Zobrazeno 1 - 10
of 1 714
pro vyhledávání: '"Fronk A"'
Autor:
Fronk, Colby, Petzold, Linda
Stiff systems of ordinary differential equations (ODEs) are pervasive in many science and engineering fields, yet standard neural ODE approaches struggle to learn them. This limitation is the main barrier to the widespread adoption of neural ODEs. In
Externí odkaz:
http://arxiv.org/abs/2410.05592
We study Hermitian non-commutative quadratic polynomials of multiple independent Wigner matrices. We prove that, with the exception of some specific reducible cases, the limiting spectral density of the polynomials always has a square root growth at
Externí odkaz:
http://arxiv.org/abs/2308.16778
Symbolic regression with polynomial neural networks and polynomial neural ordinary differential equations (ODEs) are two recent and powerful approaches for equation recovery of many science and engineering problems. However, these methods provide poi
Externí odkaz:
http://arxiv.org/abs/2308.10892
Autor:
Herbst, Ryan, Coffee, Ryan, Fronk, Nathan, Kim, Kukhee, Kim, Kuktae, Ruckman, Larry, Russell, J. J.
The LCLS2 Free Electron Laser FEL will generate xray pulses to beamline experiments at up to 1Mhz These experimentals will require new ultrahigh rate UHR detectors that can operate at rates above 100 kHz and generate data throughputs upwards of 1 TBs
Externí odkaz:
http://arxiv.org/abs/2305.19455
Autor:
David Fronk
Publikováno v:
Historicka Sociologie, Vol 16, Iss 1, Pp 73-86 (2024)
The United States of America was on its move towards equal civil rights in the middle of 60s. The movement mostly formed and led by the personality of Martin Luther King, achieved many of its goals. The support of the Washington government was unques
Externí odkaz:
https://doaj.org/article/8f5fc3952f5b412685bd7fcc6714f09a
Autor:
Fronk, Colby1 (AUTHOR) colbyfronk@ucsb.edu, Yun, Jaewoong2,3 (AUTHOR), Singh, Prashant4 (AUTHOR), Petzold, Linda5,6 (AUTHOR)
Publikováno v:
PLoS Computational Biology. 10/10/2024, Vol. 20 Issue 10, p1-38. 38p.
Autor:
Alyssa D Fronk, Miguel A Manzanares, Paulina Zheng, Adam Geier, Kendall Anderson, Shaleigh Stanton, Hasan Zumrut, Sakshi Gera, Robin Munch, Vanessa Frederick, Priyanka Dhingra, Gayatri Arun, Martin Akerman
Publikováno v:
Molecular Systems Biology, Vol 20, Iss 6, Pp 676-701 (2024)
Abstract Splice-switching oligonucleotides (SSOs) are antisense compounds that act directly on pre-mRNA to modulate alternative splicing (AS). This study demonstrates the value that artificial intelligence/machine learning (AI/ML) provides for the id
Externí odkaz:
https://doaj.org/article/af0776e556f747fd855724c15473a6ed
Autor:
Fronk, Colby, Petzold, Linda
Neural networks have the ability to serve as universal function approximators, but they are not interpretable and don't generalize well outside of their training region. Both of these issues are problematic when trying to apply standard neural ordina
Externí odkaz:
http://arxiv.org/abs/2208.05072
Publikováno v:
In Journal of the European Ceramic Society October 2024 44(13):7474-7481
Autor:
Fronk, Alyssa D1 (AUTHOR), Manzanares, Miguel A1 (AUTHOR), Zheng, Paulina1 (AUTHOR), Geier, Adam1 (AUTHOR), Anderson, Kendall1 (AUTHOR), Stanton, Shaleigh1 (AUTHOR), Zumrut, Hasan1 (AUTHOR), Gera, Sakshi1 (AUTHOR), Munch, Robin1 (AUTHOR), Frederick, Vanessa1 (AUTHOR), Dhingra, Priyanka1 (AUTHOR), Arun, Gayatri1 (AUTHOR), Akerman, Martin1 (AUTHOR) makerman@envisagenics.com
Publikováno v:
Molecular Systems Biology. Jun2024, Vol. 20 Issue 6, p676-701. 26p.