNum et ModMat, 2018, IHP, Paris, France
Conference papers
hal-04130652
v1
|
|
Génération de polysulfures lors de la radiolyse de l'eau porale de matériaux cimentaires avec laitier
P. Bouniol
,
S. Le Caer
,
M. Mostafavi
,
J. L. Marignier
,
P. Pernot
et al.
JECR 2016 - 18èmes Journées d'Etudes de la Chimie sous Rayonnement, May 2016, Balaruc-Les-Bains, France
Conference papers
cea-02442299
v1
|
|
Evolution of Titan's atmospheric aerosol under high-altitude ultraviolet irradiation
Sarah Tigrine
,
Nathalie Carrasco
,
Ahmed Mahjoub
,
Benjamin Fleury
,
Guy Cernogora
et al.
European Planetary Science Congress (EPSC2015), Sep 2015, Nantes, France. pp.EPSC2015-496
Conference papers
insu-01208368
v1
|
|
HPLC-Orbitrap analysis for identification of organic molecules in complex material
Thomas Gautier
,
Isabelle Schmitz-Afonso
,
Nathalie Carrasco
,
D. Touboul
,
Cyril Szopa
et al.
European Planetary Science Congress (EPSC2015), Sep 2015, Nantes, France. pp.801-802
Conference papers
insu-01208003
v1
|
|
Experimental and theoretical simulations of Titan's VUV photochemistry
Z. Peng
,
Nathalie Carrasco
,
P. Pernot
American Geophysical Union, Fall Meeting 2013, Dec 2013, San Francisco, United States. pp.P53C-1872
Conference papers
hal-01067622
v1
|
|
Photochemistry simulation of planetary atmosphere using synchrotron radiation at soleil. application to titan's atmosphere
Thomas Gautier
,
Zhe Peng
,
Alexandre A. Giuliani
,
Nathalie Carrasco
,
Guy Cernogora
et al.
ECLA: European Conference on Laboratory Astrophysics, Sep 2011, Paris, France. pp.199-203, ⟨10.1051/eas/1258031⟩
Conference papers
hal-02750391
v1
|
|
Mimicking Titan's upper atmosphere reactivity with a RF-capacitively coupled N2-CH4 plasma
Nathalie Carrasco
,
Thomas Gautier
,
Et-Touhami Es-Sebbar
,
P. Pernot
,
Guy Cernogora
ESCAMPIG 2012 (Europhysics Conference on the Atomic and Molecular Physics of Ionized Gases), Jul 2012, Viana do Castelo, Portugal. 2 p
Conference papers
hal-00741736
v1
|
|
Simulating Titan's upper atmosphere reactivity with a N2-CH4 plasma discharge
Nathalie Carrasco
,
Thomas Gautier
,
Ahmed Mahjoub
,
Pascal Pernot
,
Guy Cernogora
AGU Fall Meeting, Dec 2012, San Francisco, United States
Conference papers
hal-00777739
v1
|
|
Production of neutral species in Titan's ionosphere through dissociative recombination of ions as measured by INMS
S. Plessis
,
Nathalie Carrasco
,
M. Dobrijevic
,
P. Pernot
European Planetary Science Congress (EPSC-DPS Joint Meeting 2011), Oct 2011, Nantes, France. pp.EPSC-DPS2011-121
Conference papers
hal-00665046
v1
|
|
Effects of uncertain photolysis parameters on predictions of Titan's photochemistry models
Zhe Peng
,
F. Cailliez
,
Nathalie Carrasco
,
Eric Hébrard
,
M. Dobrijevic
et al.
European Planetary Science Congress (EPSC-DPS Joint Meeting 2011), Oct 2011, Nantes, France. pp.196
Conference papers
hal-00665044
v1
|
|
Towards an accurate representation of ionic chemistry in Titan's ionosphere.
Sarah Plessis
,
Nathalie Carrasco
,
M. Dobrijevic
,
Pascal Pernot
4th NSF Workshop on Titan, 2010, St-Jacut de la Mer, France
Conference papers
hal-00998568
v1
|
|
Structure polymérique des tholins de Titan
Nathalie Carrasco
,
P. Pernot
,
R. Thissen
,
E. Quirico
,
Edith Hadamcik
et al.
Colloque quadriennal du PNP (Programme National de Planétologie), Sep 2010, Brest, France
Conference papers
hal-00665821
v1
|
|
Gaseous chemistry for a Titan's atmospheric plasma experimental simulation
Nathalie Carrasco
,
Thomas Gautier
,
Ella Sciamma-O'Brien
,
Cyril Szopa
,
Guy Cernogora
et al.
