Postdoctoral Research Visit for Large Physics Models

il y a 4 semaines


Orsay, Île-de-France INRIA Temps plein

Job Opportunity at INRIA

The TAU/A&O team at Inria, in collaboration with LISN, is seeking a highly motivated postdoctoral researcher to manage the operational aspects of a project focused on developing a Foundational Large Physics Model for fluid simulations.

Key Responsibilities:

  • Familiarize with existing solutions and study state-of-the-art approaches for leveraging large models in science.
  • Manage data generation, including creating comprehensive training datasets from diverse CFD sources and augmenting these datasets with high-fidelity numerical simulations.
  • Design an efficient training strategy, potentially leveraging pre-training approaches from other large models.
  • Evaluate the model's generalization capabilities when fine-tuned for several specific tasks and its performance compared to other existing Machine Learning methods for solving partial differential equations.

Requirements:

  • PhD in a related field such as Machine Learning, Computational Fluid Dynamics, Applied Mathematics, or Physics.
  • Experience with developing and training large-scale ML models.
  • Strong programming skills, particularly in Python and PyTorch.
  • Able to conduct independent research and collaborate within an interdisciplinary team.
  • Experience in publishing scientific papers.

Benefits:

  • Subsidized meals.
  • Partial reimbursement of public transport costs.
  • 7 weeks of annual leave, 10 extra days off, and possibility of exceptional leave.
  • Teleworking and flexible organization of working hours.
  • Professional equipment available.
  • Access to vocational training and social security coverage.

Salary: 2788 € gross / month.



  • Orsay, Île-de-France INRIA Temps plein

    Job Context and RequirementsThe TAU/A&O team at INRIA is seeking a highly motivated postdoctoral researcher to contribute to the development of a Foundational Large Physics Model for fluid simulations. This project aims to leverage machine learning methods to reduce computational costs and improve scalability.Key ResponsibilitiesFamiliarize with existing...


  • Orsay, Île-de-France INRIA Temps plein

    Job OpportunityWe are seeking a highly skilled postdoctoral researcher to contribute to the development of foundational large physics models for fluid simulations.About the RoleFamiliarize with existing solutions and state-of-the-art approaches for large models in science.Manage data generation, creating comprehensive training datasets from diverse CFD...


  • Orsay, Île-de-France INRIA Temps plein

    About the PositionThe success of supervised machine learning has led to a new priority: explainable artificial intelligence. This project investigates directions for computer vision, including saliency maps and relevant sub-concepts for classes. However, multimodal embeddings have limitations in specific domains, such as biology and industrial environments....


  • Orsay, Île-de-France Institut Curie Temps plein

    About the ProjectThe Institut Curie is a leading research center in the fight against cancer, with a strong international presence. Our team is focused on understanding the mechanisms that govern genome stability in response to DNA replication stress. We investigate how recombination, repair, chromatin, and RNA-based processes prevent genome instability...


  • Orsay, Île-de-France Institut Curie Temps plein

    Join Our Team at Institut CurieInstitut Curie is a leading research institution in the field of cancer research, and we are seeking a highly motivated postdoctoral researcher to join our team.About the ProjectWe are looking for a postdoctoral researcher with expertise in RNA biology to investigate the role of extracellular RNA in metastasis. The successful...


  • Orsay, Île-de-France INRIA Temps plein

    Job DescriptionThe INRIA team is seeking a postdoctoral researcher to work on interpretable multi-modal embeddings for rare classes. The successful candidate will be responsible for developing and applying novel XAI approaches to semi-supervised learning in rare domains.Key ResponsibilitiesDevelop and apply novel XAI approaches to semi-supervised learning in...


  • Orsay, Île-de-France Institut Curie Temps plein

    About the JobThe Institut Curie is a leading research center in the fight against cancer, with a strong international presence. We are seeking a highly motivated postdoctoral researcher to join our team and contribute to our research on genome stability and nuclear organization.Research ProjectThe successful candidate will work on a research project aimed at...


  • Orsay, Île-de-France Institut Curie Temps plein

    The Institut Curie is a leading research center in the field of cancer and genome stability. Our team is dedicated to understanding the mechanisms that govern genome stability in response to DNA replication perturbations.Our Research ProjectWe are seeking a highly motivated postdoctoral researcher to join our team and contribute to our research project on...


