Exploring the intersection of Quantum Computing and Machine Learning, pushing the boundaries of what’s possible with emerging technologies.
Also, building QFoundry.in
Research Publications
A. Khot, T. Kim, A. Akash, C. Kim, W. Moy "Quantum-Inspired Machine Learning Framework using a Physics-based Ising Solver Chip"
IEEE Industrial Cyber-Physical Systems, 2024.
A. Akash, A. Khot, T. Kim "Quantum Annealing-Based Machine Learning for Battery Health Monitoring Robust to Adversarial Attacks"
IEEE Energy Conversion Congress and Exposition (ECCE), 2023.
A. Akash, B. Ahn, A. Jenkins, A. Khot, L. Silva, H. Tavares-Vengas, T. Kim "Smart Grid Device-Specific Malware File Detection using Quantum-Convolutional Neural Network with Deep Transfer Learning"
IEEE Design Methodologies Conference, 2023.
Research Presentations
"Quantum Inspired Machine Learning Demonstration using a Physics-based Ising Solver Chip"
Presented at IEEE Energy Conversion Congress and Exposition (ECCE), Nashville, Tennessee, Nov 2, 2023.
Blogs
I can explain Quantum Computing to anyone. Proving my mettle here.