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Carla Gomes

Carla P. Gomes

gomes at cs.cornell.edu
Professor and Director
Institute for Computational Sustainability
CompSustNet

Publications

Selected Journal Publications

Computational Sustainability

Materials Discovery

Shufeng Kong, Dan Guevarra, Carla P. Gomes, John M. Gregoire. Materials representation and transfer learning for multi-property prediction. Applied Physics Reviews (2021). [pdf]


Carla P. Gomes, Bart Selman, John M. Gregoire. Artificial intelligence for materials discovery. MRS Bulletin (2019). [pdf]

Invited paper


Sebastian E. Ament, Helge S. Stein, Dan Guevarra, Lan Zhou, Joel A. Haber, David A. Boyd, Mitsutaro Umehara, John M. Gregoire, Carla P. Gomes. Multi-component background learning automates signal detection for spectroscopic data. npj Computational Materials (2019). [pdf]


Carla P. Gomes, Junwen Bai, Yexiang Xue, Johan Björck, Brendan Rappazzo, Sebastian Ament, Richard Bernstein, Shufeng Kong, Santosh K. Suram, R. Bruce van Dover, John M. Gregoire. CRYSTAL: a multi-agent AI system for automated mapping of materials' crystal structures. MRS Communications (2019). [pdf]

CRYSTAL selected as No. 4 on Top Ten "Coolest Science, Technology Advances" in 2019



Santosh K. Suram, Yexiang Xue, Junwen Bai, Ronan Le Bras, Brendan Rappazzo, Richard Bernstein, Johan Bjorck, Lan Zhou, R. Bruce van Dover, Carla P. Gomes, John M. Gregoire. Automated Phase Mapping with AgileFD and its Application to Light Absorber Discovery in the V-Mn-Nb Oxide System. ACS Combinatorial Science (2017). [pdf]

ACS Editors' Choice and cover article


Biodiversity and Conservation

Amrita Gupta, Bistra Dilkina, Dana J. Morin, Angela K. Fuller, J. Andrew Royle, Christopher Sutherland, Carla P. Gomes. Reserve design to optimize functional connectivity and animal density. Conservation Biology (2019). [pdf]


Bistra Dilkina, Rachel Houtman, Carla P. Gomes, Claire A. Montgomery, Kevin S. McKelvey, Katherine Kendall, Tabitha A. Graves, Richard Bernstein, Michael K. Schwartz. Trade-offs and efficiencies in optimal budget-constrained multispecies corridor networks. Conservation Biology (2016). [pdf]



Brian L. Sullivan, Jocelyn L. Aycrigg, Jessie H. Barry, Rick E. Bonney, Nicholas Bruns, Caren B. Cooper, Theo Damoulas, André A. Dhondt, Tom Dietterich, Andrew Farnsworth, Daniel Fink, John W. Fitzpatrick, Thomas Fredericks, Jeff Gerbracht, Carla Gomes, Wesley M. Hochachka, Marshall J. Iliff, Carl Lagoze, Frank A. La Sorte, Matthew Merrifield, Will Morris, Tina B. Phillips, Mark Reynolds, Amanda D. Rodewald, Kenneth V. Rosenberg, Nancy M. Trautmann, Andrea Wiggins, David W. Winkler, Weng-Keen Wong, Christopher L. Wood, Jun Yu, Steve Kelling. The eBird enterprise: An integrated approach to development and application of citizen science. Biological Conservation (2014). [pdf]

Editors' Choice



Impacts of Dams (Multicriteria Optimization)

Rafael M. Almeida, Qinru Shi, Jonathan M. Gomes-Selman, Xiaojian Wu, Yexiang Xue, Hector Angarita, Nathan Barros, Bruce R. Forsberg, Roosevelt García-Villacorta, Stephen K. Hamilton, John M. Melack, Mariana Montoya, Guillaume Perez, Suresh A. Sethi, Carla P. Gomes, Alexander S. Flecker. Reducing greenhouse gas emissions of Amazon hydropower with strategic dam planning. Nature Communications (2019). [pdf]


Neuro and Symbolic Reasoning and Learning


Shufeng Kong, Dan Guevarra, Carla P. Gomes, John M. Gregoire. Materials representation and transfer learning for multi-property prediction. Applied Physics Reviews (2021). [pdf]





Science of Computational Phenomena: Heavy-Tails, Algorithm Portfolios, Restarts, Streamlining, Sampling, Backdoors, and Pareto Frontier

Publications By Year

This publication list is mostly from my DBLP profile. Email me if you'd like a copy of one of my publications not included here.

2021

2020

2019

2018

2017

2016

2015

2014

2013

2012

2011

2010

2009

2008

2007

2006

2005

2004

2003

2002

2001

2000

1999

1998

1997

1996

1994

Contact Information

Dept. Computer Science
353 Gates Hall
Cornell University
Ithaca, NY 14853 USA

Faculty of Computing and Information Science
Dept. Information Science
Dyson School of Applied Economics and Management

607-255-9189 (voice); 607-255-4428 (fax)
gomes at cs.cornell.edu
http://www.cs.cornell.edu/gomes