Work with Ganesh Bagler | NotedSource
Prof. Ganesh Bagler is known for his pioneering research
in ‘Computational Gastronomy.’ Trained in physics,
computer science, and computational biology, he has had an
adventurous journey from astronomy to gastronomy. By
building keystone data repositories, algorithms, and
applications, his lab has established the foundations of
this emerging data science that blends food with
artificial intelligence. Innovative research from his lab
has contributed to this niche dealing with food, flavors,
nutrition, health, and sustainability. Dr. Bagler has an
audacious dream of transforming the food landscape by
making food computable.
https://cv.notedsource.io/me/EWJW4PWL
Ganesh Bagler
Computational Gastronomy Pioneer | Making Food Computable
New Delhi
Research Expertise
Complex Systems
Computational Biology
Computational Gastronomy
Bioinformatics
Network Science
About
Prof. Ganesh Bagler is known for his
pioneering research in ‘Computational
Gastronomy.’ Trained in physics, computer
science, and computational biology, he has had
an adventurous journey from astronomy to
gastronomy. By building keystone data
repositories, algorithms, and applications,
his lab has established the foundations of
this emerging data science that blends food
with artificial intelligence. Innovative
research from his lab has contributed to this
niche dealing with food, flavors, nutrition,
health, and sustainability. Dr. Bagler has an
audacious dream of transforming the food
landscape by making food computable.
Legacy Map
Full ViewPublications
Analysis of the airport network of India
as a complex weighted network
Physica A: Statistical Mechanics and
its Applications
2008
FlavorDB: a database of flavor molecules
Nucleic Acids Research
2017
Network properties of protein structures
Physica A: Statistical Mechanics and
its Applications
2005
Assortative mixing in Protein Contact
Networks and protein folding kinetics
Bioinformatics
2007
Engineering a thermo-stable superoxide
dismutase functional at sub-zero to
>50°C, which also tolerates autoclaving
Scientific Reports
2012
Tyrosine- and tryptophan-coated gold
nanoparticles inhibit amyloid aggregation
of insulin
Amino Acids
2015
Analysis of Food Pairing in Regional
Cuisines of India
PLOS ONE
2015
Phytochemica: a platform to explore
phytochemicals of medicinal plants
Database
2015
Prospecting for Novel Plant-Derived
Molecules of Rauvolfia serpentina as
Inhibitors of Aldose Reductase, a Potent
Drug Target for Diabetes and Its
Complications
PLoS ONE
2013
BitterSweet: Building machine learning
models for predicting the bitter and sweet
taste of small molecules
Scientific Reports
2019
RecipeDB: a resource for exploring recipes
Database
2020
Data-driven analysis of biomedical
literature suggests broad-spectrum
benefits of culinary herbs and spices
PLOS ONE
2018
SerpentinaDB: a database of plant-derived
molecules of Rauvolfia serpentina
BMC Complementary and Alternative
Medicine
2015
Identification of critical regulatory
genes in cancer signaling network using
controllability analysis
Physica A: Statistical Mechanics and
its Applications
2017
Network controllability analysis of
intracellular signalling reveals viruses
are actively controlling molecular systems
Scientific Reports
2019
An Approach for the Identification of
Targets Specific to Bone Metastasis Using
Cancer Genes Interactome and Gene Ontology
Analysis
PLoS ONE
2012
A Named Entity Based Approach to Model
Recipes
2020 IEEE 36th International Conference
on Data Engineering Workshops
(ICDEW)
2020
Capsaicin inhibits collagen fibril
formation and increases the stability of
collagen fibers
European Biophysics Journal
2014
Control of Neuronal Network in
Caenorhabditis elegans
PLOS ONE
2015
Identification of SRC as a Potent Drug
Target for Asthma, Using an Integrative
Approach of Protein Interactome Analysis
andIn SilicoDrug Discovery
OMICS: A Journal of Integrative
Biology
2012
Identification of Key Nodes of Type 2
Diabetes Mellitus Protein Interactome and
Study of their Interactions with
Phloridzin
OMICS: A Journal of Integrative
