- Advanced Materials: Research is ongoing to develop more robust materials that can withstand higher temperatures and resist sulfur poisoning. - Hybrid Systems: Combining LNTs with other technologies like SCR to achieve even higher NOx reduction efficiencies. - Real-World Optimization: Improving the control strategies to better manage the lean and rich phases for more effective NOx reduction in real-world driving conditions.