Rahul Garg
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View article: Video4Spatial: Towards Visuospatial Intelligence with Context-Guided Video Generation
Video4Spatial: Towards Visuospatial Intelligence with Context-Guided Video Generation Open
We investigate whether video generative models can exhibit visuospatial intelligence, a capability central to human cognition, using only visual data. To this end, we present Video4Spatial, a framework showing that video diffusion models c…
View article: Classical and quantum approaches to probabilistic modeling of fire occurrence in anthracite grade coal
Classical and quantum approaches to probabilistic modeling of fire occurrence in anthracite grade coal Open
View article: Basal forebrain cholinergic input mediates adaptive attention allocation to enhance olfactory discrimination
Basal forebrain cholinergic input mediates adaptive attention allocation to enhance olfactory discrimination Open
By selectively amplifying relevant sensory input, animals efficiently allocate limited cognitive resources to improve decision-making. Allocation of attention is aligned with behavioral goals and adaptive to cognitive demand, but the circu…
View article: Dopaminergic short axon cells integrate sensory and top–down inputs to enhance discriminative learning in the mouse olfactory bulb
Dopaminergic short axon cells integrate sensory and top–down inputs to enhance discriminative learning in the mouse olfactory bulb Open
Discriminative learning enhances contrast between sensory inputs to allow fast and accurate decision-making. However, the neural mechanisms that selectively enhance sensory representations to improve discrimination remain unclear. Here, we…
View article: Access to Naloxone and Preferences for Its Online Purchase Among Individuals Affected by Opioid Misuse
Access to Naloxone and Preferences for Its Online Purchase Among Individuals Affected by Opioid Misuse Open
Introduction Naloxone is a lifesaving medication that can prevent deaths in opioid overdose situations. However, barriers to access and purchasing naloxone still exist. Online pharmacies present an important venue to expand access to nalox…
View article: A novel machine learning framework for stroke type identification in resource constrained settings with robustness to missing data
A novel machine learning framework for stroke type identification in resource constrained settings with robustness to missing data Open
View article: Comprehensive Assessment of Nitrogen Dioxide Concentration Dynamics in Konkan Region, India
Comprehensive Assessment of Nitrogen Dioxide Concentration Dynamics in Konkan Region, India Open
Air pollution is a primary environmental concern mainly in urban areas. Previous research on air pollution in the Konkan region has primarily focused on ground-based measurements, often lacking comprehensive spatial coverage and long-term …
View article: Resolving changes in a Himalayan glacier (Drang Drung) using the SAR polarimetric technique
Resolving changes in a Himalayan glacier (Drang Drung) using the SAR polarimetric technique Open
View article: Understanding Heat Extremes with Hot Days and Warm Nights Across India
Understanding Heat Extremes with Hot Days and Warm Nights Across India Open
India is experiencing a significant intensification of heat extremes, with both hot days and warm nights becoming more frequent and severe in recent years. Studying these evolving patterns is crucial for understanding regional climate tren…
View article: Temporal and Spatial Variations of Nitrogen Dioxide Concentrations in Kolkata, India
Temporal and Spatial Variations of Nitrogen Dioxide Concentrations in Kolkata, India Open
Air pollution is a primary environmental concern in urban areas. This study examines the temporal and spatial variations in nitrogen dioxide (NO2) concentrations in Kolkata from 2019 to 2023 using Sentinel-5P satellite data. The applicatio…
View article: Improving Land Cover Mapping in Riverine Environments with Machine Learning and Spectral Indices
Improving Land Cover Mapping in Riverine Environments with Machine Learning and Spectral Indices Open
Accurate land cover classification in riverine environments is essential for understanding hydrological dynamics, ecological health, and resource management. This study utilizes high-resolution LISS-4 imagery from the IRS-R2 satellite to a…
View article: Hydro-chemical profiling and contaminant source identification in agricultural canals using data driven clustering approaches
Hydro-chemical profiling and contaminant source identification in agricultural canals using data driven clustering approaches Open
Canal networks are vital for irrigated agriculture in semi-arid regions, yet their water quality is increasingly endangered by diffuse agro-chemical runoff and unregulated effluent discharges. Despite this growing risk, long-term, high-res…
View article: Towards standardization of Prakriti Evaluation: A scoping review of modern assessment tools and their psychometric properties in Ayurvedic medicine
Towards standardization of Prakriti Evaluation: A scoping review of modern assessment tools and their psychometric properties in Ayurvedic medicine Open
View article: Effect of Gayatri Mantra Practices on Health: A Systematic Review with Narrative Synthesis
Effect of Gayatri Mantra Practices on Health: A Systematic Review with Narrative Synthesis Open
Background: The Gayatri Mantra (GM), a revered hymn in Vedic scripture, has been widely practiced in Indian tradition for centuries to enhance well-being and spiritual growth. Emerging research highlights its potential benefits across vari…
View article: Neurophysiological Effects of Gayatri Mantra Meditation on Emotional Processing: An EEG-ERP Study