Biology
2013
Object Detection in Indian Food Platters
using Transfer Learning with YOLOv4
2022 IEEE 38th International Conference
on Data Engineering Workshops
(ICDEW)
2022
Computational gastronomy: A data science
approach to food
Journal of Biosciences
2022
Differential Network Analysis Reveals
Evolutionary Complexity in Secondary
Metabolism of Rauvolfia serpentina over
Catharanthus roseus
Frontiers in Plant Science
2016
Machine learning models to predict
sweetness of molecules
Computers in Biology and Medicine
2023
Culinary evolution models for Indian
cuisines
Physica A: Statistical Mechanics and
its Applications
2018
Designing evolvable libraries using
multi-body potentials
Current Opinion in Biotechnology
2009
Comment on the Paper Titled ’The Origin of
Quantum Mechanical Statistics: Insights
from Research on Human Language’ (arXiv
preprint arXiv:2407.14924, 2024)
Unknown Venue
2024
Computational Models for the Evolution of
World Cuisines
2019 IEEE 35th International Conference
on Data Engineering Workshops
(ICDEW)
2019
Data-Driven Investigations of Culinary
Patterns in Traditional Recipes Across the
World
2018 IEEE 34th International Conference
on Data Engineering Workshops
(ICDEW)
2018
FlavorDB2: An updated database of flavor
molecules
Journal of Food Science
2024
Phenotypic side effects prediction by
optimizing correlation with chemical and
target profiles of drugs
Molecular BioSystems
2015
Nutritional Profile Estimation in Cooking
Recipes
2020 IEEE 36th International Conference
on Data Engineering Workshops
(ICDEW)
2020
A hierarchical anatomical classification
schema for prediction of phenotypic side
effects
PLOS ONE
2018
The Plant Journal
2023
Ratatouille: A tool for Novel Recipe
Generation
2022 IEEE 38th International Conference
on Data Engineering Workshops
(ICDEW)
2022
Re-analysis of protein data reveals the
germination pathway and up accumulation
mechanism of cell wall hydrolases during
the radicle protrusion step of seed
germination in Podophyllum hexandrum- a
high altitude plant
Frontiers in Plant Science
2015
Building Hierarchically Disentangled
Language Models for Text Generation with
Named Entities
Proceedings of the 28th International
Conference on Computational
Linguistics
2020
A distance constrained synaptic plasticity
model of C. elegans neuronal network
Physica A: Statistical Mechanics and
its Applications
2017
The role of heterogeneity on the
spatiotemporal dynamics of host–parasite
metapopulation
Ecological Modelling
2004
Graph Signal Processing on protein residue
networks helps in studying its biophysical
properties
Physica A: Statistical Mechanics and
its Applications
2023
Network controllability: viruses are
driver agents in dynamic molecular systems
Unknown Venue
2018
Graph theoretical biomarkers for
schizophrenic Brain Functional Networks
2016 International Conference on Signal
Processing and Communication
(ICSC)
2016
Chinese Fine-grained Named Entity
Recognition based on Deep Learning
Journal of Social Science and
Humanities
2024
FoodPrint: Computing Carbon Footprint of
Recipes
2022 IEEE 38th International Conference
on Data Engineering Workshops
(ICDEW)
2022
Hierarchical Clustering of World Cuisines
2020 IEEE 36th International Conference
on Data Engineering Workshops
(ICDEW)
2020
SpiceRx: an integrated resource for the
health impacts of culinary spices and
herbs
Unknown Venue
2018
Herman Salton, Arctic Host, Icy Visit:
China and Falun Gong Face Off in Iceland
(Saarbrücken: LAP Lambert Academic
Publishing, 2010)
Nordicum-Mediterraneum
2012
Computational gastronomy: capturing
culinary creativity by making food
computable
npj Systems Biology and
Applications
2024
Investigating the link between miR-34a-5p
and TLR6 signaling in sepsis-induced ARDS
3 Biotech
2023
Classification of Cuisines from
Sequentially Structured Recipes
2020 IEEE 36th International Conference
on Data Engineering Workshops
(ICDEW)
2020
Supervised learning of protein thermal
stability using sequence mining and
distribution statistics of network
centrality
Unknown Venue
2019
Robust Sigmoidal Control Response of C.
