Proposal for a Master’s internship: Optimal sensor placement for parabolic PDEs – a PINN approach

The aim of the project is to propose a measure of the degree of observability of PDEs without resorting to an explicit model reduction technique (i.e. by constructing a model leading to finite-dimensional approximations) and by restricting ourselves to linear or nonlinear parabolic PDEs. Parabolic PDEs cover a wide variety of physics problems, such as the heat equation, the advection-diffusion equation, or the Burgers equation (fluid mechanics, gas dynamics, road traffic, etc.). For this purpose, we will explore the use of PINNs (Physics-Informed Neural Networks [4]). The PINN approach is a new class of neural networks that hybridizes machine learning and physical laws. We will here focus on the advection-diffusion equation (with a source estimation problem) and the Burgers equation with kinematic viscosity (with a state estimation problem).

For further information please see that attached file.

PhD student position (geotechnical engineering) at KTH, Sweden

We are seeking a doctoral student to join the Division of Soil and Rock Mechanics and contribute to the climate adaptation of society’s infrastructure. This fully funded 4 year position is part of a novel interdisciplinary research project focused on developing sustainable solutions for climate adaptation strategies.

The project has high practical relevance and is expected to make an important impact on society’s climate transition. As a doctoral student, you will work closely with both geotechnical engineers and risk philosophers to study how deep uncertainties in climate change predictions influence the reliability of geotechnical structures.

In this role, you will:

  • Explore how uncertainties in climate related parameters affect the suitability of various climate adaptation strategies and geotechnical solutions.
  • Conduct geotechnical analyses to create cost-effective and sustainable engineering solutions, and to develop and test models for decision under deep uncertainty.
  • Work on case studies that connect the research to real-world geotechnical structures.

The employment comes with a competitive salary in line with what is offered to newly graduated engineers working in the Swedish construction industry and there is no tuition fee. The vacancy ad and further details about the project and the employment can be found here: https://www.kth.se/lediga-jobb/767425?l=en

Last day of application is 6 December.

Postdoctoral Researcher Colorado School of Mines – Ground Modeling

We are currently accepting applications for a Postdoctoral Researcher in the area of digital subsurface modeling within the Center for Underground at Colorado School of Mines. The full-time position is initially for two years with the possibility for advancement to the title of Assistant Research Professor. The position will ideally begin January 1, 2025 or soon thereafter.

The research involves: (1) digital 3D ground model development (geotechnical/geological) from sparse data using advances in data science and AI; (2) the application of uncertainty analysis with value of information and other methodologies to optimally improve ground models through site investigation; (3) the integration of surface geological data with subsurface borehole and geophysics data to develop uncertainty-quantifiable 3D ground models; (4) advancing techniques to translate digital ground models into quantifiable risk models for geotechnical construction, e.g., tunnels, dams, excavations. 

The successful candidate should have:

  • A PhD in a related field (civil-geotechnical engineering, geological engineering, geophysics, applied math or statistics, geology, etc.). 
  • Experience with site investigation data, ground model development, uncertainty analysis.
  • Basic understanding of and interest in data science and AI application.
  • The ability to work effectively as part of a multi-disciplinary team, plus the motivation and discipline to carry out self-directed research.
  • Ability and interest in mentoring research students.
  • A record of strong written and oral communication skills.

The selected researcher will work with Professors Mike Mooney in Civil-Geotechnical Engineering and Gabe Walton in Geological Engineering, and will interact with numerous students across multiple disciplines within the Center for Underground.

To be considered for this position, please send a detailed CV, a cover email detailing your research experience and how it will qualifies you for this opportunity, 1-3 recent publications and contact information for three professional references to Professors Mike Mooney (mmooney@mines.edu) and Gabe Walton (gwalton@mines.edu). The review of applications will begin December 1, 2024 and will continue until the fellowship position is filled. Please feel free to contact Mike or Gabe for more information.

Postdoctoral Researcher Colorado School of Mines- Experimental

We are currently accepting applications for a Postdoctoral Research Fellow in experimental soil behavior with application to tunnel design and construction, urban excavations, horizontal directional drilling and ground improvement. The successful candidate will work within the Center for Underground at Colorado School of Mines where we explore behavior of geomaterials (soils, soft rock, transitional materials) in complex civil underground environments, advance new testing equipment and methods, and seek to characterize the behavior of geomaterials during construction. The full-time position is initially for two years with possibility for advancement to the title of Assistant Research Professor. The position will ideally begin January 1, 2025 or shortly thereafter.

The successful candidate should have:

  • A PhD in a related field, e.g., geotechnical engineering, soil mechanics, soil physics, mechanical engineering, underground engineering, mining engineering. Note that consideration will be given to post-Masters candidates with extensive laboratory experience.
  • Experience in the conduct of detailed testing of geomaterials.
  • The ability to work effectively as part of a multi-disciplinary team, plus the motivation and discipline to carry out self-directed research.
  • Ability to mentor research students.
  • A record of strong written and oral communication skills.

The selected postdoctoral researcher will work with Professor Mike Mooney and will interact with numerous students across multiple disciplines in the Center for Underground.

