Energy, Climate & Environment

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

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