Thesis Project: Machine Learning-Based Inverse Design Of Synthesis Protocols M/F

2 semanas atrás

Porto, Portugal Cnrs Tempo inteiro

Organisation/Company: CNRS
Department: Laboratoire de réactivité et chimie des solides
Research Field: Chemistry » Physical chemistry, Chemistry » Computational chemistry
Researcher Profile: First Stage Researcher (R1)
Country: France
Application Deadline: 27 Nov 2024 - 23:59 (UTC)
Type of Contract: Temporary
Job Status: Full-time
Hours Per Week: 35
Offer Starting Date: 1 Feb 2025
Is the job funded through the EU Research Framework Programme? Not funded by a EU programme
Is the Job related to staff position within a Research Infrastructure? No
Offer Description The recruited researcher will have the opportunity to work as part of an international, interdisciplinary team of 17 doctoral candidates, based at universities and industrial firms throughout Europe. She/he will be supported by two mentors within the PREDICTOR project and will have multiple opportunities to participate in professional and personal development training. Through her/his work, she/he will gain a unique skill-set at the interface between modelling and simulation, high-throughput experimentation/characterization, and self-optimization and data management over different length scales from nano to the macroscopic level.
She/he is expected to finish the project with a PhD thesis and to disseminate the results through patents (if applicable), publications in peer-reviewed journals, and presentations at international conferences.
At LRCS and in Prof. Dr. Franco's team, the PhD candidate will find a scientific environment of excellence, with state-of-the-art equipment and computational facilities, within a highly international and friendly atmosphere. Twice a year, the laboratory organizes the Scientific Days, an event where all the students and personnel of the lab present their research activities, followed by barbecues and get-togethers.
Requirements Qualifications/experience:
• In accordance with the European Union's funding rules for doctoral networks, applicants must NOT yet have a PhD.
• The PhD candidate should have a strong background in Artificial Intelligence (AI) methods, including machine learning, and data science methods as a whole. Experience with Python programming language and classical AI libraries is necessary. The candidate should also have a background in computational modeling (e.g., elementary kinetic modeling, kinetic Monte Carlo) and knowledge of materials science and/or physical chemistry of materials. Knowledge and/or experience in the field of batteries or redox flow batteries, as well as in the synthesis of materials for these technologies, will also be appreciated. The PhD candidate should be open-minded, highly motivated, dynamic, and possess an excellent level of English, both spoken and written.
Mobility:
The applicant must not have resided or carried out her/his main activity (work, studies, etc.) in France for more than 12 months in the past 3 years. The PhD candidate will visit the lab of Prof. Dr. Alexei Lapkin at the University of Cambridge (UK) for collecting data from the materials synthesis.
The PhD candidate will be in charge of i) the development of cutting-edge machine learning models correlating materials synthesis protocols with materials properties, and ii) using such models in an innovative multi-objective Bayesian optimiser able to predict which synthesis protocols to adopt to reach the material property target. The used data will be both synthetic (generated by physical models developed by the candidate) and experimental (generated by the partners).
The PhD candidate will work with advanced Artificial Intelligence (AI)/Machine Learning methodologies, using Python programming language and classical related AI libraries. The candidate will also perform computer (numerical) simulations solving numerical models describing the synthesis procedures. Such models can be based, for example, on elementary kinetic models and reaction networks.
The Doctoral Network "PREDICTOR" is financed by the European Union under the framework of the program HORIZON Europe, Marie Sklodowska-Curie Actions. The doctoral candidate will be hired for 36 months under contract by the Centre National de la Recherche Scientifique (CNRS), with a monthly gross salary of approx. 3,048€ (including mobility allowance, but excluding other allowances that depend on eligibility, e.g., family allowance, special needs allowance).

#J-18808-Ljbffr

  • Machine Learning Researcher for Energy Storage Solutions

    Há 5 dias

    Porto, Porto, Portugal Centre National De La Recherche Scientifique Tempo inteiro

    **About the Project**: The Centre National de la Recherche Scientifique (CNRS) is seeking a highly motivated PhD candidate to work on a cutting-edge project focused on developing machine learning-based inverse design of synthesis protocols for energy storage systems. This project is part of the Marie Skłodowska-Curie European Training Network

  • Machine Learning Researcher

    2 semanas atrás

    Porto, Porto, Portugal Centre National De La Recherche Scientifique Tempo inteiro

    Company OverviewThe Centre National de la Recherche Scientifique (CNRS) is a leading research institution in France, dedicated to advancing knowledge and innovation in various fields. As part of its commitment to excellence, CNRS invites applications for a PhD position in Machine Learning-Based Inverse Design Of Synthesis Protocols.SalaryThe successful...

