BN
B. Nord
astro-ph.COastro-ph.IMastro-ph.GAcs.LGcs.AIastro-ph.HEcs.CVstat.MLhep-phastro-ph.SR
On Valency
published · living versionsW_b7ys4b3s·v1 · currentpublished
Dark Energy Survey Year 1 Results: Cross-Correlation Redshifts in the DES – Calibration of the Weak Lensing Source Redshift Distributions
with C. Davis, M. Gatti, P. Vielzeuf, R. Cawthon +79
1 version
W_6gyhc5ze·v1published
W_7uvechvs·v1published
W_c4syvjnq·v1published
Preprints & journals
175 papers in the corpus · 2006–2026Strong Lensing Cosmology with Population-level Calibrated Neural Ratio Estimation2608.23534v1 · Sreevani Jarugula, Brian D. Nord, Aleksandra 'Ciprijanovi'c et al.2026 · 0 citationsarXiv
Dark Energy Survey Year 6 Results: Cosmological Constraints from Galaxy Clustering and Weak Lensing2601.14559v2 · T. M. C. Abbott, M. Adamow, M. Aguena et al.2026 · 0 citationsarXiv
Automating Sensor Characterization with Bayesian Optimization2509.21661v2 · J. Cuevas-Zepeda, C. Chavez, J. Estrada et al.2025 · 0 citationsarXiv
On the Need to Align Intent and Implementation in Uncertainty Quantification for Machine Learning2506.03037v1 · Shubhendu Trivedi, Brian D. Nord2025 · 0 citationsarXiv
Discovering Strong Gravitational Lenses in the Dark Energy Survey with Interactive Machine Learning and Crowd-sourced Inspection with Space Warps2501.15679v2 · J. Gonzalez, P. Holloway, T. Collett et al.2025 · 2 citationsarXiv
SIDDA: SInkhorn Dynamic Domain Adaptation for Image Classification with Equivariant Neural Networks2501.14048v2 · Sneh Pandya, Purvik Patel, Brian D. Nord et al.2025 · 3 citationsarXiv
Deep inference of simulated strong lenses in ground-based surveys2501.08524v2 · Jason Poh, Ashwin Samudre, Aleksandra 'Ciprijanovi'c et al.2025 · 3 citationsJCAP 05 (2025) 053
DeepUQ: Assessing the Aleatoric Uncertainties from two Deep Learning Methods2411.08587v1 · Rebecca Nevin, Aleksandra 'Ciprijanovi'c, Brian D. Nord2024 · 1 citationarXiv
Neural Network Prediction of Strong Lensing Systems with Domain Adaptation and Uncertainty Quantification2411.03334v3 · Shrihan Agarwal, Aleksandra 'Ciprijanovi'c, Brian D. Nord2024 · 1 citationarXiv
Domain-Adaptive Neural Posterior Estimation for Strong Gravitational Lens Analysis2410.16347v1 · Paxson Swierc, Marcos Tamargo-Arizmendi, Aleksandra 'Ciprijanovi'c et al.2024 · 1 citationarXiv
Symmetry-Based Structured Matrices for Efficient Approximately Equivariant Networks2409.11772v2 · Ashwin Samudre, Mircea Petrache, Brian D. Nord et al.2024 · 0 citationsarXiv
Population-level Dark Energy Constraints from Strong Gravitational Lensing using Simulation-Based Inference2407.17292v1 · Sreevani Jarugula, Brian Nord, Abhijith Gandrakota et al.2024 · 0 citationsarXiv
DeepSurveySim: Simulation Software and Benchmark Challenges for Astronomical Observation Scheduling2312.09092v1 · Maggie Voetberg, Brian Nord2023 · 0 citationsarXiv
Self-Driving Telescopes: Autonomous Scheduling of Astronomical Observation Campaigns with Offline Reinforcement Learning2311.18094v1 · Franco Terranova, M. Voetberg, Brian Nord et al.2023 · 2 citationsarXiv
Domain Adaptation for Measurements of Strong Gravitational Lenses2311.17238v1 · Paxson Swierc, Megan Zhao, Aleksandra 'Ciprijanovi'c et al.2023 · 0 citationsarXiv
Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets2311.01588v3 · Andrea Roncoli, Aleksandra 'Ciprijanovi'c, Maggie Voetberg et al.2023 · 3 citationsarXiv
Constructing Impactful Machine Learning Research for Astronomy: Best Practices for Researchers and Reviewers2310.12528v1 · D. Huppenkothen, M. Ntampaka, M. Ho et al.2023 · 2 citationsarXiv
WavPool: A New Block for Deep Neural Networks2306.08734v1 · Samuel D. McDermott, M. Voetberg, Brian Nord2023 · 0 citationsarXiv
The Dark Energy Survey Six-Year Calibration Star Catalog2305.01695v1 · E. S. Rykoff, D. L. Tucker, D. L. Burke et al.2023 · 10 citationsarXiv
DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection2302.02005v2 · A. 'Ciprijanovi'c, A. Lewis, K. Pedro et al.2023 · 19 citationsarXiv
Neural Inference of Gaussian Processes for Time Series Data of Quasars2211.10305v1 · Egor Danilov, Aleksandra 'Ciprijanovi'c, Brian Nord2022 · 1 citationarXiv
DIGS: Deep Inference of Galaxy Spectra with Neural Posterior Estimation2211.09126v1 · Gourav Khullar, Brian Nord, Aleksandra Ciprijanovic et al.2022 · 15 citationsarXiv
Strong Lensing Parameter Estimation on Ground-Based Imaging Data Using Simulation-Based Inference2211.05836v1 · Jason Poh, Ashwin Samudre, Aleksandra 'Ciprijanovi'c et al.2022 · 2 citationsarXiv
Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection2211.00677v3 · Aleksandra 'Ciprijanovi'c, Ashia Lewis, Kevin Pedro et al.2022 · 4 citationsarXiv
