Biwei Dai

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All published works
Action Title Year Authors
+ PDF Chat Rubin ToO 2024: Envisioning the Vera C. Rubin Observatory LSST Target of Opportunity program 2024 Igor Andreoni
R. Margutti
John Banovetz
Sarah Greenstreet
Claire‐Alice Hébert
Tim Lister
A. Palmese
S. Piranomonte
S. J. Smartt
G. P. Smith
+ PDF Chat A comparative study of cosmological constraints from weak lensing using Convolutional Neural Networks 2024 Divij Sharma
Biwei Dai
Uroš Seljak
+ PDF Chat A comparative study of cosmological constraints from weak lensing using Convolutional Neural Networks 2024 Divij Sharma
Biwei Dai
Uroš Seljak
+ Multiscale Flow for robust and optimal cosmological analysis 2024 Biwei Dai
Uroš Seljak
+ PDF Chat A field-level emulator for modeling baryonic effects across hydrodynamic simulations 2024 Deepali Sharma
Biwei Dai
Francisco Villaescusa-Navarro
Uroš Seljak
+ Multiscale Flow for Robust and Optimal Cosmological Analysis 2023 Biwei Dai
Uroš Seljak
+ PDF Chat Snowmass 2021 Computational Frontier CompF03 Topical Group Report: Machine Learning 2022 Phiala E. Shanahan
K. Terao
Daniel Whiteson
Gert Aarts
Andreas Adelmann
N. Akchurin
Andrei Alexandru
O. Amram
Anders Andreassen
A. Apresyan
+ PDF Chat Translation and rotation equivariant normalizing flow (TRENF) for optimal cosmological analysis 2022 Biwei Dai
Uroš Seljak
+ Deterministic Langevin Monte Carlo with Normalizing Flows for Bayesian Inference 2022 Uroš Seljak
R D P Grumitt
Biwei Dai
+ The LHC Olympics 2020 a community challenge for anomaly detection in high energy physics 2021 Gregor Kasieczka
Benjamin Nachman
David Shih
O. Amram
Anders Andreassen
Kees Benkendorfer
Blaž Bortolato
G. Brooijmans
F. Canelli
Jack H. Collins
+ PDF Chat MADLens, a python package for fast and differentiable non-Gaussian lensing simulations 2021 Vanessa Böhm
Yu Feng
M.E. Lee
Biwei Dai
+ PDF Chat Learning effective physical laws for generating cosmological hydrodynamics with Lagrangian deep learning 2021 Biwei Dai
Uroš Seljak
+ The LHC Olympics 2020: A Community Challenge for Anomaly Detection in High Energy Physics 2021 Gregor Kasieczka
Benjamin Nachman
David Shih
O. Amram
Anders Andreassen
Kees Benkendorfer
Blaž Bortolato
G. Brooijmans
F. Canelli
Jack H. Collins
+ Sliced Iterative Generator. 2020 Biwei Dai
Uroš Seljak
+ PDF Chat High mass and halo resolution from fast low resolution simulations 2020 Biwei Dai
Yu Feng
Uroš Seljak
Sukhdeep Singh
+ MADLens, a python package for fast and differentiable non-Gaussian lensing simulations 2020 Vanessa Böhm
Yu Feng
Max E. Lee
Biwei Dai
+ Unsupervised in-distribution anomaly detection of new physics through conditional density estimation 2020 George Stein
Uroš Seljak
Biwei Dai
+ Sliced Iterative Normalizing Flows 2020 Biwei Dai
Uroš Seljak
+ A gradient based method for modeling baryons and matter in halos of fast simulations 2018 Biwei Dai
Yu Feng
U. Seljak
+ Around the Way: Testing ΛCDM with Milky Way Stellar Stream Constraints 2018 Biwei Dai
Brant Robertson
Piero Madau
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ PDF Chat FastPM: a new scheme for fast simulations of dark matter and haloes 2016 Yu Feng
Man-Yat Chu
Uroš Seljak
Patrick McDonald
6
+ PDF Chat Towards optimal extraction of cosmological information from nonlinear data 2017 Uroš Seljak
Grigor Aslanyan
Yu Feng
Chirag Modi
5
+ PDF Chat Weak lensing cosmology with convolutional neural networks on noisy data 2019 Dezső Ribli
Bálint Pataki
José Manuel Zorrilla Matilla
Daniel Hsu
Zoltán Haiman
István Csabai
4
+ PDF Chat CFHTLenS: cosmological constraints from a combination of cosmic shear two-point and three-point correlations 2014 Liping Fu
