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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
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In this project, I developed machine learning models to predict air quality on a city-block basis in Oakland and San Leandro, CA, without having to rely on complex physical modeling. I used a wide variety of publicly available datasets such as previously measured pollutant concentrations, local meteorological data, emissions from local industrial sources, and traffic information.
Check out my github repo and my blog post on this work!
In this project, I used the DeepSat-6 satellite image dataset to build a multi-class classification algorithm using convolution neural networks to classify images based on the land use type.
Check out my github repo for more details!
I developed a county-level spatial inventory of air pollutant sequestration by grassland and shrubland vegetation in the US. The dataset was developing using the daily leaf area index of vegetation classes, the National Land Cover dataset and the i-Tree Eco model. The dataset developed in this work is currently used by
Published in AIChE Journal, 2016
Varsha Gopalakrishnan, Bhavik R. Bakshi, and Guy Ziv
Published in Applied Energy, 2017
Authors: Rebecca J.Hanes, Varsha Gopalakrishnan, and Bhavik R. Bakshi.
Download here.
Published in Clean Technologies and Environmental Policy, 2017
Authors: Varsha Gopalakrishnan, Geoffrey F. Grubb, and Bhavik R. Bakshi
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Published in Encyclopedia of Sustainable Technologies, 2017
Authors: Varsha Gopalakrishnan and Bhavik R. Bakshi
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Published in AIChE Journal, 2018
Authors: Varsha Gopalakrishnan and Bhavik R. Bakshi
Download here.
Published in Ecosystems Services, 2018
Authors: Fabrizio Saladini, Varsha Gopalakrishnan, Simone Bastianoni, and Bhavik R. Bakshi
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Published in Atmospheric Environment, 2018
Authors: Varsha Gopalakrishnan, Satoshi Hirabayashi, Guy Ziv, and Bhavik R. Bakshi.
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Published in Resources, Conservation & Recycling, 2018
Authors: Rebecca J.Hanes, Varsha Gopalakrishnan, Bhavik R.Bakshi
Download here.
Published in ACS Sustainable Chemistry And Engineering, 2019
Authors: Varsha Gopalakrishnan, Bhavik R. Bakshi, and Guy Ziv
Download here.
Published in Environmental Science & Technology, 2019
Authors: Varsha Gopalakrishnan, Guy Ziv, Satoshi Hirabayashi, and Bhavik R. Bakshi
Download here.
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Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.