Zobrazeno 1 - 10
of 6 714
pro vyhledávání: '"Hunt, A. J."'
We present a new method of predicting the ages of galaxies using a machine learning (ML) algorithm with the goal of providing an alternative to traditional methods. We aim to match the ability of traditional models to predict the ages of galaxies by
Externí odkaz:
http://arxiv.org/abs/2402.09857
Autor:
Cao, Hao, Dougherty, Michele K., Hunt, Gregory J., Bunce, Emma J., Christensen, Ulrich R., Khurana, Krishan K., Kivelson, Margaret G.
The last 22.5 orbits of the Cassini mission brought the spacecraft to less than 3000 km from Saturn's 1-bar surface. These close encounters offered an unprecedented view of Saturn's magnetic field, including contributions from the internal dynamo, th
Externí odkaz:
http://arxiv.org/abs/2301.02756
Autor:
Bloom, Michael S.1 mbloom22@gmu.edu, Clark, Juliana M.1, Pearce, John L.2, Ferguson, Pamela L.2, Newman, Roger B.3, Roberts, James R.4, Grobman, William A.5, Sciscione, Anthony C.6, Skupski, Daniel W.7, Garcia, Kelly1, Vena, John E.2, Hunt, Kelly J.2
Publikováno v:
Environmental Health Perspectives. Sep2024, Vol. 132 Issue 9, p097001-1-097001-15. 97001p.
We propose a new class of deep reinforcement learning (RL) algorithms that model latent representations in hyperbolic space. Sequential decision-making requires reasoning about the possible future consequences of current behavior. Consequently, captu
Externí odkaz:
http://arxiv.org/abs/2210.01542
Autor:
Mostaani, E., Hunt, R. J., Thomas, D. M., Szyniszewski, M., Montblanch, A. R. P., Barbone, M., Atature, M., Drummond, N. D., Ferrari, A. C.
The photoluminescence (PL) spectra of monolayer (1L) semiconductors feature peaks ascribed to different charge-carrier complexes. We perform diffusion quantum Monte Carlo simulations of the binding energies of these complexes and examine their respon
Externí odkaz:
http://arxiv.org/abs/2209.01593
Offline reinforcement learning (RL), which aims to learn an optimal policy using a previously collected static dataset, is an important paradigm of RL. Standard RL methods often perform poorly in this regime due to the function approximation errors o
Externí odkaz:
http://arxiv.org/abs/2208.06193
Most recommender systems are myopic, that is they optimize based on the immediate response of the user. This may be misaligned with the true objective, such as creating long term user satisfaction. In this work we focus on mobile push notifications,
Externí odkaz:
http://arxiv.org/abs/2202.08812
Autor:
HUNT, EILEEN J. (AUTHOR), RYAN, M. JONATHAN (AUTHOR), ROBB, LESLIE WOLF (AUTHOR), DIXON, JOHN S. (AUTHOR), THOMASHOWER, JAMES E. (AUTHOR), MARANE, NICOLE (AUTHOR), SCHAEFFER, VICKI (AUTHOR), AMOS, EMILY DAWN (AUTHOR), SHARP, LARRY B. (AUTHOR), WOLD, WAYNE L. (AUTHOR), NEWTON, MARY (AUTHOR), SMITH, LESLIE C. (AUTHOR), MITCHELL-WALLACE, SUE (AUTHOR), SEBO, SHERYL L. (AUTHOR), DODGE, NELSON H. (AUTHOR)
Publikováno v:
American Organist Magazine. Sep2024, Vol. 58 Issue 9, p106-114. 9p.
Autor:
Rossin, Alexander J., Grillo, Federico, Francis, Stephen M., Miller, David N., Rossall, Andrew K., van den Berg, Jakob A., Hunt, Gregory J., Baddeley, Christopher J.
Publikováno v:
In Applied Surface Science 1 October 2024 669
Autor:
Sonsuphab, Khuanchanok, Toomsan, Wittawat, Soontharo, Somphong, Supanchaiyamat, Nontipa, Hunt, Andrew J., Ngernyen, Yuvarat, Nasompag, Sawinee, Kiattisaksiri, Pradabduang, Ratpukdi, Thunyalux, Siripattanakul-Ratpukdi, Sumana
Publikováno v:
In Environmental Pollution 15 September 2024 357