Computational Sustainability — Publications
Selected Journal Publications
Carla P. Gomes, Daniel Fink, R. Bruce van Dover, John M. Gregoire. Computational sustainability meets materials science. Nature Reviews Materials (2021). [pdf]
Carla P. Gomes, Thomas G. Dietterich, Christopher Barrett, Jon Conrad, Bistra Dilkina, Stefano Ermon, Fei Fang, Andrew Farnsworth, Alan Fern, Xiaoli Z. Fern, Daniel Fink, Douglas H. Fisher, Alexander Flecker, Daniel Freund, Angela Fuller, John M. Gregoire, John E. Hopcroft, Steve Kelling, J. Zico Kolter, Warren B. Powell, Nicole D. Sintov, John S. Selker, Bart Selman, Daniel Sheldon, David B. Shmoys, Milind Tambe, Weng-Keen Wong, Christopher Wood, Xiaojian Wu, Yexiang Xue, Amulya Yadav, Abdul-Aziz Yakubu, Mary Lou Zeeman. Computational sustainability: computing for a better world and a sustainable future. Commun. ACM 62(9): 56-65 (2019) [pdf]
Cover article
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.
2023
- David Rolnick, Priya L. Donti, Lynn H. Kaack, Kelly Kochanski, Alexandre Lacoste, Kris Sankaran, Andrew Slavin Ross, Nikola Milojevic-Dupont, Natasha Jaques, Anna Waldman-Brown, Alexandra Sasha Luccioni, Tegan Maharaj, Evan D. Sherwin, S. Karthik Mukkavilli, Konrad P. Kording, Carla P. Gomes, Andrew Y. Ng, Demis Hassabis, John C. Platt, Felix Creutzig, Jennifer T. Chayes, Yoshua Bengio. Tackling Climate Change with Machine Learning. ACM Comput. Surv. 55(2): 42:1-42:96 (2023) [pdf]
- Hanchen Wang, Tianfan Fu, Yuanqi Du, Wenhao Gao, Kexin Huang, Ziming Liu, Payal Chandak, Shengchao Liu, Peter Van Katwyk, Andreea Deac, Anima Anandkumar, Karianne Bergen, Carla P. Gomes, Shirley Ho, Pushmeet Kohli, Joan Lasenby, Jure Leskovec, Tie-Yan Liu, Arjun Manrai, Debora S. Marks, Bharath Ramsundar, Le Song, Jimeng Sun, Jian Tang, Petar Velickovic, Max Welling, Linfeng Zhang, Connor W. Coley, Yoshua Bengio, Marinka Zitnik. Scientific discovery in the age of artificial intelligence. Nat. 620(7972): 47-60 (2023) [pdf]
- Carla Pedro Gomes. AI for Scientific Discovery and a Sustainable Future. GECCO 2023: 2 [pdf]
- Carla P. Gomes. Keynote: AI for Scientific Discovery and a Sustainable Future. PERCOM 2023: 1 [pdf]
- Laura Greenstreet, Joshua Fan, Felipe Siqueira Pacheco, Yiwei Bai, Marta Eichemberger Ummus, Carolina Doria, Nathan Oliveira Barros, Bruce R Forsberg, Xiangtao Xu, Alexander Flecker, Carla P Gomes. Detecting Aquaculture with Deep Learning in a Low-Data Setting. KDD 2023 Fragile Earth Workshop (2023). [pdf]
2022
- Rafael M. Almeida, Rafael Schmitt, Steven M. Grodsky, Alexander S. Flecker, Carla P. Gomes, Lu Zhao, Haohui Liu, Nathan Barros, Rafael Kelman, Peter B. McIntyre. Floating solar power could help fight climate change — let's get it right. Nature (2022). [pdf]
2021
- Carla P. Gomes. Keynote 2 - Computational Sustainability: Computing for a Better World and a Sustainable Future. SMARTCOMP 2021: 25-26 [pdf]
- Carla P. Gomes, Daniel Fink, R. Bruce van Dover, John M. Gregoire. Computational sustainability meets materials science. Nature Reviews Materials (2021). [pdf]
2020
- Carla P. Gomes. AI for Advancing Scientific Discovery for a Sustainable Future. AAMAS 2020: 1 [pdf]
