Postdoc Researcher in The Area of Machine Learning
vor 2 Wochen
10/02/2023
**Job Information**:
**Organisation/Company**
- Scuola Universitaria Professionale della Svizzera Italiana (SUPSI)**Research Field**
- Computer science » Programming- Mathematics » Mathematical analysis- Chemistry**Researcher Profile**
- First Stage Researcher (R1)**Country**
- Switzerland**Application Deadline**
- 02/04/2023 - 23:58 (Africa/Cairo)**Type of Contract**
- Temporary**Job Status**
- Full-time**Hours Per Week**
- 42**Offer Starting Date**
- 1/6/2023**Is the job funded through the EU Research Framework Programme?**
- Not funded by an EU programme**Is the Job related to staff position within a Research Infrastructure?**
- No**Offer Description**:
The University of Applied Sciences and Arts of Southern Switzerland (SUPSI) has opened a full-time position for a **PostDoc Researcher in the area of machine learning**,at the Department of Innovative Technologies (DTI) based at the USI-SUPSI university campus in Lugano-Viganello (East Campus), within the **Dalle Molle Institute for Artificial Intelligence (IDSIA)**. The contract will starts on June 1st, 2023 or date to be agreed upon.
You will carry out research within the EU-funded project PRAESIIDIUM, in collaboration with an outstanding team of academic, medical and industrial partners from all over Europe. We will develop a prototype tool for real-time prediction of the pre-diabetic risk based on the integration of patient-specific mathematical models and a rich dataset of real-life data. The approach will rely on novel **physics-informed machine learning (ML) **techniques in order to overcome the limits of standard “black-box” ML practice, while reducing the computational time for simulating heavy numerical models and improving their prediction performances.
**Requirements**:
**Research Field**
- Physics**Education Level**
PhD or equivalent
**Skills/Qualifications**
- Perform innovative fundamental research on physics-informed machine learning, probabilistic modelling and deep learning.
- Contribute to the acquisition of grants for both applied and basic research projects.
- Possibility to teach.
**Specific Requirements**
- Proven research experience on mathematical modelling, ordinary and partial differential equations, dynamical systems, machine learning and/or related fields.
- Ph.D. in Math, Physics, Engineering, Computer Science, or related areas (obtained or close to be obtained).
- Excellent programming skills with data science languages (R, Python) and libraries.
- Excellent mathematical skills.
- Good publication record.
**Languages**
- ENGLISH**Level**
Excellent
**Additional Information**:
**Work Location(s)**:
**Number of offers available**
- 1**Company/Institute**
Dalle Molle Institute for Artificial Intelligence (IDSIA)
**Country**
Switzerland
**State/Province**
Ticino
**City**
lugano - viganello
**Postal Code**
6962 Viganello
**Street**
Via la Santa 1
**Geofield**
**Where to apply**:
**Website**Contact**:
**City**
- Manno**Street**
- Stabile Le Gerre**Postal Code**
- 6928
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