Ecology and environment

Publication

Beluga Whale Acoustic Signal Classification Using Deep Learning Neural Network Models

Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer

The Journal of the Acoustical Society of America | March 2020, Vol 147(3)

Project Project Project

Publication

Peer-to-peer energy markets: Understanding the values of collective and community trading

Denise J Wilkins, Ruzanna Chitchyan, Mark Levine

CHI 2020 | March 2020

Honorable Mention Paper

Publication

Synthetic Examples Improve Generalization for Rare Classes

Sara Beery, Yang Liu, Dan Morris, Jim Piavis, Ashish Kapoor, Markus Meister, Neel Joshi, Pietro Perona

2020 Workshop on Applications of Computer Vision | February 2020

Project

Project Eclipse

With Project Eclipse, the Urban Innovation Initiative presents a full stack -from sensors to analytics- air quality sensing platform for cities. The goal is a radical increase (10x – 100x) in the geographic granularity of…

Project

Accelerating Biodiversity Surveys with AI

Biodiversity is declining across the globe at a catastrophic rate, as threats from human settlement expansion, illegal wildlife killing, and climate change place enormous pressure on wildlife populations. Conservation biologists are faced with the daunting…

Project

Land Cover Mapping

Our land cover mapping work uses computer vision to accelerate the process of turning remote sensing data into land use and land cover information, so that environmental scientists and geospatial analysts can spend less time…

Publication

Embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaics

Zekun Ren, Zekun Ren, Felipe Oviedo, Maung Thway, Siyu I. P. Tian, Siyu I. P. Tian, Yue Wang, Hansong Xue, Jose Dario Perea, Jose Dario Perea, Mariya Layurova, Thomas Heumueller, Thomas Heumueller, Erik Birgersson, Armin G. Aberle, Christoph J. Brabec, Christoph J. Brabec, Rolf Stangl, Qianxiao Li, Shijing Sun, Fen Lin, Ian Marius Peters, Tonio Buonassisi, Tonio Buonassisi

January 2020

Event

Swiss Joint Research Center Workshop 2020

January 29, 2020 – January 30, 2020 | Lausanne, Switzerland

The 7th annual workshop of the Swiss Joint Research Center, a collaborative engagement between Microsoft Research and ETH Zurich and EPFL, took place January 29-30, 2020 at EPFL in Lausanne. Each of the twelve project teams…

Publication

Distributed Inference and API Hosting for an Image Analysis Service: A Case Study on Land Cover Mapping

Dan Morris, Patrick Flickinger, Caleb Robinson, Jennifer Marsman, Nebojsa Jojic, Lucas Joppa

AGU Fall Meeting 2019 | December 2019

Project

Publication

Rheology of a nematic active suspension undergoing oscillatory shear and step strain flows

Sara Malvar, Bruno Souza Carmo, F. R. Cunha

Rheologica Acta | November 2019, Vol 58(11): pp. 771-779

Project FarmVibes | Research for Industry

Bioacoustics: Leveraging AI to process audio recordings of diverse species

Geospatial Machine Learning

Advance sustainability initiative | AI For Good Lab

Beluga Whale Acoustic Signal Classification Using Deep Learning Neural Network Models

Peer-to-peer energy markets: Understanding the values of collective and community trading

Synthetic Examples Improve Generalization for Rare Classes

Project Eclipse

Accelerating Biodiversity Surveys with AI

Land Cover Mapping

Embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaics

Swiss Joint Research Center Workshop 2020

Distributed Inference and API Hosting for an Image Analysis Service: A Case Study on Land Cover Mapping

Rheology of a nematic active suspension undergoing oscillatory shear and step strain flows

Ecology and environment

Highlights