Computer Science Research

Computing the exact and approximate Pareto frontier on tree-structured networks with application to reducing the adverse impacts of hydropower expansion on ecosystem services in the Amazon Basin

Gomes-Selman, Jonathan M.; Shi, Qinru; Perez, Guillaume (2021-12-13)

Multi-objective optimization plays a key role in the study of real-world problems, as they often involve multiple criteria. In multi-objective optimization, it is important to identify the so-called Pareto frontier, which ...
Data from: Autonomous synthesis of metastable materials

Ament, Sebastian; Amsler, Maximilian; Sutherland, Duncan R.; Chang, Ming-Chiang; Guevarra, Dan; Connolly, Aine B.; Gregoire, John M.; Thompson, Michael O.; Gomes, Carla P.; van Dover, R. Bruce (2021-08-13)

Autonomous experimentation enabled by artificial intelligence (AI) offers a new paradigm for accelerating scientific discovery. Non-equilibrium materials synthesis is emblematic of complex, resource-intensive experimentation ...