Neurophysiological Effects of Gayatri Mantra Meditation on Emotional Processing: An EEG-ERP Study Open
This study has studied the impact of Gayatri Mantra (GM) meditation on emotional processing using event-related potentials (ERPs) and self-report measures. Twenty-four healthy male participants (M = 32.37, SD = 8.02 years) voluntarily part…
View article: 3D Local Climate Zone (LCZ) Modeling and Digital Twin Integration for Advanced Climate Resilience using AI
3D Local Climate Zone (LCZ) Modeling and Digital Twin Integration for Advanced Climate Resilience using AI Open
Local Climate Zones (LCZs) provide a standardized classification of urban morphology and climate interactions, yet traditional 2D representations lack spatial depth for comprehensive urban climate analysis. This research proposes an innova…
View article: Geospatial Indicators for Urban Heat Risk: A Remote Sensing-Based Approach for Bhubaneswar
Geospatial Indicators for Urban Heat Risk: A Remote Sensing-Based Approach for Bhubaneswar Open
Rapid urbanisation and changing climate patterns have intensified heat stress in urban areas. Factors such as the Urban Heat Island (UHI) effect, population growth, land use changes, and inadequate green and blue infrastructure contribute …
View article: Monitoring glacier surface velocity in Zanskar Valley, India: Insights from DInSAR-based 2D velocity estimation
Monitoring glacier surface velocity in Zanskar Valley, India: Insights from DInSAR-based 2D velocity estimation Open
Glacier surface velocity plays a crucial role in understanding glacier dynamics, climate change impacts, and water resource management. In this study, Differential Synthetic Aperture Radar Interferometry (DInSAR) and geoinformatics techniq…
View article: Temporal Synchronization Analysis: A Model-Free Method for Detecting Robust and Nonlinear Brain Activation in fMRI Data
Temporal Synchronization Analysis: A Model-Free Method for Detecting Robust and Nonlinear Brain Activation in fMRI Data Open
The sluggishness of the fMRI blood oxygenation level dependent (BOLD) signal has motivated the use of block or trial-based experimental designs that rely on the assumption of linearity, typically modeled using the General Linear Model (GLM…
View article: Optimized convolutional neural network model for multilevel classification in leukemia diagnosis using Tversky loss
Optimized convolutional neural network model for multilevel classification in leukemia diagnosis using Tversky loss Open
Leukemia diagnosis traditionally depends on time-intensive examination of blood cell morphology, a process prone to human error. To address these challenges, this study explores the use of convolutional neural networks (CNNs) optimized wit…
View article: Predictive modeling of land cover changes in round-1 smart cities of India using cellular automata and GIS
Predictive modeling of land cover changes in round-1 smart cities of India using cellular automata and GIS Open
View article: Spatial analysis and classification of land use patterns in Lucknow district, UP, India using GIS and random forest approach
Spatial analysis and classification of land use patterns in Lucknow district, UP, India using GIS and random forest approach Open
Mapping land use and land cover (LULC) is essential for comprehending changes in the environment and promoting sustainable planning. To achieve accurate and effective LULC mapping, this work investigates the integration of Geographic Infor…
View article: Comparative Analysis of Blue, Green, and Grey Surfaces Around the Urban Waterbodies in Developed and Developing Country
Comparative Analysis of Blue, Green, and Grey Surfaces Around the Urban Waterbodies in Developed and Developing Country Open
View article: Adaptive fuzzy logic for gap filling in UAV orthomosaics: A methodology for accurate geospatial mapping
Adaptive fuzzy logic for gap filling in UAV orthomosaics: A methodology for accurate geospatial mapping Open
Unmanned Aerial Vehicles (UAVs) have gained spotlighted attention in the recent past and has experienced exponential advancements. This research focuses on UAV-based data acquisition and processing to generate highly accurate outputs perta…
View article: Sustainable management and agriculture resource technology system using remote sensing descriptors and IoT
Sustainable management and agriculture resource technology system using remote sensing descriptors and IoT Open
View article: ENIGMA-Meditation: Worldwide Consortium for Neuroscientific Investigations of Meditation Practices
ENIGMA-Meditation: Worldwide Consortium for Neuroscientific Investigations of Meditation Practices Open
View article: Urban heat islands in transition: analysing a decade of thermal patterns in Bhubaneswar
Urban heat islands in transition: analysing a decade of thermal patterns in Bhubaneswar Open
View article: Temporal and Spatial Dynamics of Subsidence in Eastern Jharia, India
Temporal and Spatial Dynamics of Subsidence in Eastern Jharia, India Open
Jharia, one of the oldest and most significant mining areas, is facing the issue of subsidence for different reasons, such as coal fires, underground mining, and soil sensitivity towards seasonal change. This paper concentrates on the subs…
View article: Nitazoxanide: An Expanding Therapeutic Agent Beyond Parasitology
Nitazoxanide: An Expanding Therapeutic Agent Beyond Parasitology Open
View article: Predicting hospital length of stay using machine learning on a large open health dataset
Predicting hospital length of stay using machine learning on a large open health dataset Open
Background Governments worldwide are facing growing pressure to increase transparency, as citizens demand greater insight into decision-making processes and public spending. An example is the release of open healthcare data to researchers,…