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Siddharth Mishra-Sharma

massachusetts institute of technology

21H指数
86论文数
2.1K被引数
收录论文 17
发表时间
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How DREAMS Are Made: Emulating Satellite Galaxy and Subhalo Populations with Diffusion Models and Point Clouds如何实现梦想: 使用扩散模型和点云模拟卫星星系和亚光环种群
errThe Astrophysical Journal
IF0
err2026-01-30
err0
errOAAI
errTri Nguyen; Francisco Villaescusa-Navarro; Siddharth Mishra-Sharma; Carolina Cuesta-Lazaro; Paul Torrey; Arya Farahi; Alex M. Garcia; Jonah C. Rose; Stephanie O’Neil; Mark Vogelsberger; Xuejian Shen; Cian Roche; Daniel Anglés-Alcázar; Nitya Kallivayalil; Julian B. Muñoz; Francis-Yan Cyr-Racine; Sandip Roy; Lina Necib; Kassidy E. Kollmann
err分享
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Detecting model misspecification in cosmology with scale-dependent normalizing flows利用尺度依赖归一化流检测宇宙学中的模型误设
errMachine Learning: Science and Technology
IF0
err2025-10-27
err0
errOAAI
errAizhan Akhmetzhanova; Carolina Cuesta-Lazaro; Siddharth Mishra-Sharma
err分享
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Emulating dark matter halo merger trees with graph generative models使用图生成模型模拟暗物质晕合并树
errMONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
IF4.8
err2025-10-01
err0
errOAAI
errNguyen, Tri; Modi, Chirag; Mishra-Sharma, Siddharth; Yung, L. Y. Aaron; Somerville, Rachel S.
err分享
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Trial by FIRE: probing the dark matter density profile of dwarf galaxies with GraphNPETrial by FIRE: 探测矮星系暗物质密度剖面的GraphNPE
errMONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
IF4.8
err2025-08-01
err1
errOAAI
errNguyen, Tri; Read, Justin; Necib, Lina; Mishra-Sharma, Siddharth; Faucher-Giguere, Claude-Andre; Wetzel, Andrew; Starkenburg, Tjitske K.
err分享
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A generative modeling approach to reconstructing 21 cm tomographic data
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2025-02-14
err1
errOAAI
errSabti, Nashwan; Sudha, Ram Purandhar Reddy; Munoz, Julian B.; Mishra-Sharma, Siddharth; Youn, Taewook
err分享
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Maven: a multimodal foundation model for supernova scienceMaven: 超新星科学的多模态基础模型
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-12-19
err0
errOAAI
errZhang, Gemma; Helfer, Thomas; Gagliano, Alexander T.; Mishra-Sharma, Siddharth; Villar, V. Ashley
err分享
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Data compression and inference in cosmology with self-supervised machine learning
errMONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
IF4.8
err2023-11-27
err4
errOAAI
errAkhmetzhanova, Aizhan; Mishra-Sharma, Siddharth; Dvorkin, Cora
err分享
err收藏
Inferring subhalo effective density slopes from strong lensing observations with neural likelihood-ratio estimation
errMONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
IF4.8
err2022-10-20
err7
errOAAI
errZhang, Gemma; Mishra-Sharma, Siddharth; Dvorkin, Cora
err分享
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Snowmass2021 theory frontier white paper: Astrophysical and cosmological probes of dark matter
errJOURNAL OF HIGH ENERGY ASTROPHYSICS
IF10.5
err2022-08-01
err30
errOAAI
errBoddy, Kimberly K.; Lisanti, Mariangela; McDermott, Samuel D.; Rodd, Nicholas L.; Weniger, Christoph; Ali-Haimoud, Yacine; Buschmann, Malte; Cholis, Ilias; Croon, Djuna; Erickcek, Adrienne L.; Gluscevic, Vera; Leane, Rebecca K.; Mishra-Sharma, Siddharth; Munoz, Julian B.; Nadler, Ethan O.; Natarajan, Priyamvada; Price-Whelan, Adrian; Vegetti, Simona; Witte, Samuel J.
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Inferring dark matter substructure with astrometric lensing beyond the power spectrum
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2022-01-19
err7
errOAAI
errMishra-Sharma, Siddharth
err分享
err收藏
Harnessing the Population Statistics of Subhalos to Search for Annihilating Dark Matter
errASTROPHYSICAL JOURNAL
IF5.4
err2021-01-07
err11
errOAAI
errSomalwar, Jean J.; Chang, Laura J.; Mishra-Sharma, Siddharth; Lisanti, Mariangela
err分享
err收藏
Mining for Dark Matter Substructure: Inferring Subhalo Population Properties from Strong Lenses with Machine Learning
errASTROPHYSICAL JOURNAL
IF5.4
err2019-11-19
err50
errOAAI
errBrehmer, Johann; Mishra-Sharma, Siddharth; Hermans, Joeri; Louppe, Gilles; Cranmer, Kyle
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Comment on Characterizing the population of pulsars in the Galactic bulge with the Fermi large area telescope [arXiv:1705.00009v1]
errPHYSICS OF THE DARK UNIVERSE
IF6.4
err2018-06-01
err14
errOAAI
errBartels, Richard; Hooper, Dan; Linden, Tim; Mishra-Sharma, Siddharth; Rodd, Nicholas L.; Safdi, Benjamin R.; Slatyer, Tracy R.
err分享
err收藏
LHC searches for dark sector showers
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2017-11-29
err70
errOAAI
errCohen, Timothy; Lisanti, Mariangela; Lou, Hou Keong; Mishra-Sharma, Siddharth
err分享
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NPTFit: A Code Package for Non-Poissonian Template Fitting
errASTRONOMICAL JOURNAL
IF5.1
err2017-05-16
err32
errOAAI
errMishra-Sharma, Siddharth; Rodd, Nicholas L.; Safdi, Benjamin R.
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Light weakly coupled axial forces: models, constraints, and projections
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2017-05-02
err67
errOAAI
errKahn, Yonatan; Krnjaic, Gordan; Mishra-Sharma, Siddharth; Tait, Tim M. P.
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DECIPHERING CONTRIBUTIONS TO THE EXTRAGALACTIC GAMMA-RAY BACKGROUND FROM 2 GeV TO 2 TeV
errASTROPHYSICAL JOURNAL
IF5.4
err2016-11-22
err62
errOAAI
errLisanti, Mariangela; Mishra-Sharma, Siddharth; Necib, Lina; Safdi, Benjamin R.
err分享
err收藏

研究方向

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合作学者
合作期刊
K
K. Cranmer
H 指数: 150 · 论文数: 2.2K
M
Mark Vogelsberger
H 指数: 96 · 论文数: 618
R
Rachel S. Somerville
H 指数: 93 · 论文数: 595
P
Paul Torrey
H 指数: 76 · 论文数: 285
D
Dan Hooper
H 指数: 66 · 论文数: 334
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