  • Thesis Project: Machine Learning Multi-Objective Optimisation Of Electrolytes M/F

    2 semanas atrás

    Porto, Portugal Cnrs Tempo inteiro

    Organisation/Company: CNRSDepartment: Laboratoire de réactivité et chimie des solidesResearch Field: Chemistry » Physical chemistry, Chemistry » Computational chemistryResearcher Profile: First Stage Researcher (R1)Country: FranceApplication Deadline: 27 Nov 2024 - 23:59 (UTC)Type of Contract: TemporaryJob Status: Full-timeHours Per Week: 35Offer...

  • Post-Doctoral Research Associate

    2 semanas atrás

    Porto, Portugal Cnrs Tempo inteiro

    Organisation/Company: CNRSDepartment: Unité de Catalyse et de Chimie du SolideResearch Field: ChemistryPhysics Researcher Profile: Recognised Researcher (R2)Country: FranceApplication Deadline: 27 Nov 2024 - 23:59 (UTC)Type of Contract: TemporaryJob Status: Full-timeHours Per Week: 35Offer Starting Date: 3 Feb 2025Is the job funded through the EU Research...

  • Machine Learning Engineer

    2 meses atrás

    Porto, Portugal Wolters Kluwer Tempo inteiro

    We are looking for a passionate Machine Learning Engineer to join our team. The ideal candidate is an experienced professional who plans, design, develop and maintain high-performing data pipelines, machine learning services, and cloud infrastructure. You will work close with Data Engineers and Data Scientists to promote the best experience for data...

  • Machine Learning Specialist

    2 semanas atrás

    Porto Salvo, Portugal GuestWorld Tempo inteiro

    Procuramos um Machine Learning Specialist (M/F) para integrar a nossa equipa, contribuindo de forma significativa para o desenvolvimento e implementação de modelos e impulsionando os nossos esforços para integrar soluções inteligentes. **Responsabilidades**: - Desenvolvimento e implementação de modelos de Machine Learning para satisfazer as...

  • Digital Design Engineer for High-Speed Protocols

    3 semanas atrás

    Porto, Porto, Portugal Synopsys Tempo inteiro

    About SynopsysSynopsys is at the forefront of innovation, powering technologies that transform the way we live and work. Our Silicon IP business focuses on integrating advanced capabilities into SoCs to meet unique performance, power, and size requirements. We offer a broad portfolio of silicon IP, including memory, interfaces, analog, security, and embedded...

  • Machine Learning Officer

    6 meses atrás

    Porto, Portugal askblue Tempo inteiro

    **Do you know AskBlue?** We were born in 2013, and we provide information technology consulting services. We are looking for a **Machine Learning Officer** to join a project in a client based in Lisbon or Porto area (banking area). **Main Responsibilities**: Develop End to End Product Lifecycle: - Develop Machine Learning (ML) and Artificial Intelligence...

  • Machine Learning Engineer

    3 semanas atrás

    Porto, Portugal Buscojobs Portugal Tempo inteiro

    .At Hostelworld (Permanent), in Porto, Portugal Expires at : 2026-07-20 Remote policy: Full remote Hostelworld Group PLC is a ground-breaking social network powered OTA focused on the hostel market, with a clear mission to help travellers find people to hang out with. Founded in 1999, we're a well-known trusted brand with 240 teammates across 11 countries;...

  • Machine Learning Engineer

    3 meses atrás

    Porto, Portugal Hostelworld Group Tempo inteiro

    ABOUT US Hostelworld Group PLC is a ground-breaking social network powered OTA focused on the hostel market, with a clear mission to help travellers find people to hang out with.Founded in 1999, we're a well-known trusted brand with 240 teammates across 11 countries; hostel partners in 180 countries; and a strong commitment to building a better world in all...

