Energy, Climate & Environment
SDSC excels in pioneering environmental, sustainable, and renewable energy data science. Our distinguished team drives innovation through cutting-edge projects: climate pattern analysis, energy models, deep learning for biodiversity detection, and improved avalanche forecasting.
Projects
BioDetect
Completed
Deep Learning for Biodiversity Detection and Classification
Energy, Climate & Environment
Inter-Detect
In Progress
Quantifying Plant-Pollinator Interactions Using Computer Vision
Energy, Climate & Environment
DIMPEO
In Progress
Detecting drought impacts on forests in earth observation data
Energy, Climate & Environment
FastPlasmaSim
In Progress
Acceleration of Free-boundary Grad-Shafranov codes using advanced numerical methods
Energy, Climate & Environment
SPEED2ZERO
In Progress
Sustainable pathways towards net zero Switzerland
Energy, Climate & Environment
EAGLE
In Progress
Enhanced understanding of Alpine mass movements Gathered through machine LEarning
Energy, Climate & Environment
ADOPT
In Progress
AI for Detecting Ocean Plastic Pollution with Tracking
Energy, Climate & Environment
MLfusion
In Progress
Machine Learning for Disruption Prediction in Tokamaks
Energy, Climate & Environment
WATRES
In Progress
A Data-Driven approach to estimate WATershed RESponses
Energy, Climate & Environment
DAAAD_Bridges
Completed
Domain-aware-AI Augmented Design of Bridge Structures
Energy, Climate & Environment
DeepDown
In Progress
Multivariate climate downscaling using deep learning models
Energy, Climate & Environment
EXPECTmine
In Progress
Mining Toxicity and High Resolution Mass Spectrometry Data for Linking Exposures to Effects
Energy, Climate & Environment
CLIMIS4AVAL
In Progress
Real-time cleansing of snow and weather data for operational avalanche forecasting
Energy, Climate & Environment
SEMIRAMIS
Completed
AI-augmented Architectural Design
Energy, Climate & Environment
deepLNAfrica
In Progress
Mapping changes in urban informal settlements in sub-Saharan Africa using deep learning and open-access satellite imagery
Energy, Climate & Environment
AURORA
In Progress
From air pollution sources to mortality
Biomedical Data Science
Energy, Climate & Environment
DeepCloud
In Progress
A data-driven sub-grid parametrization for complex terrain
Energy, Climate & Environment
MLTox
In Progress
Enhancing toxicological testing through machine learning
Energy, Climate & Environment
SMARTAIR
Completed
Self-guided Machine Learning Algorithms for Real-Time Assimilation, Interpolation and Rendering of Flow Data
Energy, Climate & Environment
ArcticNAP
Completed
Arctic climate change: Exploring the Natural Aerosol baseline for improved model Predictions
Energy, Climate & Environment
N2O-SSA
In Progress
Combining measurements, modeling and machine learning to improve N2O accounting for sustainable agricultural development in sub-Saharan Africa
Energy, Climate & Environment
MACH-Flow
Completed
Machine learning for Swiss river flow estimation
Energy, Climate & Environment
4Real
Real-time urban pluvial flood forecasting
Energy, Climate & Environment
EXPECT
EXtending the PrEdiCTability of the Atmosphere over Europe
Energy, Climate & Environment
TAPEDA
Completed
Towards Automated Post-Earthquake Damage Assessment
Energy, Climate & Environment
DEAPSnow
Completed
Improving snow avalanche forecasting by data-driven automated predictions
Energy, Climate & Environment
MSEI
Completed
Molecular structure elucidation by integrating different data mining strategies
Energy, Climate & Environment
DATALAKES
Completed
Heterogeneous data platform for operational modelling and forecasting of Swiss lakes
Energy, Climate & Environment
CarboSense4D
Completed
Four-dimensional mapping of carbon dioxide using low-cost sensors, atmospheric transport simulations and machine learning
Energy, Climate & Environment
COMMIT
Completed
Context-Aware Mobility Mining Tools
Big Science Data
Digital Administration
Energy, Climate & Environment
AADS
Completed
Data Science Enabled Acoustic Design
Energy, Climate & Environment
DASH
Completed
DAta Science-informed attribution of changes in the Hydrological cycle
Energy, Climate & Environment
ACE-DATA
Completed
Delivering Added-value To Antarctica
Energy, Climate & Environment
SPEEDMIND
Completed
Improving species biodiversity analyses and citizen science feedback through machine learning
Energy, Climate & Environment
Other domains
Data Science per domain
Our scientists’ expertise is applied daily to a wide variety of domains and applications.
Meet our speakers and experts and gain knowledge with industry professionals.
Contact us
Let’s talk Data Science
Do you need our services or expertise?
Contact us for your next Data Science project!