Abstract: The techniques described herein relate to methods and apparatus for determining a set of reactions to produce a target product. The method includes receiving the target product, executing a graph traversal thread, requesting, via the graph traversal thread, a first set of reactant predictions for the target product, executing a molecule expansion thread, determining, via the molecule expansion thread and a reactant prediction model, the first set of reactant predictions, and storing the first set of reactant predictions as at least part of the set of reactions.

Abstract: Embodiments disclosed herein related to superalloy compositions and applications using the same. The superalloy compositions disclosed herein including at least one ternary intermetallic compound having a general chemical composition of AZ[BXCY]. Base element A is selected from the group consisting of cobalt, iron, and nickel; and element B and element C are independently selected from different members of a group consisting 40 elements of the periodic table. Base element A, element B, and element C are each different elements. Z is about 2.1 to about 3.9. X and Y are about 0.1 to about 1.9. Additionally, the at least one ternary intermetallic compound of each of the superalloy compositions exhibits the face-centered cubic structure L12. The at least one ternary intermetallic compound of each of the ternary superalloy compositions may exhibit a theoretical formation enthalpy and a decomposition energy less than Co3[Al, W].

Abstract: Embodiments disclosed herein related to superalloy compositions and applications using the same. The superalloy compositions disclosed herein including at least one ternary intermelallic compound having a general chemical composition of AZ[BXCY]. Base element A is selected from the group consisting of cobalt, iron, and nickel; and element B and element C are independently selected from different members of a group consisting 40 elements of the periodic table. Base element A, element B, and clement C are each different elements. Z is about 2.1 to about 3.9. X and Y are about 0.1 to about 1.9. Additionally, the at least one ternary intermelallic compound of each of the superalloy compositions exhibits the face-centered cubic structure L12. The at least one ternary intermetallic compound of each of the ternary superalloy compositions may exhibit a theoretical formation enthalpy and a decomposition energy less than Co3[Al, W].