AIBEDO Reports
This section contains reports on the AIBEDO project as part of the DARPA AI-Assisted Climate Tipping Point Modeling (ACTM) program.
Milestone 1
This milestone report expands on the model development details of hybrid model constituents: data-driven and physics-based components, list of datasets to be used for training and validating the model, and an elaborate list of input and output variables to be extracted from the datasets.
Milestone 2
This milestone report includes two major sections: (a) details on the ‘alpha’ model version of AIBEDO, specific architecture choices of sub-components, and lessons learned during the model development, and (b) data preprocessing steps and compatibility checks.
Milestone 3
The main objective of this milestone is to identify appropriate assessment metrics for the hybrid model and deliver prepared datasets that can be used for Phase 1 model development. In addition, this report includes updates on hybrid model development, outcomes of the initial model runs, and the methodology plan for upcoming modules.
Milestone 4
The main objective of this milestone is to assess preliminary results and elucidate the model development next steps.
Milestone 5
The main objective of this milestone is to illustrate the plans for Phase 2 dataset generation. The milestone also details the ongoing methodology.
Milestone 6
The objective of this milestone is to show the progress of the model and deliver the beta software (code).
Milestone 7
The objective of this milestone is to a detailed plan for Phase 2 data integration.
Milestone 8
This is the final deliverable of Phase 1.