  • Orsay, Île-de-France Institut Curie Temps plein

    Company OverviewThe Institut Curie is a renowned research center dedicated to cancer research and treatment. With a hospital and a research center employing over 1000 experts, the institute aims to develop innovative solutions for cancer diagnosis, prognosis, and treatment.Job SummaryWe are seeking a highly motivated post-doctoral researcher to join our team...


  • Orsay, Île-de-France Institut Curie Temps plein

    Institut Curie is a leading research and medical center with a strong international presence. Our team "RNA, Tumor Microenvironment and Metastasis" is part of the "Genome Integrity, RNA and Cancer" department in Orsay. We focus on the gene regulatory networks that promote metastatic niche establishment, aiming to advance our understanding of the early...

  • Post-doc H/F

    il y a 4 semaines


    Orsay, Île-de-France CNRS Temps plein

    Informations généralesTitre de l'offre : Chercheur postdoctoral en mécanique des solidesContexte : Le poste est proposé dans le cadre d'un projet de recherche portant sur la mécanique des milieux continus, en particulier sur la caractérisation expérimentale de la résistance mécanique des fils et des cordes.MissionsLe chercheur postdoctoral rejoindra...


  • Orsay, Île-de-France Westinghouse Electric Company LLC. Temps plein

    Proposal Development Specialist:The Westinghouse Electric Company LLC is seeking a Proposal Development Specialist to join their team. This role will be responsible for managing the development of proposals for large and complex opportunities, with a focus on commercial elements and pricing.Key Responsibilities: Develop and manage the offer schedule,...


  • Orsay, Île-de-France CNRS Temps plein

    Missions La personne recrutée contribuera aux études de spectroscopie de dichroïsme circulaire vibrationnel menées à l'ISMO, en collaboration avec les laboratoires impliqués dans le projet DICHROSOL financé par l'ANR. Elle utilisera des méthodes théoriques nouvelles et/ou participera au développement de méthodes théoriques innovantes pour...

  • Financial Planning Manager

    il y a 4 semaines


    Orsay, Île-de-France Westinghouse Electric Company LLC. Temps plein

    At Westinghouse Electric Company LLC., we are seeking a highly skilled Financial Planning Manager to join our team. This role will be responsible for leading the financial planning and analysis for our Decommissioning and Decontamination Projects (D&D) business segment.Your Key Responsibilities:Develop and implement financial planning and analysis strategies...

  • Senior Financial Analyst

    il y a 4 semaines


    Orsay, Île-de-France Westinghouse Electric Company LLC. Temps plein

    Role SummaryThe Senior Financial Analyst will be responsible for financial planning, analysis, and reporting for the D&D Solutions business segment. This role will involve providing project cost analysis, financial forecasting, and budgeting to ensure sustainable forecasts and minimize risks.ResponsibilitiesLead financial planning and budgeting for the D&D...

  • Proposal Manager

    il y a 1 mois


    Orsay, Île-de-France Westinghouse Electric Company LLC. Temps plein

    Job Title: Proposal ManagerThe Proposal Manager plays a critical role in the success of Westinghouse Electric Company LLC's commercial endeavors. This position is responsible for managing the development of proposals for complex opportunities, focusing on the commercial elements and pricing files. The ideal candidate will possess refined commercial acumen,...

  • Financial Planning Manager

    il y a 4 semaines


    Orsay, Île-de-France Westinghouse Electric Company LLC. Temps plein

    Financial Planning Manager OpportunityWestinghouse Electric Company LLC is seeking a highly skilled Financial Planning Manager to join our team. As a key member of our financial planning department, you will be responsible for providing financial analysis and planning support to our decommissioning and decontamination projects.Your Key...


  • Orsay, Île-de-France ABB Temps plein

    Chez ABB, nous sommes déterminés à relever les défis mondiaux.Nos valeurs fondamentales : bienveillance, courage, curiosité et collaboration - associées à une attention particulière à la diversité, à l'inclusion et à l'égalité des chances - sont des moteurs clés dans notre objectif de donner à chacun les moyens de créer des solutions...