European Planetary Science Congress (EPSC2010), Sep 2010, Rome, Italy. EPSC2010-418 (2p.)
Conference papers
hal-00665789
v1
|
|
Photochemical modeling of Titan's atmosphere at the "10% uncertainty horizon".
Z. Peng
,
Pascal Pernot
,
Nathalie Carrasco
,
Eric Hébrard
,
M. Dobrijevic
Faraday Discussion 147: Chemistry of the Planets. St-Jacut de la Mer, France. 14-16 june 2010., 2010, St-Jacut de la Mer, France
Conference papers
hal-00998572
v1
|
|
Role of dissociative recombinaison in Titan's ionosphere: a reappraisal.
Sarah Plessis
,
Pascal Pernot
,
Nathalie Carrasco
,
M. Dobrijevic
Faraday Discussion 147: Chemistry of the Planets. St-Jacut de la Mer, France. 14-16 june 2010., 2010, St-Jacut de la Mer, France
Conference papers
hal-00998570
v1
|
|
High resolution mass spectrometry for Titan's aerosol analysis
Nathalie Carrasco
,
P. Pernot
,
Cyril Szopa
,
R. Thissen
,
P. Puget
et al.
European Planetary Science Congress (EPSC2010), Sep 2010, Rome, Italy
Conference papers
hal-00665792
v1
|
|
How measurements of rate constants at low temperature increase the predictivity of photochemical models of Titans's atmosphere
P. Pernot
,
Eric Hébrard
,
M. Dobrijevic
,
Nathalie Carrasco
,
A. Bergeat
et al.
European Planetary Science Congress (EPSC2009), Sep 2009, Potsdam, Germany. pp.221
Conference papers
hal-00998443
v1
|
|
First results of the ISSI workshop on the comparison of 1D photochemical models of Titan atmosphere.
Pascal Pernot
,
N. Bell
,
Nathalie Carrasco
,
M. Dobrijevic
,
Eric Hébrard
et al.
European Planetary Science Congress (EPSC2009), Sep 2009, Potsdam, Germany. pp.EPSC2009-226
Conference papers
hal-00998456
v1
|
|
Chemistry in Titan’s ionosphere: contribution of dissociative recombination to an ion- neutral coupled model
Sylvain Plessis
,
P. Pernot
,
Nathalie Carrasco
European Planetary Science Congress (EPSC2009), Sep 2009, Potsdam, Germany. pp.EPSC2009-148
Conference papers
insu-02896805
v1
|
|
How Measurements Of Rate Constants At Low Temperature Increase The Predictivity Of Photochemical Models Of Titans's Atmosphere
Pascal Pernot
,
Eric Hébrard
,
M. Dobrijevic
,
Nathalie Carrasco
,
A. Bergeat
et al.
DPS Meeting, Oct 2009, Puerto Rico, United States. pp.id. 17.08
Conference papers
hal-00426684
v1
|
|
Structured description of uncertainty for chemical reaction products and rates
P. Pernot
,
Sylvain Plessis
,
Nathalie Carrasco
,
Eric Hébrard
,
M. Dobrijevic
et al.
35th Seminar Esreda On "Uncertainty in Industrial Practice - Generic best practices in uncertainty treatment", Nov 2008, Marseille, France
Conference papers
hal-00403306
v1
|
|
Simulations of the first steps of molecular growth occurring in Titan ionosphere by means of synchrotron radiation irradiation of gas mixtures inside an ion trap at high mass resolution
Roland Thissen
,
Véronique Vuitton
,
Joël Lemaire
,
C. Dehon
,
Panayotis Lavvas
et al.
European Planetary Science Congress 2008, Sep 2008, Münster, Germany. pp.EPSC2008-A-00595
Conference papers
insu-00365722
v1
|
|
Titan ionospheric chemistry
Odile Dutuit
,
Roland Thissen
,
Christian Alcaraz
,
Nathalie Carrasco
,
P. Pernot
Molecules in Space and Laboratory, May 2007, Paris, France
Conference papers
insu-00359790
v1
|
|
Titan ionospheric chemistry
Odile Dutuit
,
Roland Thissen
,
Christian Alcaraz
,
Nathalie Carrasco
,
P. Pernot
IUGG XXIV 2007 - IAMAS section, Jul 2007, Perugia, Italy
Conference papers
insu-00363999
v1
|
|
Uncertainty Analysis in Titan Ionospheric Chemistry Model
Nathalie Carrasco
,
Eric Hébrard
,
M. Dobrijevic
,
P. Pernot
European Planetary Science Congress 2007, Aug 2007, Potsdam, Germany
Conference papers
hal-00264480
v1
|
|
Uncertainty propagation and sensitivity analysis: providing insights for simulation of Cassini's INMS ions data
Nathalie Carrasco
,
P. Pernot
,
O. Dutuit
,
R. Thissen
,
M. Banaszkiewicz
et al.
