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10
Spectral Element Method (SEM)-Based High-Accurancy CFD
Numerical Methodology: FEM & SEM, Spectral vs Algebraic Convergence, Code Validation: Kovasznay Flow
9
Cryopump Design & Multiscale Simulation (DSMC + MD)
Rarefied Gas Dynamics
8
Hydrogen Tank Design & Safety Analysis Using CFD
Fluid-Structure Interaction & Optimization, Structural Analysis with Multi-layer Composites
7
Equipment Design Optimization & Industrial Applications
Reactor System, Importance of Higher-Level Excited species in Ar RPS, Capacitively Coupled Plasma: Reactor Configuration, Inductively Coupled Plasma: Plasma Treatment, Inductively Coupled Plasma: Remote Plasma Source
6
Data-Driven Modeling & Machine Learning for Material Discovery
AI / Machine Learning: Deep Neural Network
5
Density Functional Theory (DFT) for Surface Chemistry & Material Design
Various Chemical Reactions: DFT Approaches, Molecule Dissociation and Deposition of Si2H6
4
Molecular Dynamics (MD) & Reactive Molecular Dynamics (ReaxFF)
Molecular Dynamics: Droplet Dynamics on Silica Trench, Reactive MD: O Radical Surface Reactions, Hydrocarbon Sticking Coefficient
3
Plasma Modeling & Plasma-Surface Interaction
Plasma Modeling, Multi-scale Modeling: Feature-scale Monte Carlo Framework, Inductively Coupled Plasma: PEALD reactor, Showerhead Modeling (Analytical), Changes in Plasma Uniformity with Coating boundary Conditions, Magnetically Enhanced CCP, Plasma Chemistry DB Setting, Process Plasma : Magnetically Enhanced CCP
2
Computational Fluid Dynamics (CFD) for Semiconductor & Display Equipment
VOF Simulation : Droplet dynamics on Substrate, Wall random roughness generation & Simulation, Elbow Erosion Mitigation, LHAR Structure ALD Simulation
1
Chaotic Advection & Nonlinear Dynamics
Spectral Element Method vs Finite Volume Method, Diagnosis of Chaotic Strength & Mixing, Peristaltic Meso Scale Mixer, Electroosmotically Stirred Chaotic Micro Mixer
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