  • Orsay, France INRIA Temps plein

    Contexte et atouts du poste The TAU/A&O team is an Inria joint team with LISN (Laboratoire Interdisciplinaire des Sciences du Numérique), working on Machine Learning and data-based modeling. ML for Numerical Simulation is one of the pillars of TAU research program. In the frame of this project, the team will collaborate with Lionel Mathelin (Dataflot...


  • Orsay, France CNRS Temps plein

    Cette offre est disponible dans les langues suivantes: - Français - Anglais Date Limite Candidature : mercredi 25 septembre 2024 23:59:00 heure de Paris **Informations générales**: **Intitulé de l'offre **:Postdoctoral researcher experimental electronic structure of quantum materials (H/F)** Référence : UMR8214-ANDSAN-002 Nombre de Postes : 1 Lieu...


  • Orsay, France INRIA Temps plein

    Contexte et atouts du poste The success of supervised machine learning has given rise to a new priority, that of being able to interpret the models learned (explainable artificial intelligence, or XAI). The main directions investigated in XAI for computer vision include: building saliency maps (for example by exploiting the gradient of the...


  • Orsay, France Institut Curie Temps plein

    The Institut Curie is a major player in the research and fight against cancer. It consists of a hospital and a Research Center of more than 1000 employees with a strong international representativeness. The objective of the Curie Institute Research Center is to develop basic research and to use the knowledge produced to improve the diagnosis, prognosis, and...


  • Orsay, France Institut Curie Temps plein

    The Institut Curie is a major player in the research and fight against cancer. It consists of a hospital and a Research Center of more than 1000 employees with a strong international representativeness. The objective of the Curie Institute Research Center is to develop basic research and to use the knowledge produced to improve the diagnosis, prognosis, and...


  • Orsay, France Institut Curie Temps plein

    Institut Curie is a major player in the research and fight against cancer. It consists of a Hospital group and a Research Center of more than 1000 employees with a strong international objective of the Research Center is to develop basic research and to use the knowledge produced to improve the diagnosis, prognosis, and therapeutics of cancers as part of...


  • Orsay, France Université Paris-Saclay GS Physique Temps plein

    **Etude systématique des théories EFT nucléaires à différentes résolutions // Mapping the tower of nuclear effective field theories**: - Réf **ABG-127017** **ADUM-59764** - Sujet de Thèse- 20/11/2024- Financement public/privé- Université Paris-Saclay GS Physique- Lieu de travail- Orsay - France- Intitulé du sujet- Etude systématique des...


  • Orsay, France CNRS Temps plein

    Informations générales Intitulé de l'offre : Chercheur en physique hadronique théorique : production de quarkonia et resommation (H/F) Référence : UMR9012-HINBEN-004 Nombre de Postes : 1 Lieu de travail : ORSAY Date de publication : mardi 29 octobre 2024 Type de contrat : CDD Scientifique Durée du contrat : 5 mois Date d'embauche prévue : 1...

  • Post doctorant

    il y a 3 semaines


    Orsay, France CNRS Temps plein

    Informations générales Intitulé de l'offre : Post doctorant (H/F) en spectroscopie de dichroïsme circulaire vibrationnel et modélisation Référence : UMR8214-ANNZEH-005 Nombre de Postes : 1 Lieu de travail : ORSAY Date de publication : vendredi 8 novembre 2024 Type de contrat : CDD Scientifique Durée du contrat : 24 mois Date d'embauche...

  • Post doctorant

    il y a 1 semaine


    Orsay, France CNRS Temps plein

    Informations générales Intitulé de l'offre : Post doctorant (H/F) en spectroscopie de dichroïsme circulaire vibrationnel et modélisation Référence : UMR8214-ANNZEH-005 Nombre de Postes : 1 Lieu de travail : ORSAY Date de publication : vendredi 8 novembre 2024 Type de contrat : Chercheur en contrat CDD Durée du contrat : 24 mois Date...

  • Scientific Officer

    Il y a 3 mois


    Orsay, France IterOnco Temps plein

    IterOnco is an innovative French biotechnology start-up. Founded in July 2024 and located in the Paris-Saclay University Park, IterOnco is dedicated to advancing cancer treatment and enhancing clinical outcomes through innovation and quality services. Our internal R&D efforts are focused specifically on enhancing NK cell immunotherapy for solid cancer...