To be considered for this position, please send a detailed CV, a cover email detailing your experience and how it will qualifies you for this opportunity, 1-3 recent publications and contact information for three professional references to Professor Mike Mooney (mmooney@mines.edu). The review of applications will begin December 1, 2024 and will continue until the postdoctoral position is filled. Please feel free to contact Mike for more information.

Postdoctoral Researcher in Geotechnical Engineering at SCUT (China), in Collaboration with UGA and NU (France)

We invite applications for a Postdoctoral Researcher position at the School of Marine Science and Engineering, South China University of Technology (SCUT), ranked #187 in the US News 2024 rankings. The successful candidate will contribute to an innovative research project titled: “Seismic Analysis of Offshore Wind Turbines Considering Soil-Foundation Interaction: Deterministic and Probabilistic Approaches.” This project is in collaboration with Grenoble Alpes University (UGA) and Nantes University (NU) in France. The position is full-time and offered for two years. Further details are provided in the attached file: Postdoctoral information.

The application deadline has been extended to November 27, 2024.

8th International Symposium on Pressuremeters (ISP8)

Dear Colleagues,

We are pleased to announce the 8th International Symposium on Pressuremeters (ISP8), marking the 70th anniversary of this esteemed conference series that takes place from September 2nd to 5th, 2025 at the University of Luxembourg.

The symposium will provide an excellent platform to exchange knowledge and experiences among contractors, manufacturers, geotechnical engineers from design offices, scientists, and academics. A technical exhibition will showcase the latest methods, technologies, and cutting-edge testing equipment and materials.

We also invite you to visit the ISP8 website, available in both English and French, at: https://isp8-pressio2025.com

We invite the researchers and practitioners to submit abstracts on topics relevant to the symposium’s themes. The deadline for the submission of the abstract is on 1st December 2024, and all necessary details on submission of the abstract and can be found here.

All papers accepted by the scientific committee will be published in the Symposium Proceedings, which will be made available during the event.

We look forward to receiving your valuable contributions to ISP8 and hope to welcome you all in Luxembourg.

Should you have any questions or require further information, please don’t hesitate to contact us at arash.lavasan@uni.lu.

Best regards,
(Organization committee)
Arash Lavasan
Romain Meyer
Robert Heintz
Monique Rodesh
Jean-Frank Wagner

ALERT OZ SCHOOL on Constitutive Modelling of Geomaterials Detailed Programme

Detailed programme of the ALERT OZ SCHOOL has now been released: https://soilmodels.com/alert-oz-school-2025/

DATES: February 3 to February 7, 2025
VENUE: Charles University, Prague, Czech Republic
REGISTRATION FEE: Free, but space is limited to 60 participants and, should the place be fully booked, ALERT institution PhD students will be provided access with a priority. Priority held till November 30, 2024.


LIST OF SPEAKERS:
Prof. David Mašín, Charles University, Prague, Czech Republic
Prof. Claudio Tamagnini, University of Perugia, Italy
Prof. Ivo Herle, Technical University of Dresden, Germany
Dr. Gertraud Medicus, University of Innsbruck, Austria
Dr. Alexandros Petalas, Durham University, UK
Dr. Merita Tafili, University of Bochum, Germany
Dr. Filippo Masi, University of Sydney, Australia

EMI 2025 | Geomechanics and Geophysics MS

The 2025 Engineering Mechanics Institute Conference will be hosted by the University of California, Irvine and held in Anaheim, California from May 27—30, 2025.

Ghassan Shahin (EPFL), John Rudnicki (NU), and Giuseppe Buscarnera (NU) would like to invite you to contribute to the mini-symposium ADVANCES IN GEOMECHANICS AND GEOPHYSICS FOR SUB-SURFACE TECHNOLOGY AND NATURAL HAZARD. MS code (needed for abstract submission) 1a9yv. Topics of interest include, but are not limited to:

  • multiscale and multiphysics mechanics of porous rocks
  • fault mechanics, fracture mechanics, and deformation banding
  • field and laboratory methods
  • constitutive, multiscale, and data-driven modeling approaches

Abstract submission is now open and will remain open until December 1, 2024. Information on submitting an abstract may be found here.

We hope you will submit an abstract to the conference and meet in Anaheim, California!

KRATOS WORKSHOP 6, 7, 8 November 2024, Padova, Italy

We are glad to announce that the information and detailed program of the 
VII KRATOS WORKSHOP that will be held in Padova, Italy, on November 6,7,8 2024 is now online.


Please, visit the following web for information and registration: https://kratosmultiphysics.github.io/Kratos/pages/Kratos/Workshops/2024_UNIPD/Event/index.html

The attendance is free but registration is required (deadline for registration October 29, 2024)

Important info:
KRATOS WORKSHOP November 6, 7 2024
KRATOS Course November 8 2024

VENUE:
Department of Mathematics “Tullio Levi Civita”, University of Padova, Italy via Trieste 63, 35121 Padova
Sala Gialla, Library floor -1 (entrance from stair B)