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https://doi.org/10.1093/mnras/stab711

The Exotic Type Ic Broad-lined Supernova SN 2018gep: Blurring the Line between Supernovae and Fast Optical Transients

T. A. Pritchard, Katarzyna Bensch, Maryam Modjaz, Marc Williamson, Christina C. Thöne, J. Vinkó, Federica B. Bianco, K. Azalee Bostroem, Jamison Burke, Rubén García-Benito, L. Galbany, Daichi Hiramatsu, D. Andrew Howell, Luca Izzo, D. Alexander Kann, Curtis McCully, Craig Pellegrino, Antonio de Ugarte Postigo, Stefano Valenti, Xiaofeng Wang, J. C. Wheeler, Danfeng Xiang, K. Sárneczky, A. Bódi, B. Cseh, et al.
The Astrophysical Journal 915 (2) 121 (2021)
https://doi.org/10.3847/1538-4357/ac00bc

The environment of QSO triplets at 1 ≲ z ≲ 1.5

Marcelo C Vicentin, Pablo Araya-Araya, Laerte Sodré, Roderik Overzier, Eleazar R Carrasco and Hector Cuevas
Monthly Notices of the Royal Astronomical Society 503 (1) 1507 (2021)
https://doi.org/10.1093/mnras/stab520

Flat rotation curves of z ∼ 1 star-forming galaxies

Gauri Sharma, Paolo Salucci, C M Harrison, Glenn van de Ven and Andrea Lapi
Monthly Notices of the Royal Astronomical Society 503 (2) 1753 (2021)
https://doi.org/10.1093/mnras/stab249

The miniJPAS survey: Photometric redshift catalogue

A. Hernán-Caballero, J. Varela, C. López-Sanjuan, D. Muniesa, T. Civera, J. Chaves-Montero, L. A. Díaz-García, J. Laur, C. Hernández-Monteagudo, R. Abramo, R. Angulo, D. Cristóbal-Hornillos, R. M. González Delgado, N. Greisel, A. Orsi, C. Queiroz, D. Sobral, A. Tamm, E. Tempel, H. Vázquez-Ramió, J. Alcaniz, N. Benítez, S. Bonoli, S. Carneiro, J. Cenarro, et al.
Astronomy & Astrophysics 654 A101 (2021)
https://doi.org/10.1051/0004-6361/202141236

Classifying stars, galaxies, and AGNs in CLAUDS + HSC-SSP using gradient boosted decision trees

Anneya Golob, Marcin Sawicki, Andy D Goulding and Jean Coupon
Monthly Notices of the Royal Astronomical Society 503 (3) 4136 (2021)
https://doi.org/10.1093/mnras/stab719

Synergies between low- and intermediate-redshift galaxy populations revealed with unsupervised machine learning

Sebastian Turner, Malgorzata Siudek, Samir Salim, Ivan K Baldry, Agnieszka Pollo, Steven N Longmore, Katarzyna Malek, Chris A Collins, Paulo J Lisboa, Janusz Krywult, Thibaud Moutard, Daniela Vergani and Alexander Fritz
Monthly Notices of the Royal Astronomical Society 503 (2) 3010 (2021)
https://doi.org/10.1093/mnras/stab653

Universal Conditional Distribution Function of [O ii] Luminosity of Galaxies, and Prediction for the [O ii] Luminosity Function at Redshift z < 3

Hongyu Gao and Y. P. Jing
The Astrophysical Journal 908 (1) 43 (2021)
https://doi.org/10.3847/1538-4357/abd40f

The WaZP galaxy cluster sample of the dark energy survey year 1

M Aguena, C Benoist, L N da Costa, R L C Ogando, J Gschwend, H B Sampaio-Santos, M Lima, M A G Maia, S Allam, S Avila, D Bacon, E Bertin, S Bhargava, D Brooks, A Carnero Rosell, M Carrasco Kind, J Carretero, M Costanzi, J De Vicente, S Desai, H T Diehl, P Doel, S Everett, A E Evrard, I Ferrero, et al.
Monthly Notices of the Royal Astronomical Society 502 (3) 4435 (2021)
https://doi.org/10.1093/mnras/stab264

The ASTRODEEP-GS43 catalogue: New photometry and redshifts for the CANDELS GOODS-South field

E. Merlin, M. Castellano, P. Santini, et al.
Astronomy & Astrophysics 649 A22 (2021)
https://doi.org/10.1051/0004-6361/202140310