First worshop on Titan - Observations, Experiments, Computations and Modeling. Honolulu, Hawai. 5-7 february 2007, 2007, Honolulu, United States
Conference papers
hal-00264616
v1
|
|
Uncertainty analysis in a Titan ionospheric chemistry model.
Nathalie Carrasco
,
Eric Hébrard
,
M. Dobrijevic
,
P. Pernot
Fifth International Conference on Sensitivity Analysis of Model Output. Eotvos University (ELTE), Budapest, Hungary. 8-22 June, 2007., 2007, Budapest, Hungary
Conference papers
hal-00264502
v1
|
|
Comparison of two major sources of uncertainty in Titan ionospheric chemistry: neutral densities and ion-molecule reactions
Nathalie Carrasco
,
Eric Hébrard
,
M. Dobrijevic
,
Pascal Pernot
European Planetary Science Congress 2006, 2006, Berlin, Germany
Conference papers
insu-00357990
v1
|
|
Analyse Bayésienne des Données. Application à la spectroscopie résolue en temps
P. Pernot
Analyse Bayésienne des Données. Application à la spectroscopie résolue en temps, 2006, Lille, France
Conference papers
hal-00089182
v1
|
|
Comparison of two major sources of uncertainty in Titan ionospheric chemistry: neutral densities and ion-molecule reactions
Nathalie Carrasco
,
Eric Hébrard
,
M. Dobrijevic
,
P. Pernot
European Planetary Science Congress, Berlin. September 18-22, 2006., 2006, Berlin, Germany
Conference papers
hal-00109829
v1
|
|
New laboratory approach to study Titan ionospheric chemistry
Roland Thissen
,
Odile Dutuit
,
Pascal Pernot
,
Nathalie Carrasco
,
Jean Lilensten
et al.
European Planetary Science Congress 2006, 2006, Berlin, Germany
Conference papers
insu-00358084
v1
|
|
Titan ionospheric chemistry experiments and uncertainty propagation, tools for improving models
Odile Dutuit
,
Roland Thissen
,
Christian Alcaraz
,
Nathalie Carrasco
,
Pascal Pernot
6th European Workshop on Astrobiology (EANA2006), Oct 2006, Lyon, France
Conference papers
insu-00367635
v1
|
|
Uncertainty analysis for complex chemical systems
Nathalie Carrasco
,
P. Pernot
European Planetary Science Congress 2006, 2006, Berlin, Germany
Conference papers
insu-00357996
v1
|
|
Ion-molecule reaction studies of planetary interest ; the specific case of models for Titan ionosphere : uncertainty propagation and need for new and better measurements
Roland Thissen
,
Christian Alcaraz
,
C. Nicolas
,
Odile Dutuit
,
Nathalie Carrasco
et al.
MOLEC XVI, European Conference on Dynamics of Molecular Systems, Sep 2006, Trento, Italy
Conference papers
insu-00367632
v1
|
|
Analyse des incertitudes sur les réactions bimoléculaires dans un modèle de chimie ionospherique de Titan
Nathalie Carrasco
,
Odile Dutuit
,
Roland Thissen
,
M. Banaszkiewicz
,
P. Pernot
Colloque du Programme National de Planétologie (PNP), Sep 2006, Nancy, France
Conference papers
insu-00367634
v1
|
|
Sensitivity and uncertainty analysis for ionospheric chemistry
P. Pernot
Workshop on Physical-Chemistry in Titan Atmosphere, 2005, France
Conference papers
hal-00089177
v1
|
|
Physical-Chemistry in Titan Atmosphere
O. Dutuit
,
C. Alcaraz
,
P. Pernot
,
Nathalie Carrasco
,
R. Thissen
Organisateurs du Workshop EuroPlaNet, 2005, Orsay, France
Conference papers
hal-00089178
v1
|