  • Orsay, France France Life Imaging Temps plein

    Type de structure : A two-year post-doctoral position is opened in the ANR funded MultiRecon project, a collaboration between the LaTIM in Brest, CREATIS lab in Lyon, BioMaps in Orsay, and the Poitiers University Hospital.The recruited person will be employed by CEA and affiliated to BioMaps (Orsay).Contexte et mission :Positron Emission Tomography (PET) is...

  • Secrétaire Pédagogique

    Il y a 5 mois


    Orsay, France Université Paris-Saclay Temps plein

    Employer - Née de la volonté conjuguée d’universités, de grandes écoles et d’organismes de recherche, l’Université Paris-Saclay compte parmi les grandes universités européennes et mondiales, couvrant les secteurs des Sciences et Ingénierie, des Sciences de la Vie et Santé, et des Sciences Humaines et Sociales. Sa politique scientifique...


  • Orsay, France Université Paris-Saclay GS Chimie Temps plein

    Réf **ABG-127015** **ADUM-59138** - Sujet de Thèse- 20/11/2024- Université Paris-Saclay GS Chimie- Lieu de travail- ORSAY Cedex - France- Intitulé du sujet- - Mots clés- photocatalyse, ferroélectrique photocatalysis, ferroelectric**Description du sujet**: Dans ce contexte, l'ingénierie de la séparation des porteurs de charge en utilisant des...

  • Sales Specialist

    Il y a 2 mois


    Orsay, France ABB Temps plein

    **Sales Specialist M/F/d**: **At ABB, we are dedicated to addressing global challenges. Our core values: care, courage, curiosity, and collaboration - combined with a focus on diversity, inclusion, and equal opportunities - are key drivers in our aim to empower everyone to create sustainable solutions. That's our story. Make it your story.**: **This position...

  • Proposal Manager

    Il y a 6 mois


    Orsay, France Westinghouse Electric Company LLC. Temps plein

    The OPS Proposal Manager is responsible for managing Proposal development for complex opportunities, generally over $5M, with particular focus on the commercial elements of the Proposal and ownership of the Pricing file. He/she will secure compliance with the Westinghouse governance process and timely organize the relevant meetings. The individual reports to...

  • Post Doctorant

    il y a 3 semaines


    Orsay, France CNRS Temps plein

    Cette offre est disponible dans les langues suivantes: - Français - Anglais Date Limite Candidature : vendredi 29 novembre 2024 23:59:00 heure de Paris **Informations générales**: **Intitulé de l'offre **:Post doctorant (H/F) en spectroscopie de dichroïsme circulaire vibrationnel et modélisation** Référence : UMR8214-ANNZEH-005 Nombre de Postes :...

  • Vendeur (H/F)

    Il y a 2 mois


    Orsay, France High Society - NL DISTRIBUTION Temps plein

    Avec plus de 150 magasins de proximité, en France et en Europe, High Society est une marque leader sur le marché du **CBD**. Notre large gamme de produits permet de répondre aux attentes d'une clientèle variée, à la recherche d'un produit de qualité lui amenant détente, apaisement et bien-être. Nous proposons des fleurs, résines et pollens ainsi...


  • Orsay, France CNRS Temps plein

    Cette offre est disponible dans les langues suivantes: - Français - Anglais Date Limite Candidature : mercredi 23 octobre 2024 23:59:00 heure de Paris **Informations générales**: **Intitulé de l'offre **:(H/F) Postdoctorat en ultrasons thérapeutiques** Référence : UMR9011-ANTNOV-001 Nombre de Postes : 1 Lieu de travail : ORSAY Date de publication :...


  • Orsay, France Institut Curie Temps plein

    L'Institut Curie est un acteur majeur de la recherche et de la lutte contre le cancer. Il est constitué d'un hôpital et d'un Centre de recherche de plus de 1000 collaborateurs avec une forte représentativité ’objectif du Centre de recherche de l’institut Curie est de développer la recherche fondamentale et d’utiliser les connaissances produites...