Optically detected galaxy cluster candidates in the AKARI North Ecliptic Pole field based on photometric redshift from the Subaru Hyper Suprime-Cam

Ting-Chi Huang, Hideo Matsuhara, Tomotsugu Goto, Daryl Joe D Santos, Simon C-C Ho, Seong Jin Kim, Tetsuya Hashimoto, Hiroyuki Ikeda, Nagisa Oi, Matthew A Malkan, William J Pearson, Agnieszka Pollo, Stephen Serjeant, Hyunjin Shim, Takamitsu Miyaji, Ho Seong Hwang, Anna Durkalec, Artem Poliszczuk, Thomas R Greve, Chris Pearson, Yoshiki Toba, Dongseob Lee, Helen K Kim, Sune Toft, Woong-Seob Jeong and Umi Enokidani
Monthly Notices of the Royal Astronomical Society 506 (4) 6063 (2021)
https://doi.org/10.1093/mnras/stab2128

The evolution of merger fraction of galaxies at z < 0.6 depending on the star formation mode in the AKARI NEP-Wide Field

Eunbin Kim, Ho Seong Hwang, Woong-Seob Jeong, Seong Jin Kim, Denis Burgarella, Tomotsugu Goto, Tetsuya Hashimoto, Young-Soo Jo, Jong Chul Lee, Matthew Malkan, Chris Pearson, Hyunjin Shim, Yoshiki Toba, Simon C-C Ho, Daryl Joe Santos, Hiroyuki Ikeda, Helen K Kim, Takamitsu Miyaji, Hideo Matsuhara, Nagisa Oi, Toshinobu Takagi and Ting-Wen Wang
Monthly Notices of the Royal Astronomical Society 507 (3) 3113 (2021)
https://doi.org/10.1093/mnras/stab2090

The Evolving Interstellar Medium of Star-forming Galaxies, as Traced by Stardust*

Vasily I. Kokorev, Georgios E. Magdis, Iary Davidzon, Gabriel Brammer, Francesco Valentino, Emanuele Daddi, Laure Ciesla, Daizhong Liu, Shuowen Jin, Isabella Cortzen, Ivan Delvecchio, Clara Giménez-Arteaga, Carlos Gómez-Guijarro, Mark Sargent, Sune Toft and John R. Weaver
The Astrophysical Journal 921 (1) 40 (2021)
https://doi.org/10.3847/1538-4357/ac18ce

Using a Neural Network Classifier to Select Galaxies with the Most Accurate Photometric Redshifts

Adam Broussard and Eric Gawiser
The Astrophysical Journal 922 (2) 153 (2021)
https://doi.org/10.3847/1538-4357/ac2147

gzK-colour-selected star-forming galaxies in the AKARI NEP-Deep Field

Hyunjong Seo, Woong-Seob Jeong, Hyunjin Shim, et al.
Monthly Notices of the Royal Astronomical Society 502 (2) 1933 (2021)
https://doi.org/10.1093/mnras/stab052

Comparison of Observed Galaxy Properties with Semianalytic Model Predictions Using Machine Learning

Melanie Simet, Nima Chartab, Yu Lu and Bahram Mobasher
The Astrophysical Journal 908 (1) 47 (2021)
https://doi.org/10.3847/1538-4357/abd179

ALMA Lensing Cluster Survey: An ALMA Galaxy Signposting a MUSE Galaxy Group at z = 4.3 Behind “El Gordo”

K. I. Caputi, G. B. Caminha, S. Fujimoto, K. Kohno, F. Sun, E. Egami, S. Deshmukh, F. Tang, Y. Ao, L. Bradley, D. Coe, D. Espada, C. Grillo, B. Hatsukade, K. K. Knudsen, M. M. Lee, G. E. Magdis, K. Morokuma-Matsui, P. Oesch, M. Ouchi, P. Rosati, H. Umehata, F. Valentino, E. Vanzella, W.-H. Wang, et al.
The Astrophysical Journal 908 (2) 146 (2021)
https://doi.org/10.3847/1538-4357/abd4d0

Probing Intra-Halo Light with Galaxy Stacking in CIBER Images

Yun-Ting Cheng, Toshiaki Arai, Priyadarshini Bangale, James J. Bock, Tzu-Ching Chang, Asantha Cooray, Richard M. Feder, Phillip M. Korngut, Dae Hee Lee, Lunjun Liu, Toshio Matsumoto, Shuji Matsuura, Chi H. Nguyen, Kei Sano, Kohji Tsumura and Michael Zemcov
The Astrophysical Journal 919 (2) 69 (2021)
https://doi.org/10.3847/1538-4357/ac0f5b

