Publications

Mathematics

Machine Learning Methods Applied to the Global Modeling of Event-Driven Pitch Angle Diffusion Coefficients During High Speed Streams

Whistler-mode waves in the inner magnetosphere cause electron precipitation in the atmosphere through the physical process of pitch-angle diffusion. The computation of pitch-angle diffusion relies on quasi-linear theory and becomes time-consuming as…

G. Kluth, J.-F. Ripoll, S. Has, A. Fischer, M. Mougeot, E. Camporeale

Frontiers in Physics - 2022

Life Sciences

Primary CNS lymphoma of the corpus callosum: presentation and neurocognitive outcomes

Christelle Nilles, Daniel Delgadillo, Marie Sarazin, Lucia Nichelli, Karima Mokhtari, Bertrand Mathon, Sylvain Choquet, Loïc Feuvret, Agusti Alentorn, Monica Ribeiro, Khê Hoang-Xuan, Caroline Houillier

Journal of Neuro-Oncology - 2022

Mathematics

Closed-form meromorphic solutions of some third order boundary layer ordinary differential equations

We introduce a general third order non-linear autonomous ODE which covers many ODEs coming from boundary layer problems, like the Falkner-Skan equation and the Cheng-Minkowycz equation. Using Wiman-Valiron theory and complex analytic methods…

Robert Conte, Tuen-Wai Ng, Chengfa Wu

Bulletin des Sciences Mathématiques - 2022

Cryptography and Security

Securing industrial internet of things architectures through Blockchain

It's been ten years since blockchain technology was created. This amalgam of cryptography and peer-to-peer application brings many innovations and securities services beyond financial services to regular information systems and offers new use cases…

Valentin Vallois

Life Sciences

Impact of cannabis use and its cessation on the dosage and the efficacy of antipsychotic drugs in in- and outpatients with schizophrenia taking medication: A systematic review and meta-analysis

Ophélie Rault, Bruno Romeo, Florence Butlen-Ducuing, Eirini Rari, Amine Benyamina, Catherine Martelli

Journal of Psychiatric Research - 2022

Mathematics

Vectorizing Images of Any Size

Yuchen He, Sung Ha Kang, Jean-Michel Morel

2022 IEEE International Conference on Image Processing (ICIP) - 2022

Mathematics

MULTI-DATE WIND TURBINE DETECTION ON OPTICAL SATELLITE IMAGES

Abstract. Satellite imaging is shifting from the photo-interpreter era to one of automatic monitoring. Indeed, the vast amount of data provided by the recent constellations of satellites, performing recurrent observation of every point on the globe,…

N. Mandroux, S. Drouyer, R. Grompone von Gioi

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences - 2022

Mathematics

Pandemic lockdown, isolation, and exit policies based on machine learning predictions

Abstract The widespread lockdowns imposed in many countries at the beginning of the COVID‐19 pandemic elevated the importance of research on pandemic management when medical solutions such as vaccines are unavailable. We present a framework that…

Theodoros Evgeniou, Mathilde Fekom, Anton Ovchinnikov, Raphaël Porcher, Camille Pouchol, Nicolas Vayatis

Production and Operations Management - 2022

Environmental Sciences

Generating megacity-scale building height maps without DGNSS surveyed GCPs: An open-source approach

This paper describes an open-source method for generating megacity-scale building height maps without proprietary software or Differential Global Navigation Satellite System surveyed ground control points (GCPs). We use the open-source Satellite…

Pratyush Tripathy, Krishnachandran Balakrishnan, Carlo de Franchis, Amit Kumar

Environment and Planning B: Urban Analytics and City Science - 2022

Software Engineering

Algorithm 1029: Encapsulated Error, a Direct Approach to Evaluate Floating-Point Accuracy

Floating-point numbers represent only a subset of real numbers. As such, floating-point arithmetic introduces approximations that can compound and have a significant impact on numerical simulations. We introduce encapsulated error, a new way to…

Nestor Demeure, Cédric Chevalier, Christophe Denis, Pierre Dossantos-Uzarralde

ACM Transactions on Mathematical Software - 2022