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Report

Chair in applied mathematics OQUAIDO Activity report

Subjects: Statistical modeling; Gaussian processes regression; Model identification/reduction

  • Source: https://hal.science/hal-03217277 ; [Research Report] Mines Saint-Etienne; Ecole Centrale Lyon; BRGM (Bureau de recherches géologiques et minières); CEA; IFP Energies Nouvelles; Institut de

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Book

Why Is Evolution Important in Cancer and What Mathematics Should Be Used to Treat Cancer? Focus on Drug Resistance

Subjects: [MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP]

  • Source: Trends in Biomathematics: Modeling, Optimization and Computational Problems: Selected works from the BIOMAT Consortium Lectures, Moscow 2017 ; https://inria.hal.science/hal-01618357 ; Trends in

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Conference

Biological control of diamondback moth: a mathematical approach

Subjects: [MATH.MATH-DS]Mathematics [math]/Dynamical Systems [math.DS]; [SDV.SA]Life Sciences [q-bio]/Agricultural sciences; [SPI.AUTO]Engineering Sciences [physics]/AutomaticCaparica; Portugal

  • Source: DSABNS - 15th International Conference on Dynamical Systems Applied to Biology and Natural Sciences ; https://hal.inrae.fr/hal-04452042 ; DSABNS - 15th International Conference on Dynamical Systems

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Academic Journal

Numerical analysis of a mixed-dimensional poromechanical model with frictionless contact at matrix–fracture interfaces

Subjects: poromechanics; contact mechanics; Darcy flow

  • Source: ISSN: 0025-5718 ; Mathematics of Computation ; https://hal.science/hal-03541096 ; Mathematics of Computation, In press,

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Conference

A lower bound and a near-optimal algorithm for bilevel empirical risk minimization

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Optimization and Control (math.OC)Valencia; Spain

  • Source: International Conference on Artificial Intelligence and Statistics (AISTATS) ; https://hal.science/hal-04302861 ; International Conference on Artificial Intelligence and Statistics (AISTATS), May

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Conference

Investigations on Physics-Informed Neural Networks for Aerodynamics

Subjects: Neural networks; partial differential equations; aerodynamicsOrleans; France

  • Source: 58th 3AF International Conference on Applied Aerodynamicshttps://hal.science/hal-0451969358th 3AF International Conference on Applied Aerodynamics, Mar 2024, Orleans, France, France

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Conference

Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure

Subjects: Supervised Machine Learning; Worst-Case; Generalization GapVancouverVancouver, Canada

  • Source: AAAI 2024 - Conference on Artificial Intelligence ; https://inria.hal.science/hal-04353957 ; AAAI 2024 - Conference on Artificial Intelligence, Feb 2024, Vancouver, Canada

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