Tomasz Kacprzak

20 papers C 1Journal 15Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Dark Energy Survey Year 3 results: Simulation-based CoRR Arne Thomsen, J. Bucko, Tomasz Kacprzak, V. Ajani, Janis Fluri, Alexandre Refregier, Dhayaa Anbajagane, Francisco J. Castander, A. Ferté, M. Gatti, N. Jeffrey, A. Alarcon, A. Amon, Keith C. Bechtol, M. R. Becker, Gary M. Bernstein, A. Campos, Aurelio Carnero Rosell, Chihway Chang, R. Chen, A. Choi, Martín Crocce, C. Davis, J. DeRose, Scott Dodelson, C. Doux, K. Eckert, J. Elvin-Poole, S. Everett, Pablo Fosalba, Daniel Gruen, I. Harrison, Ken Herner, E. M. Huff, Michael J. Jarvis, Nikolay Kuropatkin, Pierre-François Léget, N. MacCrann, J. McCullough, J. Myles, A. Navarro-Alsina, S. Pandey, Anna Porredon, J. Prat, M. Raveri, M. Rodriguez-Monroy, R. P. Rollins, Aaron Roodman, Eli S. Rykoff, Carles Sánchez, L. F. Secco, Erin Sheldon, T. Shin, M. A. Troxel, Isaac Tutusaus, T. N. Varga, Noah Weaverdyck, Risa H. Wechsler, Brian Yanny, B. Yin, Y. Zhang, Joe Zuntz, Sahar Allam, F. Andrade-Oliveira, D. Bacon, J. Blazek, David D. Brooks, R. Camilleri, Jorge Carretero, R. Cawthon, Luiz Nicolaci da Costa, M. E. da Silva Pereira, Tamara M. Davis, Juan de Vicente, Shantanu Desai, Peter Doel, Juan García-Bellido, Gaston R. Gutiérrez, Samuel R. Hinton, Devon L. Hollowood, Klaus Honscheid, David J. James, Kyler W. Kuehn, Ofer Lahav, S. Lee, Jennifer L. Marshall, J. Mena-Fernández, Felipe Menanteau, Ramon Miquel, J. Muir, R. L. C. Ogando, Andrés Alejandro Plazas Malagón, Eusebio Sánchez, D. Sanchez Cid, Ignacio Sevilla-Noarbe, M. Smith, Eric Suchyta, Mollye E. C. Swanson, D. Thomas, C. To, Douglas L. Tucker
2025	J	`jnl`	Scalable Approximate Algorithms for Optimal Transport Linear Models. CoRR Tomasz Kacprzak, Francois Kamper, Michael Weiss, Gianluca Janka, Ann M. Dillner, Satoshi Takahama
2023	J	`jnl`	Constructing Impactful Machine Learning Research for Astronomy: Best Practices for Researchers and Reviewers. CoRR Daniela Huppenkothen, Michelle Ntampaka, M. Ho, M. Fouesneau, Brian Nord, Joshua E. G. Peek, Mike Walmsley, John F. Wu, Camille Avestruz, Tobias Buck, M. Brescia, D. P. Finkbeiner, Andy D. Goulding, Tomasz Kacprzak, Peter Melchior, M. Pasquato, Nesar Ramachandra, Yuan-Sen Ting, G. van de Ven, S. Villar, V. A. Villar, Elad Zinger
2022	J	`jnl`	Cosmology from Galaxy Redshift Surveys with PointNet. CoRR Sotiris Anagnostidis, Arne Thomsen, Tomasz Kacprzak, Tilman Tröster, Luca Biggio, Alexandre Refregier, Thomas Hofmann
2022	J	`jnl`	DeepLSS: breaking parameter degeneracies in large scale structure with deep learning analysis of combined probes. CoRR Tomasz Kacprzak, Janis Fluri
2021	J	`jnl`	Emulation of Cosmological Mass Maps with Conditional Generative Adversarial Networks. Frontiers Artif. Intell. Nathanaël Perraudin, Sandro Marcon, Aurélien Lucchi, Tomasz Kacprzak
2021	J	`jnl`	Predicting cosmological observables with PyCosmo. Astron. Comput. Federica Tarsitano, Uwe Schmitt, Alexandre Refregier, Janis Fluri, Raphaël Sgier, Andrina Nicola, Jörg Herbel, Adam Amara, Tomasz Kacprzak, Lavinia Heisenberg
2020	J	`jnl`	Emulation of cosmological mass maps with conditional generative adversarial networks. CoRR Nathanaël Perraudin, Sandro Marcon, Aurélien Lucchi, Tomasz Kacprzak
2019	J	`jnl`	Cosmological N-body simulations: a challenge for scalable generative models. CoRR Nathanaël Perraudin, Ankit Srivastava, Aurélien Lucchi, Tomasz Kacprzak, Thomas Hofmann, Alexandre Réfrégier
2019	J	`jnl`	DeepSphere: Efficient spherical convolutional neural network with HEALPix sampling for cosmological applications. Astron. Comput. Nathanaël Perraudin, Michaël Defferrard, Tomasz Kacprzak, Raphaël Sgier
2019	J	`jnl`	DeepSphere: towards an equivariant graph-based spherical CNN. CoRR Michaël Defferrard, Nathanaël Perraudin, Tomasz Kacprzak, Raphaël Sgier
2018	J	`jnl`	DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications. CoRR Nathanaël Perraudin, Michaël Defferrard, Tomasz Kacprzak, Raphaël Sgier
2015	J	`jnl`	GalSim: The modular galaxy image simulation toolkit. Astron. Comput. Barnaby T. P. Rowe, Michael J. Jarvis, Rachel Mandelbaum, Gary M. Bernstein, James F. Bosch, Melanie Simet, Joshua E. Meyers, Tomasz Kacprzak, Reiko Nakajima, Joe Zuntz, Hironao Miyatake, Jörg P. Dietrich, R. Armstrong, Peter Melchior, Mandeep S. Gill
2013	C	`conf`	Analysis of the influence of radio beacon placement on the accuracy of indoor positioning system. FedCSIS Krzysztof Piwowarczyk, Piotr Korbel, Tomasz Kacprzak
2012	J	`jnl`	Optimization of overlay distributed computing systems for multiple classifier system - heuristic approach. Log. J. IGPL Tomasz Kacprzak, Krzysztof Walkowiak, Michal Wozniak
2010	—	`conf`	GRASP Algorithm for Optimization of Grids for Multiple Classifier System. SOCO Tomasz Kacprzak, Krzysztof Walkowiak, Michal Wozniak
2008	—	`conf`	Use of neural networks for design of geolocation system in indoor applications. ISWPC Maciej Rutecki, Tomasz Kacprzak
2001	—	`conf`	Cellular neural network based weighted median filter for real time image processing. ICIP (1) Jacek Kowalski, Tomasz Kacprzak
1998	—	`conf`	Multiple-input transconductance CMOS amplifier for implementation in continuously programmable cellular neural networks. ICECS Tomasz Kacprzak
1988	J	`jnl`	Analysis of oscillatory metastable operation of an RS flip-flop. IEEE J. Solid State Circuits Tomasz Kacprzak