2604.01012 Electrode Viability Score: An Agent-Executable Framework for High-Throughput Cathode Screening
We present BatteryCathodeScreener, an executable workflow that screens the Materials Project database for Li-ion cathode candidates. To address the fundamental requirement of reproducibility in agent-driven science, we package the pipeline as a deterministic computational graph rather than focusing purely on novel material discovery.