  • Machine Learning Engineer

    3 meses atrás

    Porto, Portugal Hostelworld Group Tempo inteiro

    .ABOUT US Hostelworld Group PLC is a ground-breaking social network powered OTA focused on the hostel market, with a clear mission to help travellers find people to hang out with. Founded in 1999, we're a well-known trusted brand with 240 teammates across 11 countries; hostel partners in 180 countries; and a strong commitmentto building a better world in all...

  • Machine Learning Engineer

    3 meses atrás

    Porto, Portugal Hostelworld Group Tempo inteiro

    .ABOUT US Hostelworld Group PLC is a ground-breaking social network powered OTA focused on the hostel market, with a clear mission to help travellers find people to hang out with.Founded in 1999, we're a well-known trusted brand with 240 teammates across 11 countries; hostel partners in 180 countries; and a strong commitmentto building a better world in all...

  • Machine Learning Engineer

    Há 7 dias

    Porto, Portugal Hostelworld Group Tempo inteiro

    .ABOUT US Hostelworld Group PLC is a ground-breaking social network powered OTA focused on the hostel market, with a clear mission to help travellers find people to hang out with. Founded in 1999, we're a well-known trusted brand with 240 teammates across 11 countries; hostel partners in 180 countries; and a strong commitmentto building a better world in all...

  • Machine Learning Engineer

    Há 1 mês

    Porto, Portugal Landing.jobs Tempo inteiro

    At Hostelworld (Permanent), in Porto, Portugal Expires at: 2026-07-20 Remote policy: Full remoteHostelworld Group PLC is a ground-breaking social network powered OTA focused on the hostel market, with a clear mission to help travellers find people to hang out with. Founded in 1999, we’re a well-known trusted brand with 240 teammates across 11 countries;...

  • Machine Learning Engineer

    2 meses atrás

    Porto, Portugal Hostelworld Tempo inteiro

    At Hostelworld (Permanent), in Porto, Portugal Expires at: 2026-07-20 Remote policy: Full remote Hostelworld Group PLC is a ground-breaking social network powered OTA focused on the hostel market, with a clear mission to help travellers find people to hang out with.Founded in 1999, we're a well-known trusted brand with 240 teammates across 11 countries;...

  • Distributed Systems Developer

    2 semanas atrás

    Porto, Porto, Portugal Aitopics Tempo inteiro

    We are Aitopics, a leading company in the field of data integration and automation. We believe in fostering a flexible, trust-oriented culture that empowers everyone to take full ownership of their roles.About the RoleAs a Distributed Systems Developer - Machine Learning Expert at Aitopics, you will be responsible for designing and developing distributed...

  • Machine Learning Engineering Manager

    6 meses atrás

    Porto, Portugal FARFETCH Tempo inteiro

    FARFETCH exists for the love of fashion. Our mission is to be the global platform for luxury fashion, connecting creators, curators and consumers. We're a positive platform for good, bringing together an incredible creative community made up by our people, our partners and our customers. This community is at the heart of our business success. We welcome...

  • Machine Learning Engineer

    3 semanas atrás

    Porto, Portugal Landing.Jobs Tempo inteiro

    At Hostelworld (Permanent), in Porto, PortugalExpires at: 2025-05-19Remote policy: Full remoteHostelworld Group PLC is a ground-breaking social network powered OTA focused on the hostel market, with a clear mission to help travellers find people to hang out with.Founded in 1999, we're a well-known trusted brand with 240 teammates across 11 countries; hostel...

  • Machine Learning Engineer

    3 semanas atrás

    Porto, Portugal Buscojobs Portugal Tempo inteiro

    At Hostelworld (Permanent), in Porto, PortugalExpires at : 2026-07-20Remote policy: Full remoteHostelworld Group PLC is a ground-breaking social network powered OTA focused on the hostel market, with a clear mission to help travellers find people to hang out with.Founded in 1999, we're a well-known trusted brand with 240 teammates across 11 countries; hostel...

  • Machine Learning Engineer

    Há 1 mês

    Porto, Portugal Landing.jobs Tempo inteiro

    At Hostelworld (Permanent), in Porto, PortugalExpires at: 2026-07-20Remote policy: Full remoteHostelworld Group PLC is a ground-breaking social network powered OTA focused on the hostel market, with a clear mission to help travellers find people to hang out with.Founded in 1999, we’re a well-known trusted brand with 240 teammates across 11 countries;...