elegans Neuronal Network
Lecture Notes in Computer Science
2017
Controllability of human cancer signaling
network
2016 International Conference on Signal
Processing and Communication
(ICSC)
2016
A Data and Informatics Driven Drug
Discovery Framework to Bridge Traditional
and Modern Medicine
Advanced Techniques in Biology &
Medicine
2015
Proteomics Potential and Its Contribution
toward Sustainable Agriculture
Agroecology, Ecosystems, and
Sustainability
2014
Cultural context shapes the carbon
footprints of recipes
International Journal of Gastronomy and
Food Science
2024
Dish Detection in Indian Food
Platters: A Computational Framework
for Diet Management
Communications in Computer and
Information Science
2024
Artificial intelligence and art:
Identifying the aesthetic judgment factors
that distinguish human- and
machine-generated artwork.
Psychology of Aesthetics, Creativity,
and the Arts
2023
A novel cross talk of AtRAV1, an ethylene
responsive transcription factor with MAP
kinases imparts broad spectrum disease
resistance in plants
Unknown Venue
2020
Performance Analysis of Local Binary
Pattern Features with PCA for Face
Recognition
Indian Journal of Science and
Technology
2017
Numerical Study of Variable Lung
Ventilation Strategies
Lecture Notes in Electrical
Engineering
2015
Complexity, Evolution, and Persistence in
Host‐Parasitoid Experimental Systems With
Callosobruchus Beetles as the Host
Advances in Ecological Research
2005
ToxinPredictor: Computational models to
predict the toxicity of molecules
Chemosphere
2025
A study of cardiovascular risk factors and
its knowledge among school children of
Delhi
Indian Heart Journal
2014
Camouflage Detection and Its Association
with Cognitive Style: A Functional
Connectivity Study
Brain Connectivity
2023
From farm to fork
Food Science and Technology
2023
Four Years of Excellence: IIIT Delhi
Empowers Future Technologists
XRDS: Crossroads, The ACM Magazine for
Students
2023
Introduction
The Inspiration Machine
2023
Text-To-Image Generation Using AI
International Journal of Research
Publication and Reviews
2023
Perturbing Coupled Multivariable Systems
Trends in Biomathematics: Modeling
Epidemiological, Neuronal, and Social
Dynamics
2023
CCAP: Cooperative Context Aware Pruning
for Neural Network Model Compression
2021 IEEE International Symposium on
Multimedia (ISM)
2021
In the X-Ray File
Inflammatory Bowel Diseases
1999
A Generalized Partial Canonical
Correlation Model to Measure Contribution
of Individual Drug Features Toward Side
Effects Prediction
Lecture Notes on Data Engineering and
Communications Technologies
2020
Studying Public Opinion of Immigration on
Twitter Using Network Analysis
Unknown Venue
2019
Data-driven analysis of biomedical
literature suggests broad-spectrum
benevolence of culinary herbs and spices
Unknown Venue
2018
Physicochemical Prediction of Metabolite
Fragmentation in Tandem Mass Spectrometry
Mass Spectrometry
2018
Brain Connectivity Changes in Meditators
and Novices during Yoga Nidra: A Novel
fMRI Study
Unknown Venue
2023
PROPAGATION OF EXTRINSIC PERTURBATION IN
MULTISTEP BIOCHEMICAL PATHWAYS
Mathematical Biology and Biological
Physics
2017
Links & Social Media
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