M. Kilbinger
T. Erben
Catherine Heymans
H. Hildebrandt
Henk Hoekstra
T. D. Kitching
Y. Mellier
L. Miller
E. Semboloni
4
+ Three-point correlations in weak lensing surveys: model predictions and applications 2003 Masahiro Takada
Bhuvnesh Jain
3
+ Likelihood Ratios for Out-of-Distribution Detection 2019 Jie Ren
Peter J. Liu
Emily Fertig
Jasper Snoek
Ryan Poplin
Mark A. DePristo
Joshua V. Dillon
Balaji Lakshminarayanan
3
+ PDF Chat DELPHES 3: a modular framework for fast simulation of a generic collider experiment 2014 J. de Favereau
C. Delaere
P. Demin
A. Giammanco
V. Lemaı̂tre
A. Mertens
M. Selvaggi
3
+ PDF Chat Learning effective physical laws for generating cosmological hydrodynamics with Lagrangian deep learning 2021 Biwei Dai
Uroš Seljak
3
+ PDF Chat Lossless, scalable implicit likelihood inference for cosmological fields 2021 T. Lucas Makinen
Tom Charnock
Justin Alsing
B. D. Wandelt
3
+ PDF Chat Cosmology constraints from shear peak statistics in Dark Energy Survey Science Verification data 2016 Tomasz Kacprzak
D. Kirk
O. Friedrich
A. Amara
Alexandre Réfrégier
L. Marian
J. P. Dietrich
E. Suchyta
J. Aleksić
David Bacon
3
+ PDF Chat A new approach to observational cosmology using the scattering transform 2020 Sihao Cheng
Yuan-Sen Ting
Brice Ménard
Joan Bruna
3
+ PDF Chat Solving large scale structure in ten easy steps with COLA 2013 Svetlin Tassev
Matías Zaldarriaga
Daniel J. Eisenstein
3
+ PDF Chat Searching for new physics with deep autoencoders 2020 Marco Farina
Yuichiro Nakai
David Shih
3
+ PDF Chat Automatic physical inference with information maximizing neural networks 2018 Tom Charnock
Guilhem Lavaux
B. D. Wandelt
3
+ Wide-Field InfrarRed Survey Telescope-Astrophysics Focused Telescope Assets WFIRST-AFTA 2015 Report 2015 David N. Spergel
N. Gehrels
C. Baltay
D. P. Bennett
James B. Breckinridge
Megan Donahue
Alan Dressler
B. Scott Gaudi
Thomas P. Greene
Olivier Guyon
3
+ PDF Chat Non-Gaussian information from weak lensing data via deep learning 2018 Arushi Gupta
José Manuel Zorrilla Matilla
Daniel Hsu
Zoltán Haiman
3
+ PDF Chat Modelling the large-scale mass density field of the universe as a function of cosmology and baryonic physics 2020 Giovanni Aricò
Raúl E. Angulo
C. Hernández‐Monteagudo
Sergio Contreras
Matteo Zennaro
Marcos Pellejero-Ibáñez
Yetli Rosas-Guevara
3
+ PDF Chat Anomaly detection with density estimation 2020 Benjamin Nachman
David Shih
3
+ PDF Chat High mass and halo resolution from fast low resolution simulations 2020 Biwei Dai
Yu Feng
Uroš Seljak
Sukhdeep Singh
3
+ PDF Chat Cosmology with cosmic shear observations: a review 2015 M. Kilbinger
3
+ PDF Chat Identifying boosted objects with N-subjettiness 2011 Jesse Thaler
Ken Van Tilburg
3
+ Stochastic Backpropagation and Approximate Inference in Deep Generative Models 2014 Danilo Jimenez Rezende
Shakir Mohamed
Daan Wierstra
3
+ A gradient based method for modeling baryons and matter in halos of fast simulations 2018 Biwei Dai
Yu Feng
U. Seljak
3
+ PDF Chat Cosmological constraints with deep learning from KiDS-450 weak lensing maps 2019 Janis Fluri
Tomasz Kacprzak
Aurélien Lucchi
Alexandre Réfrégier
A. Amara
Thomas Hofmann
Aurel Schneider
3
+ PDF Chat Bayesian physical reconstruction of initial conditions from large-scale structure surveys 2013 Jens Jasche
B. D. Wandelt
3
+ PDF Chat Normalizing Flows: An Introduction and Review of Current Methods 2020 Ivan Kobyzev
Simon J. D. Prince
Marcus A. Brubaker
3
+ Sliced Iterative Generator. 2020 Biwei Dai
Uroš Seljak
3
+ PDF Chat Weak lensing peak count as a probe of f(R) theories 2013 V. F. Cardone
S. Camera
Roberto Mainini
A. Romano
Antonaldo Diaferio
R. Maoli
R. Scaramella
2
+ Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift 2015 Sergey Ioffe
Christian Szegedy
2
+ PDF Chat KiDS-450: cosmological parameter constraints from tomographic weak gravitational lensing 2016 H. Hildebrandt
Massimo Viola
Catherine Heymans
Shahab Joudaki
Konrad Kuijken
Chris Blake
T. Erben
Benjamin Joachimi
Dominik Klaes
L. Miller
2
+ NICE: Non-linear Independent Components Estimation 2014 Laurent Dinh
David Krueger
Yoshua Bengio
2
+ PDF Chat Deep Learning Face Attributes in the Wild 2015 Ziwei Liu
Ping Luo
Xiaogang Wang
Xiaoou Tang
2
+ Density estimation using Real NVP 2016 Laurent Dinh
Jascha Sohl‐Dickstein
Samy Bengio
2
+ PDF Chat A measurement of the calorimeter response to single hadrons and determination of the jet energy scale uncertainty using LHC Run-1 pp-collision data with the ATLAS detector 2017 M. Aaboud
G. Aad
B. Abbott
J. Abdallah
O. Abdinov
B. Abeloos
R. Aben
O. S. AbouZeid
N. L. Abraham
H. Abramowicz
2
+ PDF Chat Quasi-Model-Independent Search for New High<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mrow><mml:mi>p</mml:mi></mml:mrow><mml:mrow><mml:mi>T</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math>Physics at D0 2001 B. Abbott
A. Abdesselam
M. Abolins
V. Abramov
B. S. Acharya
D. L. Adams
M. Adams
G. A. Alves
N. Amos
E. W. Anderson
2
+ LSST Science Book, Version 2.0 2009 LSST Science Collaboration
P. A. Abell
Julius Allison
Scott F. Anderson
John Andrew
J. R. P. Angel
L. Armus
David Arnett
S. J. Asztalos
T. S. Axelrod
2
+ PDF Chat Muon reconstruction performance of the ATLAS detector in proton–proton collision data at $$\sqrt{s}$$ s =13 TeV 2016 G. Aad
B. Abbott
J. Abdallah
O. Abdinov
B. Abeloos
R. Aben
M. Abolins
O. S. AbouZeid
N. L. Abraham
H. Abramowicz
2
+ PDF Chat Search for new physics in<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mi>e</mml:mi><mml:mi>μ</mml:mi><mml:mi>X</mml:mi></mml:math>data at DØ using SLEUTH: A quasi-model-independent search strategy for new physics 2000 B. Abbott
M. Abolins
V. Abramov
B. S. Acharya
D. L. Adams
M. Adams
G. A. Alves
N. Amos
E. W. Anderson
M. M. Baarmand
2
+ The Radon Cumulative Distribution Transform and Its Application to Image Classification 2015 Soheil Kolouri
Se Rim Park
Gustavo K. Rohde
2
+ PDF Chat Cosmological constraints from weak lensing peak statistics with Canada-France-Hawaii Telescope Stripe 82 Survey 2015 Xiangkun Liu
Chunling Pan
Ran Li
Huanyuan Shan
Qiuhong Wang
Liping Fu
Zuhui Fan
Jean‐Paul Kneib
Alexie Leauthaud
Ludovic Van Waerbeke
2
+ PDF Chat PYTHIA 6.4 physics and manual 2006 Torbjörn Sjöstrand
S. Mrenna
Peter Skands
2
+ The DESI Experiment Part I: Science,Targeting, and Survey Design 2016 Amir Aghamousa
Jessica Aguilar
Steve Ahlen
Shadab Alam
Lori Allen
Carlos Prieto
J. Annis
S. Bailey
Christophe Balland
O. Ballester
2
+ On hypothesis testing, trials factor, hypertests and the BumpHunter 2011 G. Choudalakis
2
+ PDF Chat Weak gravitational lensing 2001 Matthias Bartelmann
Peter Schneider
2
+ PDF Chat Statistics of Dark Matter Halos from Gravitational Lensing 2000 Bhuvnesh Jain
Ludovic Van Waerbeke
2
+ PDF Chat Group Invariant Scattering 2012 Stéphane Mallat
2
+ Improving neural networks by preventing co-adaptation of feature detectors 2012 Geoffrey E. Hinton
Nitish Srivastava
Alex Krizhevsky
Ilya Sutskever
Ruslan Salakhutdinov
2
+ A general search for new phenomena at HERA 2009 F. D. Aaron
C. Alexa
Vladimir Andreev
B. Antunović
S. Aplin
A. Asmone
A. Astvatsatourov
S. Backović
A. Baghdasaryan
E. Barrelet
2
+ PDF Chat Dark energy and matter evolution from lensing tomography 2002 Wayne Hu
2
+ PDF Chat Cosmological constraints from the capture of non-Gaussianity in weak lensing data 2012 S. Pires
Adrienne Leonard
Jean‐Luc Starck
2