Alert button
Picture for Alberto Krone-Martins

Alberto Krone-Martins

Alert button

The LSST Dark Energy Science Collaboration and the COIN collaboration

Fast emulation of cosmological density fields based on dimensionality reduction and supervised machine-learning

Add code
Bookmark button
Alert button
Apr 12, 2023
Miguel Conceição, Alberto Krone-Martins, Antonio da Silva, Ángeles Moliné

Figure 1 for Fast emulation of cosmological density fields based on dimensionality reduction and supervised machine-learning
Figure 2 for Fast emulation of cosmological density fields based on dimensionality reduction and supervised machine-learning
Figure 3 for Fast emulation of cosmological density fields based on dimensionality reduction and supervised machine-learning
Figure 4 for Fast emulation of cosmological density fields based on dimensionality reduction and supervised machine-learning
Viaarxiv icon

From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation

Add code
Bookmark button
Alert button
Mar 15, 2023
Quanfeng Xu, Shiyin Shen, Rafael S. de Souza, Mi Chen, Renhao Ye, Yumei She, Zhu Chen, Emille E. O. Ishida, Alberto Krone-Martins, Rupesh Durgesh

Figure 1 for From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation
Figure 2 for From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation
Figure 3 for From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation
Figure 4 for From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation
Viaarxiv icon

Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients

Add code
Bookmark button
Alert button
Oct 26, 2020
Noble Kennamer, Emille E. O. Ishida, Santiago Gonzalez-Gaitan, Rafael S. de Souza, Alexander Ihler, Kara Ponder, Ricardo Vilalta, Anais Moller, David O. Jones, Mi Dai, Alberto Krone-Martins, Bruno Quint, Sreevarsha Sreejith, Alex I. Malz, Lluis Galbany

Figure 1 for Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients
Figure 2 for Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients
Figure 3 for Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients
Figure 4 for Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients
Viaarxiv icon