Photometric Redshifts With Machine Learning, Lights and Shadows on a Complex Data Science Use Case

Massimo Brescia, Stefano Cavuoti, Oleksandra Razim, et al.
Frontiers in Astronomy and Space Sciences 8 (2021)
https://doi.org/10.3389/fspas.2021.658229

Less and more IGM-transmitted galaxies from z ∼ 2.7 to z ∼ 6 from VANDELS and VUDS

R. Thomas, L. Pentericci, O. Le Fèvre, et al.
Astronomy & Astrophysics 650 A63 (2021)
https://doi.org/10.1051/0004-6361/202038438

The effect of emission lines on the performance of photometric redshift estimation algorithms

Géza Csörnyei, László Dobos and István Csabai
Monthly Notices of the Royal Astronomical Society 502 (4) 5762 (2021)
https://doi.org/10.1093/mnras/stab261

Core-collapse, superluminous, and gamma-ray burst supernova host galaxy populations at low redshift: the importance of dwarf and starbursting galaxies

K Taggart and D A Perley
Monthly Notices of the Royal Astronomical Society 503 (3) 3931 (2021)
https://doi.org/10.1093/mnras/stab174

Evolution of the galaxy stellar mass function: evidence for an increasing M* from z = 2 to the present day

N J Adams, R A A Bowler, M J Jarvis, B Häußler and C D P Lagos
Monthly Notices of the Royal Astronomical Society 506 (4) 4933 (2021)
https://doi.org/10.1093/mnras/stab1956

Introducing the NEWHORIZON simulation: Galaxy properties with resolved internal dynamics across cosmic time

Yohan Dubois, Ricarda Beckmann, Frédéric Bournaud, Hoseung Choi, Julien Devriendt, Ryan Jackson, Sugata Kaviraj, Taysun Kimm, Katarina Kraljic, Clotilde Laigle, Garreth Martin, Min-Jung Park, Sébastien Peirani, Christophe Pichon, Marta Volonteri and Sukyoung K. Yi
Astronomy & Astrophysics 651 A109 (2021)
https://doi.org/10.1051/0004-6361/202039429

The first Hubble diagram and cosmological constraints using superluminous supernovae

C Inserra, M Sullivan, C R Angus, E Macaulay, R C Nichol, M Smith, C Frohmaier, C P Gutiérrez, M Vicenzi, A Möller, D Brout, P J Brown, T M Davis, C B D’Andrea, L Galbany, R Kessler, A G Kim, Y-C Pan, M Pursiainen, D Scolnic, B P Thomas, P Wiseman, T M C Abbott, J Annis, S Avila, et al.
Monthly Notices of the Royal Astronomical Society 504 (2) 2535 (2021)
https://doi.org/10.1093/mnras/stab978

The 2175 Å Dust Feature in Star-forming Galaxies at 1.3 ≤ z ≤ 1.8: The Dependence on Stellar Mass and Specific Star Formation Rate

Daichi Kashino, Simon J. Lilly, John D. Silverman, Alvio Renzini, Emanuele Daddi, Sandro Bardelli, Olga Cucciati, Jeyhan S. Kartaltepe, Vincenzo Mainieri, Roser Pelló, Ying-jie Peng, David B. Sanders and Elena Zucca
The Astrophysical Journal 909 (2) 213 (2021)
https://doi.org/10.3847/1538-4357/abdf62

First constraints on the AGN X-ray luminosity function at z ~ 6 from an eROSITA-detected quasar

J. Wolf, K. Nandra, M. Salvato, et al.
Astronomy & Astrophysics 647 A5 (2021)
https://doi.org/10.1051/0004-6361/202039724

Environmental Dependence of Galactic Properties Traced by Lyα Forest Absorption: Diversity among Galaxy Populations

Rieko Momose, Kazuhiro Shimasaku, Nobunari Kashikawa, Kentaro Nagamine, Ikkoh Shimizu, Kimihiko Nakajima, Yasunori Terao, Haruka Kusakabe, Makoto Ando, Kentaro Motohara and Lee Spitler
The Astrophysical Journal 909 (2) 117 (2021)
https://doi.org/10.3847/1538-4357/abd2af