Mishra-Sharma, Siddharth
- Auditing language models for hidden objectives
2025/03/14 by Samuel D. Marks, Samuel Marks, Johannes Treutlein +71 · 1 voice · 21 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL #cs.LG
- Machine Learning and Cosmology
2022/03/15 by Dvorkin, Cora, Mishra-Sharma, Siddharth, Nord, Brian +8 · 6 citations
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Full-shape analysis with simulation-based priors: constraints on single field inflation from BOSS
2024/02/20 by Mikhail M. Ivanov, Carolina Cuesta-Lazaro, Ivanov, Mikhail M. +7 · 10 citations
Biochemistry, Genetics and Molecular Biology · Earth and Planetary Sciences · Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Geomagnetism and Paleomagnetism Studies #Geophysics and Gravity Measurements #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th)
- Report of the Topical Group on Cosmic Probes of Dark Matter for Snowmass 2021
2022/09/17 by A. Drlica-Wagner, Alex Drlica-Wagner, Chanda Prescod-Weinstein +83 · 2 voices · 4 citations
Physics and Astronomy · Engineering · #Dark Matter and Cosmic Phenomena #Photocathodes and Microchannel Plates #Atomic and Subatomic Physics Research
- Maven: A Multimodal Foundation Model for Supernova Science
2024/08/29 by Thomas Helfer, Zhang, Gemma, Alexander Gagliano +6 · 13 citations
Computer Science · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Mobile and Web Applications #Seismology and Earthquake Studies
- LINX: A Fast, Differentiable, and Extensible Big Bang Nucleosynthesis Package
2024/08/26 by Giovanetti, Cara, Lisanti, Mariangela, Liu, Hongwan +2 · 9 citations
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph)
- Probing the Fundamental Nature of Dark Matter with the Large Synoptic Survey Telescope
2019/02/03 by A. Drlica-Wagner, Drlica-Wagner, Alex, Yao-Yuan Mao +200 · 3 citations
Physics and Astronomy · Materials Science · Computer Science · #Dark Matter and Cosmic Phenomena #Chemical and Physical Properties of Materials #Computational Physics and Python Applications
- Astrophysical and Cosmological Probes of Dark Matter
2022/03/12 by Boddy, Kimberly K., Lisanti, Mariangela, McDermott, Samuel D. +16 · 4 citations
#Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #High Energy Physics - Phenomenology (hep-ph)
- Snowmass2021 Cosmic Frontier White Paper: Puzzling Excesses in Dark Matter Searches and How to Resolve Them
2022/03/14 by Leane, Rebecca K., Shin, Seodong, Yang, Liang +36 · 3 citations
#FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph)
- A point cloud approach to generative modeling for galaxy surveys at the field level
2023/11/28 by Carolina Cuesta-Lazaro, Siddharth Mishra-Sharma, Cuesta-Lazaro, Carolina +1 · 4 citations
Computer Science · Mathematics · Physics and Astronomy · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Morphological variations and asymmetry
- PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models
2024/03/13 by Siddharth Mishra-Sharma, Yiding Song, Mishra-Sharma, Siddharth +3 · 4 citations
Earth and Planetary Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Environmental Monitoring and Data Management #FOS: Computer and information sciences #FOS: Physical sciences #Information Retrieval (cs.IR) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- Cosmological Parameter Estimation with a Joint-Likelihood Analysis of the Cosmic Microwave Background and Big Bang Nucleosynthesis
2024/08/26 by Giovanetti, Cara, Lisanti, Mariangela, Liu, Hongwan +2 · 4 citations
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph)
- Snowmass2021: Vera C. Rubin Observatory as a Flagship Dark Matter\n Experiment
2022/03/14 by Yao-Yuan Mao, Mao, Yao-Yuan, Annika H. G. Peter +63 · 2 citations
Physics and Astronomy · #Scientific Research and Discoveries
- A Cosmic-Scale Benchmark for Symmetry-Preserving Data Processing
2024/10/27 by Julia Balla, Balla, Julia, Siddharth Mishra-Sharma +7 · 1 voice · 3 citations
Computer Science · Physics and Astronomy · #Advanced Mathematical Theories and Applications #Dark Matter and Cosmic Phenomena #Parallel Computing and Optimization Techniques #astro-ph.IM #cs.LG
- Hierarchical Neural Simulation-Based Inference Over Event Ensembles
2023/06/21 by L. Heinrich, Siddharth Mishra-Sharma, Heinrich, Lukas +5 · 2 citations
Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Scientific Computing and Data Management #Simulation Techniques and Applications
- A Generative Modeling Approach to Reconstructing 21-cm Tomographic Data
2024/07/30 by Nashwan Sabti, Sabti, Nashwan, Julián B. Muñoz +6 · 3 citations
Earth and Planetary Sciences · Medicine · #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Geological Modeling and Analysis #Medical Imaging Techniques and Applications #Seismic Imaging and Inversion Techniques
- Trial by FIRE: Probing the dark matter density profile of dwarf galaxies with GraphNPE
2025/03/05 by Nguyen, Tri, Read, Justin, Necib, Lina +4 · 4 citations
#Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph)
- Inferring dark matter substructure with astrometric lensing beyond the power spectrum
2021/10/04 by Mishra-Sharma, Siddharth · 1 citation
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG)
- How DREAMS are made: Emulating Satellite Galaxy and Subhalo Populations with Diffusion Models and Point Clouds
2024/09/04 by Nguyen, Tri, Villaescusa-Navarro, Francisco, Mishra-Sharma, Siddharth +16 · 3 citations
#Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- Inferring the Morphology of the Galactic Center Excess with Gaussian Processes
2024/10/28 by Edward Ramirez, Yitian Sun, Ramirez, Edward D. +7 · 2 citations
Physics and Astronomy · #Astronomy and Astrophysical Research
- Dark Matter Science in the Era of LSST
2019/03/11 by K. Bechtol, A. Drlica-Wagner, Bechtol, Keith +281 · 2 citations
Physics and Astronomy · #Dark Matter and Cosmic Phenomena #Stellar, planetary, and galactic studies #Scientific Research and Discoveries