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Meeting MS&T25: Materials Science & Technology
Symposium Hybrid Organic-Inorganic Materials for Alternative Energy
Presentation Title Harnessing Machine Learning and Molecular Design to Advance Low-Dimensional Organic–Inorganic Lead Halides
Author(s) Yiying Wu
On-Site Speaker (Planned) Yiying Wu
Abstract Scope Low-dimensional organic–inorganic lead halides offer a versatile platform for tuning material properties through the design of organic cations. In this talk, I will present a machine learning approach that accurately predicts perovskite dimensionality based on ammonium cation features. Additionally, we reveal how secondary structures play a crucial role in shaping hybrid organic lead iodide compounds, providing new insights into structural control. In the context of materials design, I will showcase the development of viologen-based lead iodide as a stable, multifunctional photoelectrode for solar energy conversion in polar solvents. Finally, I will explore the potential of water-stable, chiral organic-inorganic lead iodide perovskites, with exciting applications in circular polarized luminescence and photodetectors.

OTHER PAPERS PLANNED FOR THIS SYMPOSIUM

Anticorrosive hybrid glass coatings for protection of AZ31B magnesium alloy in alkaline media
Carbon dots-based nanocomposites for energy and optical applications
Computational discovery of new materials for singlet fission in the solid state
Control of 2D MXenes and their Hybrids for Hydrogen Evolution Electrocatalysis
Harnessing Machine Learning and Molecular Design to Advance Low-Dimensional Organic–Inorganic Lead Halides
Hybrid carbon nanotube – gold electrode materials for high performance energy storage devices
Hybrid Materials for Ion Conduction
Invited:Synthesis of CuWO4 / CuO photocatalyst and use in photodegradation of organic hydrocarbons in water
MXenes Hybrids for Energy Applications
Nanocomposite photoelectrodes and photocatalysts for solar water splitting
New Families of Layered Hybrid Organic/Inorganic Crystals via the Topotactic Transformation of Solid-State Lattices
Novel Organic-Inorganic Hybrid Thin Films for Energy-Efficient Future Microelectronics
On the Development of High-Performance III-V/Si Tandem Solar Cells: From Materials to Devices
Optimizing LiCoO₂ for Catalytic Applications: Novel Post-Processing Strategies for Enhanced Performance
Reducing Interfacial Impedance at the Metal-Organic Molecule Joint via Electrografting
Significance of IR-observable background shift in organics/TiO₂ thin films in dye-sensitized solar cell, Mg battery, and photocatalysis
Silicalite Nanosheets with Surface Quaternary Ammonium Cations for Polymer Composite Anion Exchange Membranes
Thermal and Anodic Oxidation Routes to Scalable Metal Oxide Nanostructures and Their Graphene-Based Hybrids for Photoreduction of Cr(VI)
Tunable Bandgap Opening in Bilayer Silicene for Enhanced Mid-Infrared Photonic Energy Harvesting
Tuned wettability of hybrid sol-gel coatings for thermal management and ice prevention
Tuning Chemistry and Morphology in Graphene-Supported Hybrids for Environmental and Energy Applications

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