A robust estimator of mutual information for deep learning interpretability2211.00024v2 · Davide Piras, Hiranya V. Peiris, Andrew Pontzen et al.2022 · 23 citationsMachine Learning: Science and Technology, Volume 4, Number 2, 025006, April 2023
Noise2Astro: Astronomical Image Denoising With Self-Supervised NeuralNetworks2209.07071v1 · Yunchong Zhang, Brian Nord, Amanda Pagul et al.2022 · 8 citationsRes. Notes AAS 6 187 (2022)
Interpretable Uncertainty Quantification in AI for HEP2208.03284v3 · Thomas Y. Chen, Biprateep Dey, Aishik Ghosh et al.2022 · 11 citationsarXiv
Estimating Cosmological Constraints from Galaxy Cluster Abundance using Simulation-Based Inference2208.00134v1 · Moonzarin Reza, Yuanyuan Zhang, Brian Nord et al.2022 · 4 citationsarXiv
DeepZipper II: Searching for Lensed Supernovae in Dark Energy Survey Data with Deep Learning2204.05924v2 · Robert Morgan, B. Nord, K. Bechtol et al.2022 · 6 citationsarXiv
KilonovaNet: Surrogate Models of Kilonova Spectra with Conditional Variational Autoencoders2204.00285v1 · Kamilė Lukosiūtė, Geert Raaijmakers, Zoheyr Doctor et al.2022 · 17 citationsarXiv
Policing and Gatekeeping in STEM2203.11508v2 · Apriel K Hodari, Shayna B Krammes, Chanda Prescod-Weinstein et al.2022 · 2 citationsarXiv
Power Dynamics in Physics2203.11513v2 · Apriel K Hodari, Shayna B Krammes, Chanda Prescod-Weinstein et al.2022 · 2 citationsarXiv
Informal Socialization in Physics Training2203.11518v2 · Apriel K Hodari, Shayna B Krammes, Chanda Prescod-Weinstein et al.2022 · 3 citationsarXiv
How to Read the Snowmass White Papers on Power Dynamics in Physics, Informal Socialization in Physics Training, and Policing and Gatekeeping in STEM2203.11523v2 · Apriel K Hodari, Shayna B Krammes, Chanda Prescod-Weinstein et al.2022 · 1 citationarXiv
Learning Representation for Bayesian Optimization with Collision-free Regularization2203.08656v1 · Fengxue Zhang, Brian Nord, Yuxin Chen2022 · 0 citationsarXiv
Discovering the building blocks of dark matter halo density profiles with neural networks2203.08827v2 · Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen et al.2022 · 22 citationsarXiv
Machine Learning and Cosmology2203.08056v1 · Cora Dvorkin, Siddharth Mishra-Sharma, Brian Nord et al.2022 · 14 citationsarXiv
Data Preservation for Cosmology2203.08113v1 · Marcelo Alvarez, Stephen Bailey, Deborah Bard et al.2022 · 2 citationsarXiv
DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification2112.14299v3 · Aleksandra 'Ciprijanovi'c, Diana Kafkes, Gregory Snyder et al.2021 · 20 citationsarXiv
DeepZipper: A Novel Deep Learning Architecture for Lensed Supernovae Identification2112.01541v2 · Robert Morgan, B. Nord, K. Bechtol et al.2021 · 13 citationsarXiv
Building Trustworthy Machine Learning Models for Astronomy2111.14566v1 · Michelle Ntampaka, Matthew Ho, Brian Nord2021 · 1 citationarXiv
Robustness of deep learning algorithms in astronomy -- galaxy morphology studies2111.00961v2 · A. 'Ciprijanovi'c, D. Kafkes, G. N. Perdue et al.2021 · 6 citationsarXiv
The DES Bright Arcs Survey: Candidate Strongly Lensed Galaxy Systems from the Dark Energy Survey 5,000 Sq. Deg. Footprint2110.02418v2 · J. H. O'Donnell, R. D. Wilkinson, H. T. Diehl et al.2021 · 15 citationsarXiv
Finding quadruply imaged quasars with machine learning. I. Methods2109.09781v1 · A. Akhazhanov, A. More, A. Amini et al.2021 · 12 citationsarXiv
DeepGhostBusters: Using Mask R-CNN to Detect and Mask Ghosting and Scattered-Light Artifacts from Optical Survey Images2109.08246v1 · Dimitrios Tanoglidis, Aleksandra 'Ciprijanovi'c, Alex Drlica-Wagner et al.2021 · 25 citationsarXiv
SkyPy: A package for modelling the Universe2109.06172v1 · Adam Amara, Lucia F. de la Bella, Simon Birrer et al.2021 · 15 citationsarXiv
Expediting DECam Multimessenger Counterpart Searches with Convolutional Neural Networks2106.11315v3 · Adam Shandonay, Robert Morgan, Keith Bechtol et al.2021 · 4 citationsarXiv
Unsupervised Resource Allocation with Graph Neural Networks2106.09761v1 · Miles Cranmer, Peter Melchior, Brian Nord2021 · 8 citationsarXiv
A Machine Learning Approach to the Detection of Ghosting and Scattered Light Artifacts in Dark Energy Survey Images2105.10524v1 · Chihway Chang, Alex Drlica-Wagner, Stephen M. Kent et al.2021 · 11 citationsarXiv
Ten simple rules to cultivate transdisciplinary collaboration in data science.33983959 · Sahneh, Faryad, Balk, Meghan A, Kisley, Marina et al.2021 · 17 citationsPLoS computational biology. 2021;17(5):e1008879
Career total: 285 works. 175 are in this corpus.Showing the 50 most recent.
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