Attila Cangi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Quantum Computing

Image Recognition

Top Venues

Mach. Learn. Sci. Technol.

Publications

Karan Shah, Attila Cangi
Accelerating Electron Dynamics Simulations through Machine Learned Time Propagators. CoRR (2024)
Debanjan Konar, Erol Gelenbe, Soham Bhandary, Aditya Das Sarma, Attila Cangi
Random Quantum Neural Networks for Noisy Image Recognition. QCE (2023)
Debanjan Konar, Aditya Das Sarma, Soham Bhandary, Siddhartha Bhattacharyya, Attila Cangi, Vaneet Aggarwal
A shallow hybrid classical-quantum spiking feedforward neural network for noise-robust image classification. Appl. Soft Comput. 136 (2023)
Debanjan Konar, Vaneet Aggarwal, Aditya Das Sarma, Soham Bhandary, Siddhratha Bhattacharyya, Attila Cangi
Deep Spiking Quantum Neural Network for Noisy Image Classification. IJCNN (2023)
Timothy J. Callow, Jan Nikl, Eli Kraisler, Attila Cangi
Physics-enhanced neural networks for equation-of-state calculations. Mach. Learn. Sci. Technol. 4 (4) (2023)
Lenz Fiedler, Nils Hoffmann, Parvez Mohammed, Gabriel A. Popoola, Tamar Yovell, Vladyslav Oles, J. Austin Ellis, Sivasankaran Rajamanickam, Attila Cangi
Training-free hyperparameter optimization of neural networks for electronic structures in matter. Mach. Learn. Sci. Technol. 3 (4) (2022)
Debanjan Konar, Erol Gelenbe, Soham Bhandary, Aditya Das Sarma, Attila Cangi
Random Quantum Neural Networks (RQNN) for Noisy Image Recognition. CoRR (2022)
Timothy J. Callow, Daniel Kotik, Eli Kraisler, Attila Cangi
atoMEC: An open-source average-atom Python code. SciPy (2022)
Dinesh Reddy Vemula, Debanjan Konar, Sudeep Satheesan, Sri Mounica Kalidasu, Attila Cangi
A Scalable 5, 6-Qubit Grover's Quantum Search Algorithm. CoRR (2022)
J. Austin Ellis, Attila Cangi, Normand A. Modine, J. Adam Stephens, Aidan P. Thompson, Sivasankaran Rajamanickam
Accelerating Finite-temperature Kohn-Sham Density Functional Theory with Deep Neural Networks. CoRR (2020)