Author

Subham Subba

Institution: North Bengal University

Observed institution: North Bengal University

ORCID: 0009-0000-0907-6915

Observed ORCID: 0009-0000-0907-6915

OpenAlex ID: A5114500157

Machine Learning Approaches in Advancing Perovskite Solar Cells Research

2024 · Subham Subba, Pratika Rai, et al. · Advanced Theory and Simulations · 23

Machine learning-driven determination of key absorber layer parameters in perovskite solar cells

2024 · Subham Subba, Suman Chatterjee · Materials Today Communications · 13

Synthesizing solution processed W doped SnO2 as an effective ETL for all inorganic Cs(Ge0.5Sn0.5)I3 perovskite based solar cells: A combined experimental and simulation approach

2025 · Avijit Talukdar, Joy Sarkar, et al. · Physica B Condensed Matter · 8

Accelerating perovskite solar cell performance prediction with machine learning on existing experimental data

2026 · Subham Subba, Suman Chatterjee · Solar Energy Materials and Solar Cells · 6

Hybrid modeling with supervised learning and SCAPS simulations for performance analysis of Cs 0 . 17 FA 0 . 83 PbI 3 − x Br x perovskite solar cells

2025 · Subham Subba, Joy Sarkar, et al. · Materials Science and Engineering B · 5

Investigations and optimizations of lead-free CsGeI 2 Br perovskite solar cell using numerical simulations and machine learning

2025 · Subham Subba, Avijit Talukdar, et al. · Journal of Physics and Chemistry of Solids · 4

Progressive compositional, geometrical, and structural descriptors for machine learning prediction of ABX3 perovskite bandgaps

2026 · Subham Subba, Suman Chatterjee · Journal of Physics and Chemistry of Solids

Works count: 7

Citation count: 59

H-index: 5

I10-index: 2