Dense Sense: a novel approach utilizing electron density augmented machine learning paradigm to understand the complex odour landscape

Olfaction is a complex process, to navigate the complex olfactory landscape we have developed QM augmented machine learning model.

Authors

Institutions

Publication Details

Journal
Digital Discovery
Published
2025-01-01
DOI
https://doi.org/10.1039/d5dd00224a
Primary Topic
Advanced Chemical Sensor Technologies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Dense Sense: a novel approach utilizing electron density augmented machine learning paradigm to understand the complex odour landscape

Volker Steuber, Mrityunjay Sharma, Ritesh Kumar, Michael Schmuker et al.
Digital Discovery
Advanced Chemical Sensor Technologies
article

Dense Sense: a novel approach utilizing electron density augmented machine learning paradigm to understand the complex odour landscape

Volker Steuber, Mrityunjay Sharma, Ritesh Kumar, Michael Schmuker, Pinaki Saha, S. Balaji, Aryan Amit Barsainyan
article en

Abstract

Olfaction is a complex process, to navigate the complex olfactory landscape we have developed QM augmented machine learning model.

Digital DiscoveryVol. 4(11)
National Institute of Technology Karnataka (IN), University of Hertfordshire (GB), Indian Institute of Science Education and Research, Bhopal (IN), Central Scientific Instruments Organisation (IN), Himachal Pradesh University (IN), Academy of Scientific and Innovative Research (IN)
Openalex Percentile: Top 73%
Advanced Chemical Sensor Technologies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Dense Sense: a novel approach utilizing electron density augmented machine learning paradigm to understand the complex odour landscape — Volker Steuber, Mrityunjay Sharma, et al. · Digital Discovery (2025) | TGRS Research Map | TGRS