LabCompass

Mandeep Kaur Saggi

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Mid career · publishing since 2012
Quantum Computing Algorithms and ArchitectureHydrological Forecasting Using AIQuantum many-body systemsQuantum Information and CryptographyPlant Water Relations and Carbon Dynamics

Publications

38

Citations

1,466

Est. group size

~1

Recurring co-author estimate

Active years

15

Publishing since 2012

Research summary
AI-generated

Mandeep Kaur Saggi's work has shifted over time from machine-learning applications in environmental and hydrological forecasting (such as evapotranspiration, water quality, and irrigation scheduling) toward quantum machine learning, a field that combines quantum computing techniques with AI methods. Recent work applies these quantum-AI approaches to biomedical problems, including cancer biomarker discovery, drug property prediction, and multi-omic data classification, as well as federated learning (a method for training AI models across distributed datasets without centralizing the data).

Quantum machine learningAI for healthcare and cancer genomicsFederated learningEnvironmental and hydrological prediction using machine learningQuantum computing applications

Publication output has fluctuated over the past decade, with an early cluster around 2018-2020, a dip in 2021 and 2023, and a renewed increase from 2024 through 2026 driven by quantum machine learning topics.

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

Publication cadence
Publications per year over the last 10 years — averaging 4.2/year recently
172018: 4 publications182019: 5 publications192020: 6 publications620212022: 6 publications6222023: 1 publication232024: 4 publications242025: 5 publications252026: 5 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×9
  • Engineering Applications of Computational Fluid Mechanics×3
  • Information Processing & Management×1
  • Computers and Electronics in Agriculture×1
  • Archives of Computational Methods in Engineering×1
Similar researchers
By research-topic overlap

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.

Claim or correct this profile