Muhammad Umer

Tuning metal single atoms embedded in N_xC_y moieties toward high-performance electrocatalysis

Miran Ha, Dong Yeon Kim, Muhammad Umer et al. · Energy & Environmental Science · 2021 · 279 citations · Full text

Materials Science, High-performance Electrocatalysis, Chemical Engineering +14

Machine learning-based high throughput screening for nitrogen fixation on boron-doped single atom catalysts

Mohammad Zafari, Deepak Kumar, Muhammad Umer et al. · Journal of Materials Chemistry A · 2020 · 210 citations

Materials Science, Computational Burden, Chemical Engineering +15

Machine learning assisted high-throughput screening of transition metal single atom based superb hydrogen evolution electrocatalysts

Muhammad Umer, Sohaib Umer, Mohammad Zafari et al. · Journal of Materials Chemistry A · 2022 · 155 citations · Full text

Materials Science, Chemical Engineering, Carbon-based Transition Metal +13

Late Transition Metal Doped MXenes Showing Superb Bifunctional Electrocatalytic Activities for Water Splitting via Distinctive Mechanistic Pathways

Rohit Anand, Arun S. Nissimagoudar, Muhammad Umer et al. · Advanced Energy Materials · 2021 · 128 citations

Materials Science, Oxygen Reduction Reaction, Engineering +14

First principles and machine learning based superior catalytic activities and selectivities for N₂ reduction in MBenes, defective 2D materials and 2D π-conjugated polymer-supported single atom catalysts

Mohammad Zafari, Arun S. Nissimagoudar, Muhammad Umer et al. · Journal of Materials Chemistry A · 2021 · 112 citations

Engineering, Machine Learning, Nanoheterogeneous Catalysis +16