6 papers
Chemical Reaction Engineering and Catalysis: AI/ML Workflows and Self-Driving Laboratories
Rigoberto Advincula, Jihua Chen
Chemical reaction engineering is key to industrial might and sustainable chemistry. This will be enabled using smart, efficient catalysts or catalysis ecosystems. This is possible…
AI/ML-Driven Surface Plasmon Resonance (SPR) and Spectroscopy: Materials Interfaces and Autonomous Experiments
Rigoberto Advincula, Jihua Chen
This review explores the evolution of Surface Plasmon Resonance (SPR) spectroscopy and sensing, transitioning from fundamental studies of adsorption-desorption kinetics to the soph…
Advanced Manufacturing with Renewable and Bio-based Materials: AI/ML workflows and Process Optimization
Rigoberto Advincula, Jihua Chen
Advanced manufacturing with new bio-derived materials can be achieved faster and more economically with first-principle-based artificial intelligence and machine learning (AI/ML)-d…
Polymer Brushes and Grafted Polymers: AI/ML-Driven Synthesis, Simulation, and Characterization towards autonomous SDL
Rigoberto C. Advincula, Jihua Chen
Polymer brushes and grafted polymers have attracted significant interest at the intersection of polymers, interfacial chemistry, colloidal science, and nanostructuring. The confine…
Agentic AI and Machine Learning for Accelerated Materials Discovery and Applications
Jihua Chen, Panagiotis Christakopoulos, Karuna D. Chen +2
Artificial Intelligence (AI), especially AI agents, is increasingly being applied to chemistry, healthcare, and manufacturing to enhance productivity. In this review, we discuss th…
Enhanced Capacitance in Surfactant Mediated Ion Complexes
Jihua Chen, Alejandro Espera, Jan Michael Y. Carrillo +1
Ion complexes hold the key for various energy transfer and communication systems in nature and industries. Achieving controllable mechanical and electrical properties in these comp…