LabCompass

Siddeshwar Raghavan

Medicine · Purdue University West Lafayette

OpenAlex
Early career · publishing since 2021Rising activity
Nutritional Studies and DietTopic ModelingAdvanced Optical Sensing TechnologiesSmart Agriculture and AIGenerative Adversarial Networks and Image Synthesis

Publications

16

Citations

75

Est. group size

~2

Recurring co-author estimate

Active years

6

Publishing since 2021

Research summary
AI-generated

This researcher's publication record spans two rather different areas: physics-based computational imaging (reconstructing images from indirect or scattered light, sometimes called non-line-of-sight photography) and, more recently, AI systems for automatically generating and orchestrating scientific software code. Despite the listed broad area of 'Medicine,' the actual publications relate to computer vision, imaging physics, and AI-driven code generation rather than clinical or biomedical topics. Prospective students should note the topic labels provided (nutrition, agriculture, etc.) do not match the visible publication record and appear to be low-relevance or mismatched metadata.

Non-line-of-sight and computational imagingPhysics-informed deep learningAI code generation for scientific computingMulti-agent AI systemsScientific workflow automation

Publication output was minimal or absent before 2021 but has grown noticeably since, with a marked increase in 2024-2026, suggesting an accelerating and currently active publication pace.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 3.0/year recently
171819202021: 1 publication212022: 2 publications222023: 1 publication232024: 5 publications5242025: 3 publications252026: 4 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×10
  • IEEE Transactions on Pattern Analysis and Machine Intelligence×1
  • Lecture notes in computer science×1
  • Proceedings of the AAAI Conference on Artificial Intelligence×1
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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 20, 2026.

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