@inproceedings {458,
	title = {Comparison of Python GPU implementations of eigensolvers},
	booktitle = {Proceedings of the 36th Samahang Pisika ng Pilipinas Physics Conference},
	year = {2018},
	month = {6{\textendash}9 June 2018},
	pages = {SPP-2018-PB-51},
	address = {Puerto Princesa City, Philippines},
	abstract = {Python implementations of GPU-based eigensolvers were tested and evaluated. The performance of PyCUDA and scikit-cuda library functions for Python were used and compared to the corresponding ones from the NumPy library. Despite GPU-based cuBLAS routines being faster than their usual NumPy equivalents on the consumer-level hardware used, cuSOLVER function implementations have longer execution times than the NumPy functions. Two Python variants of the tridiagonalization step of the Lanczos algorithm were tested with cuBLAS functions and we showed that a hybrid CPU-GPU approach resulted in an algorithm that was both fast and stable. However, the presented algorithms are still slower than the highly optimized NumPy eigensolver and further optimizations are needed to obtain GPU acceleration in our Python-based eigensolver.},
	url = {https://paperview.spp-online.org/proceedings/article/view/SPP-2018-PB-51},
	author = {John Ian Kenneth E. Felismino and Francis N. C. Paraan}
}
@inproceedings {felismino,
	title = {Wigner functions and uncertainty products from partially transposed Dicke model ground states},
	booktitle = {Proceedings of the 35th Samahang Pisika ng Pilipinas Physics Conference},
	year = {2017},
	month = {7{\textendash}10 June 2017},
	pages = {SPP-2017-PB-03},
	address = {Cebu City, Philippines},
	abstract = {Wigner functions are used to calculate position-momentum uncertainty products from partially transposed Dicke model ground states that are partitioned into atomic and photonic degrees of freedom. No violations of the canonical minimum uncertainty relation are observed. However, the position-momentum uncertainty product is seen to diverge as a power law as the quantum critical coupling strength is approached.},
	url = {http://paperview.spp-online.org/proceedings/article/view/69},
	author = {John Ian Kenneth E. Felismino and Francis N. C. Paraan}
}
