Collaborative Project Information Day 2021
Introduction
General presentation & new office at PSI
Presented by:
Dr. Olivier Verscheure (SDSC Director)
Prof. Andreas Krause (SDSC Academic co-Director)
Prof. Christian Rüegg (Director of PSI)
Presentation of the 5th Call
Presented by:
Dr. Guillaume Obozinski
Prof. Fernando Perez-Cruz
(Deputy Chief & Chief Data Scientists at SDSC)
Agenda
Tracking Data Science Provenance & Workflows with Renku
Presented by:
Ralf Grubenmann
Dr. Viktor Gal
Dr. Oksana Riba Gronuz
Selected Ongoing Project
Deep-Ephys
Using machine Learning for biomarker discovery in human iPSC neuronal networks
Presented by: Dr. Manuel Schröter
Starting Projects (4th call)
ArcticNAP
Exploring the Moving Arctic Aerosol baseline for improved model predictions
Presented by:
Prof. Julia Schmale
SmartAIR
Self-guided Machine Learning Algorithms for Real-Time Assimilation, Interpolation and Rendering of Flow Data
Presented by:
Prof. Thomas Roesgen
MLtox
Upgrading Toxicological Testing through Machine Learning
Presented by:
Dr. Marco Baity-Jesi
Dr. Kristin Schirmer
DeepLNAfrica
Deep statistical learning-based image analysis for measurement of socioeconomic development in Sub-Saharan Africa
Presented by:
Dr. Kenneth Harttgen
Prof. Isabel Günther
DDforms
Data driven fast optimization of resonant metamaterial structures
Presented by:
Dr. Bart Van Damme
GDL – Protein
Development of geometric deep learning approaches for protein prediction and design
Presented by:
Dr. Andreas Loukas
Prof. Bruno Correia
Prof. Pierre Vandergheynst
Aurora
from Air pollUtion souRces tO moRtAlity
Presented by:
Dr. Imad El Haddad
AAAD
AI-augmented architectural design
Presented by:
Dr. Romana Rust
Prof. Matthias Kohler
Prof. Fabio M. Gramazio
ML4FCC
Machine Learning for the Future Circular Collider design
Presented by:
Prof. Mike Seidel
Dr. Tatiana Pieloni
DeepCloud
A data-driven cloud parameterization for next generation high-resolution weather and climate models
Presented by:
Prof. Sebastian Schemm
4D-Brains
Extracting activity from large 4D whole-brain image data sets
Presented by:
Prof. Sahand Rahi
MACH
Machine learning for Swiss (CH) river flow estimation
Presented by:
Dr. Lukas Gudmundsson
Prof. Sonia I. Seneviratne
Dr. Massimiliano Zappa