2019
- Yolanda Gil, Suzanne A. Pierce, Hassan A. Babaie, Arindam Banerjee, Kirk D. Borne, Gary S. Bust, Michelle Cheatham, Imme Ebert-Uphoff, Carla P. Gomes, Mary C. Hill, John D. Horel, Leslie Hsu, Jim Kinter, Craig A. Knoblock, David M. Krum, Vipin Kumar, Pierre F. J. Lermusiaux, Yan Liu, Chris North, Victor Pankratius, Shanan Peters, Beth Plale, Allen Pope, Sai Ravela, Juan Restrepo, Aaron J. Ridley, Hanan Samet, Shashi Shekhar. Intelligent systems for geosciences: an essential research agenda. Commun. ACM 62(1): 76-84 (2019) [pdf]
- Carla P. Gomes, Thomas G. Dietterich, Christopher Barrett, Jon Conrad, Bistra Dilkina, Stefano Ermon, Fei Fang, Andrew Farnsworth, Alan Fern, Xiaoli Z. Fern, Daniel Fink, Douglas H. Fisher, Alexander Flecker, Daniel Freund, Angela Fuller, John M. Gregoire, John E. Hopcroft, Steve Kelling, J. Zico Kolter, Warren B. Powell, Nicole D. Sintov, John S. Selker, Bart Selman, Daniel Sheldon, David B. Shmoys, Milind Tambe, Weng-Keen Wong, Christopher Wood, Xiaojian Wu, Yexiang Xue, Amulya Yadav, Abdul-Aziz Yakubu, Mary Lou Zeeman. Computational sustainability: computing for a better world and a sustainable future. Commun. ACM 62(9): 56-65 (2019) [pdf]
- Jay Chen, Jennifer Mankoff, Carla P. Gomes. Proceedings of the Conference on Computing & Sustainable Societies, COMPASS 2019, Accra, Ghana, July 3-5, 2019. ACM 2019, ISBN 978-1-4503-6714-1 [contents]
- David Rolnick, Priya L. Donti, Lynn H. Kaack, Kelly Kochanski, Alexandre Lacoste, Kris Sankaran, Andrew Slavin Ross, Nikola Milojevic-Dupont, Natasha Jaques, Anna Waldman-Brown, Alexandra Luccioni, Tegan Maharaj, Evan D. Sherwin, S. Karthik Mukkavilli, Konrad P. Körding, Carla P. Gomes, Andrew Y. Ng, Demis Hassabis, John C. Platt, Felix Creutzig, Jennifer T. Chayes, Yoshua Bengio. Tackling Climate Change with Machine Learning. CoRR abs/1906.05433 (2019) [pdf]
2017
- Carla P. Gomes. Keynotes: Computational sustainability. SustainIT 2017: 1-2 [pdf]
2014
- Eric Eaton, Carla P. Gomes, Brian Charles Williams. Computational Sustainability. AI Mag. 35(2): 3-7 (2014) [pdf]
- Eric Eaton, Carla P. Gomes, Brian Charles Williams. Computational Sustainability: Editorial Introduction to the Summer and Fall Issues. AI Mag. 35(3): 3-7 (2014) [pdf]
2012
- Douglas H. Fisher, Bistra Dilkina, Eric Eaton, Carla Gomes. Incorporating Computational Sustainability into AI Education through a Freely-Available, Collectively-Composed Supplementary Lab Text. EAAI 2012: 2369-2370 [pdf]
2011
- Carla P. Gomes, Qiang Yang. Introduction to special issue on computational sustainability. ACM Trans. Intell. Syst. Technol. 2(4): 31:1-31:2 (2011) [pdf]
- Carla P. Gomes. Computational Sustainability. IDA 2011: 8 [pdf]
2010
- Carla P. Gomes. Challenges for CPAIOR in Computational Sustainability. CPAIOR 2010: 3-4 [pdf]
2009
- Carla P. Gomes. Challenges for Constraint Reasoning and Optimization in Computational Sustainability. CP 2009: 2-4 [pdf]
- Carla P. Gomes. Computational Sustainability: Computational Methods for a Sustainable Environment, Economy, and Society. The Bridge (2009). [pdf]
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