Gomes, Carla P.

Scientific discovery in the age of artificial intelligence.

Wang, H., Fu, T., Du, Y., Gao, W., Huang, K., Liu, Z., Chandak, P., Liu, S., Van Katwyk, P., Deac, A., et al. (2023) · Nature

Artificial Intelligence ApplicationsMachine Learning in Materials Science

Cited by 1,823

Algorithm portfolios

Gomes, C. P., & Selman, B. (2001) · Artificial Intelligence

Constraint Satisfaction and OptimizationMetaheuristic Optimization Algorithms Research

Cited by 461

Tackling climate change with machine learning

Rolnick, D., Donti, P. L., Kaack, L. H., Kochanski, K., Lacoste, A., Sankaran, K., Ross, A. S., Milojevic-Dupont, N., Jaques, N., Waldman-Brown, A., et al. (2023) · ACM Computing Surveys

Climate Change and Environmental ImpactArtificial Intelligence Applications

Cited by 336

Computational sustainability: computing for a better world and a sustainable future

Gomes, C., Dietterich, T., Barrett, C., Conrad, J., Dilkina, B., Ermon, S., Fang, F., Farnsworth, A., Fern, A., Fern, X., et al. (2019) · Communications of the ACM

Innovation, Sustainability, Human-Machine SystemsGreen IT and Sustainability

Cited by 126

Automated Phase Mapping with AgileFD and its Application to Light Absorber Discovery in the V–Mn–Nb Oxide System

Suram, S. K., Xue, Y., Bai, J., Le Bras, R., Rappazzo, B., Bernstein, R., Bjorck, J., Zhou, L., van Dover, R. B., Gomes, C. P., et al. (2017) · ACS Combinatorial Science

Machine Learning in Materials ScienceX-ray Diffraction in Crystallography

Cited by 80

Phase‐Mapper: Accelerating Materials Discovery with AI

Bai, J., Xue, Y., Bjorck, J., Bras, R. L., Rappazzo, B., Bernstein, R., Suram, S. K., van Dover, R. B., Gregoire, J. M., & Gomes, C. P. (2018) · AI Magazine

Machine Learning in Materials ScienceX-ray Diffraction in Crystallography

Cited by 25

Efficiently Optimizing for Dendritic Connectivity on Tree-Structured Networks in a Multi-Objective Framework

Shi, Q., Gomes-Selman, J. M., García-Villacorta, R., Sethi, S., Flecker, A. S., & Gomes, C. P. (2018) · Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies

Complexity and Algorithms in GraphsAdvanced Multi-Objective Optimization Algorithms

Cited by 5