IJSCAR Publications

2024

Volume 1, Issue 1  ·  Full Issue PDF

• Leveraging LLMs for Automated MIDI Generation
  Corey Zhang, Mark Santolucito · pp. 3–10

• Deep Learning Based Volumetric Segmentation of Heart Ventricles for Assessment of Cardiac Disease Using MRI
  Anika Pallapothu · pp. 11–14

• Using a Feedback Loop for LLM-based Infrastructure as Code Generation
  Mayur Amarnath, Mark Santolucito · pp. 15–18

• A Case Study on LLM Code Generation in Sonic Pi and Its Impact on Student Attitudes towards Computer Science
  Josch Wang · pp. 19–23

• Using Model Counting for Game Development: Quantifying Difficulty of 2D Platformer Levels for Diverse Playable Characters
  Aditya Patil, Mark Santolucito · pp. 24–28

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2025

Volume 2, Issue 1  ·  Full Issue PDF

• Comparative Analysis of Vision Transformer and ResNet50 for Glaucoma Detection: Balancing Performance and Efficiency
  Eric Hwang · pp. 3–8

• Co-occurrence of Extreme Heat and Pollution in the Southwest United States
  Arjun Maganti, Zachary Espinosa · pp. 9–14

• A Study of Drift Variability in Crazyflie Nano-Quadcopters by Pitting in-built Logging Parameters against Meticulous Measurement Techniques
  Vihaan Bhaduri, Mark Santolucito · pp. 15–22

• LLM-based Code Generation for Verilog
  Anshul Raghav, Mark Santolucito · pp. 23–32

• Using AI Modeling to Predict the Impact of Cloud Seeding on Amount of Rainfall and How that Affects the Temperature in Different Regions
  Rex Carvalho, Ihita Mandal · pp. 33–36

Volume 2, Issue 2  ·  Full Issue PDF

• Enhancing XDP eBPF Firewall Performance and Accuracy with Large Language Models and Symbolic Execution
  Jeffrey Lyu · pp. 4–7

• Streamlining Plastic Recycling using Machine Learning-Based Image Classification
  Rebecca Jacob, Gokarna Sharma · pp. 8–13

• A Symbolic Approach to Detecting Structural Risk in Financial Networks Using Graph-Based Constraint Solving
  Ananya Bhat · pp. 14–15

• Hybrid Physics-Informed Machine Learning Frameworks for Predictive Thermodynamic Modeling
  Ariq Ahanaf · pp. 16–20

• Spacecraft Anomaly Detection: Machine Learning Based Detection of Lithium-Ion Battery Degradation in Space Conditions
  Vera A. van der Linden · pp. 21–27

• Understanding Domain Adaptation Using CORAL in Computer Vision
  Aditya Chakraborty · pp. 28–36

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2026

Volume 3, Issue 1  ·  Full Issue PDF

• Human Perception and Detection of AI-Generated Phishing Emails: A Red-Teaming and Multi-Layered Detection Approach
  Rohan Mehra · pp. 4–12

• Comparing the Performance of Traditional Machine Learning and Deep Learning Algorithms for Breast Cancer Survival Prediction
  Navaneeth Ranjit · pp. 13–23

• Machine Learning Framework for Phishing Detection through Email using Imbalanced Data
  Mher Mkrtumyan · pp. 24–30

• A Vision-Based Approach to Safe Void Detection and Path Planning in Post-Disaster Rubble Using Segment Anything Models
  Abhiram Sanku · pp. 31–36

• Leveraging Machine Learning and Zinc-Aware Docking to Discover Natural Inhibitors of EptA Resistance Enzymes
  Mason Cheng, Mariame Diabate · pp. 37–46