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Somya Sharma

4 papers hereh-index 8211 citations48 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • eess.SP1
same name
  • Somya Sharma — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212023
most citedCausal Modeling of Soil Processes for Improved Generalization

1 citations · 1 across the 4 of their papers we have counts for

collaborators

4 papers

cs.LG2023

Knowledge Guided Representation Learning and Causal Structure Learning in Soil Science

Somya Sharma, Swati Sharma, Licheng Liu +6

An improved understanding of soil can enable more sustainable land-use practices. Nevertheless, soil is called a complex, living medium due to the complex interaction of different…

cs.LG2022★ 1 cited

Causal Modeling of Soil Processes for Improved Generalization

Somya Sharma, Swati Sharma, Andy Neal +5

Measuring and monitoring soil organic carbon is critical for agricultural productivity and for addressing critical environmental problems. Soil organic carbon not only enriches nut…

cs.LG2022

Probabilistic Inverse Modeling: An Application in Hydrology

Somya Sharma, Rahul Ghosh, Arvind Renganathan +5

The astounding success of these methods has made it imperative to obtain more explainable and trustworthy estimates from these models. In hydrology, basin characteristics can be no…

eess.SP2021

Reconfigurable Architecture for Spatial Sensing in Wideband Radio Front-End

M. Gupta, S. Sharma, H. Joshi +1

The deployment of cellular spectrum in licensed, shared and unlicensed spectrum demands wideband sensing over non-contiguous sub-6 GHz spectrum. To improve the spectrum and energy…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.