Publications (5)
AI-Powered Legal Intelligence System Architecture: A Comprehensive Framework for Automated Legal Consultation and Analysis
Sean Kalaycioglu, Bob Liu, Colin Hong +1
This paper introduces the Legal Intelligence and Client Engagement System (LICES), a novel architecture designed to redefine legal consultation services through the systematic inte…
NMPC and Deep Learning-Based Vibration Control of Satellite Beam Antenna Dynamics Using PZT Actuators and Sensors
Sean Kalaycioglu, Daniel Ding
This paper presents a novel approach for vibration control of satellite-based flexible beam-type antennas using Nonlinear Model Predictive Control (NMPC) and Deep Learning techniqu…
Forecasting Land Art Under Climate Scenarios
Alev Cinbarci, Sean Kalaycioglu
The paper builds a two‑stage pipeline to forecast visual complexity of the Spiral Jetty land artwork under future climate scenarios, using climate model outputs, statistical regres…
Intelligent Magnetic Inspection Robot for Enhanced Structural Health Monitoring of Ferromagnetic Infrastructure
Angelina Tseng, Sean Kalaycioglu
This paper presents an innovative solution to the issue of infrastructure deterioration in the U.S., where a significant portion of facilities are in poor condition, and over 130,0…
Interpretable Image-Level Acne Severity Grading via EfficientNet-B0 Transfer Learning and Grad-CAM
Sophie Zeng, Sean Kalaycioglu, Collin Hong +1
The paper introduces a four‑class acne severity grading model that uses transfer learning with an EfficientNet‑B0 backbone and Grad‑CAM visualizations to achieve high accuracy and…