Projects

ASPIRE

Status: Plan

Analog Solvers for Physics-based Inverse Real-time Estimation. ASPIRE builds Analog PDE Processing Units (APPUs) to solve complex field equations with 100x the energy efficiency and significant speedup over modern GPUs.

Analog Computing Inverse Problems PDE Solvers Energy-Efficient HPC CMOS VLSI Scientific Hardware Real-time Inversion Edge Computing

BRIDGE

Status: Running

AI-powered research data platform integrating heterogeneous datasets across disciplines through graph databases, semantic technologies, and large language models.

research data platform AI graph databases semantic technologies large language models metadata interdisciplinary research

CryoSCOPE

Status: Running

A multi-national project to understand the Cryosphere–Atmosphere–Hydrosphere system through data management and stakeholder-driven modeling.

cryosphere snow and ice cold regions

ELEV8

Status: Submitted

Rapid Digital Elevation Mapping with Event Cameras to reconstruct dynamic mountain environments in near-real-time.

event-based vision DEM UAV mountain hazards real-time mapping

GLORIAGLO

Status: Running

Climate change impacts on global alpine plant diversity using the GLORIA global monitoring network.

alpine biodiversity plant ecology climate change GLORIA NDVI vegetation change

GeoPressure

Status: Running

A collaboration with Raphael Nussbaumer to integrate Earth Engine capabilities for atmospheric pressure-based bird tracking.

bird tracking atmospheric pressure Earth Engine spatial ecology API integration

GeoTransformer

Status: Running

A research project to revolutionize geostatistical simulation with transformer architectures.

geostatistics machine learning transformers stochastic simulation spatial modeling AI

SILENSE

Status: Plan

Soundscapes In Lakes and ENvironmental SEnsing. This project uses underwater sound as a non-invasive tool to monitor freshwater ecosystems.

hydrophones lake monitoring passive acoustics machine learning anthropogenic noise