co2-reduction

Interpretable ML (ResCBAM + Grad-CAM) for electrochemical CO2 reduction catalysts: code, trained model and data (ACS Catal. 2025, doi:10.1021/acscatal.4c05530)

Mobile-Adaptive Electrochemical Stack for Locomotive Emissions Recycling (MAES-LOCO)

CO2 electrocatalyst discovery on 179 lab-tested alloys (OCx24): do DFT descriptors predict the lab, replicate-noise floor, simulated self-driving lab

Reproducible grouped evaluation of HER premeasurement for CO selectivity prediction in OCx24; negative results, frozen data, and audit tools.

Green-Synthesized ZnO–Co₃O₄/C S-scheme heterojunction photocatalyst for visible-light H2 evolution and CO2 reduction.

Zero-compute source-data reproduction of Hu et al. (Nature Catalysis, 2025), reconstructing ML dipole prediction, coupling, error propagation and screening.