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Meeting MS&T26: Materials Science & Technology
Symposium Advances in Emerging Electronic Nanomaterials: Towards Next-Generation Microelectronics
Presentation Title Toward Controlled Synthesis of 2D Materials: Data-Driven Modeling of ALD Growth Mechanisms
Author(s) Lan Li
On-Site Speaker (Planned) Lan Li
Abstract Scope Atomic layer deposition (ALD) is a critical technique for the synthesis and integration of transition metal dichalcogenides (TMDs) in next-generation microelectronics, offering atomic-scale control, conformality, and compatibility with advanced device architectures. However, a predictive understanding of surface reaction mechanisms and nucleation pathways remains a key challenge. In this work, we combine computational and experimental approaches to investigate the ALD growth of MoS₂ on different oxide substrates. Our results reveal that precursor dissociation, rather than conventional ligand-exchange mechanisms, governs initial surface reactions, with hydroxyl concentration playing a critical role in nucleation and byproduct formation. We identify a two-step nucleation pathway and quantify its impact on film growth and interfacial properties. These insights provide design guidelines for controlling defects, improving film quality, and enabling scalable integration of TMDs in advanced-node semiconductor devices and emerging computing architectures.

OTHER PAPERS PLANNED FOR THIS SYMPOSIUM

4D-STEM and Machine Learning for Nanoscale Structure-Property Mapping in Emerging Electronic Materials
A General Process to Produce Large-Size Single Crystal Room-Temperature Diluted Magnetic Semiconductors
Atomic-Resolution Imaging of Ferroelectric Domains in Emerging Fluorite-Type Ferroelectrics
Bio-Inspired Event-based Infrared Vision Enabled by Colloidal Quantum Dots
Effects of Ta Crystalline Phase on Ultrathin TaOx Neuromorphic Devices
Electronics Enabled by Mechanical Metamaterials
Engineered Transparency and Conductivity of IZO/Ag/IZO Multilayers by Intense Pulsed Light for Perovskite Solar Cells
Fabrication and Characterization of SnO2/CdS Quantum Dots Heterojunction for UV-Vis Sensitive Low-Voltage Phototransistors
Heterogeneous Integration Using Freestanding Gallium Nitride Membranes
Inverse-Designed 3D Holographic Lithography for Next-Generation Microelectronic Architectures
Ion Beam Treatment to Control Properties of Two-Dimensional Semiconductors
Large-Scale, Crack-Free Oxide Membranes for Tunable Twistronics
Laser-Engineered Graphene Composites for Emerging Electronic Nanomaterials
Metal Nanowire-Based Electrodes and Their Applications in Optoelectronics and Bioelectronics
Mxene-enabled Micro-Battery Architectures for Advanced Semiconductor Devices
Scaling and Integration of Hafnia-Based Ferroelectrics for High-Density and Neuromorphic Applications
Spatiotemporal Laser Control of Iron-Oxide-Nanoparticle-Integrated Graphene Microelectrodes for Bioelectronic Sensing
Sub-5nm Thick Plasma-Enhanced Atomic Layer Deposited Indium Oxynitride Channel Transistor for 3D Monolithic Device Applications
Thermodynamic Modeling and CVD Synthesis of Mo, Nb, and V MXene Precursors
Topological Semimetal and Single-Crystalline Cu for Overcoming Resistivity Scaling in Nanoscale Interconnects
Toward Controlled Synthesis of 2D Materials: Data-Driven Modeling of ALD Growth Mechanisms
Wafer-Scale 2D Semiconductors Integrated on Arbitrary Substrates for Emerging Optoelectronic Artificial Synapses with Flexoelectricity
Field Gradient Engineering of van der Waals Semiconductors

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