Research works

Philology in the Age of Large Language Models

Talk on the potential of LLM-based philological applications to go beyond the principle of the usus scribendi.

CASyM: Chemotype Annotation through Synthesis Mapping

Abstract The identification and annotation of chemotypes is central to structure–activity relationship studies and property optimization in drug discovery. Current computational approaches rely on predefined fragmentation rules or structural similarity to identify these molecular...

CLINICAL EVALUATION OF KANTAKARI AVALEHA IN THE MANAGEMENT OF KASA (COUGH) IN CHILDREN: AN OPEN-LABEL SINGLE-ARM CLINICAL STUDY

Background. Cough is one of the common respiratory complaints encountered in children. Ayurveda describes Kasa as a distinct disease involving the Pranavaha Srotas, with Vata and Kapha playing important roles in its pathogenesis. Kantakari Avaleha is a classical Ayurvedic formula...

Elimination of Retinal Magnocellular Flicker Fatigue and Cortical Mach Band Contours in the Android Display Pipeline via Zero-Hertz Surface-Locked Spatial TPDF Blue-Noise Quantization

Modern mobile and television displays operating under the Android operating system (Android 15, 16, and 17) exhibit a fundamental neuro-ergonomic conflict at the final quantization boundary between high-precision internal composition buffers (FP16) and physical display panels (8-...

Sharp Risk Bounds and a Shrinking-Variance Transition for Normal and Gamma Fits

Suppose lognormal data are fitted by an ordinary normal model and a shape-scale gamma model. If s > 0 is the log variance, the difference Delta(s) between their optimized forward Kullback-Leibler risks satisfies 2s/3 < Delta(s) < s and 2/3 < Delta'(s) < 1; both constants are opti...

IMPORTANCE OF QUALITY CONTROL EXAMINATION IN AYURVEDIC DRUGS: A REVIEW

Introduction: Ayurvedic medicines are prepared from a wide range of botanical, mineral, metallic and animal-derived substances and are used in various dosage forms. Their quality can be influenced by the identity and source of raw materials, cultivation and collection practices,...

BIOANALYTICAL VALIDATION OF ANTIMICROBIAL DRUGS IN RABBIT PLASMA USING REVERSE-PHASE HIGH-PERFORMANCE LIQUID CHROMATOGRAPHY: A REVIEW

Bioanalytical method development and validation are essential for the reliable quantification of antimicrobial drugs in biological matrices and for generating dependable pharmacokinetic and toxicokinetic data. Reverse-phase high-performance liquid chromatography (RP-HPLC) is wide...

Estimating Shear Strength Parameters of Clay and Weak Rocks Using Needle Penetration Tests

ABSTRACT Weak and clay-bearing rocks and soils are highly abundant worldwide. They are currently being investigated for their suitability for deep geological repositories for high-level radioactive waste. For this purpose, uniaxial compressive strength, tensile strength, and shea...

QUALITATIVE PHYTOCHEMICAL ANALYSIS OF INDIGENOUS MEDICINAL PLANT ANDROGRAPHIS PANICULATA

Andrographis paniculata commonly known as Kalmegh and widely recognized as the “King of Bitters,” is an important medicinal plant belonging to the family Acanthaceae. It has long been used in traditional systems of medicine for the management of fever, gastrointestinal disorders,...

A Kaizen perspective for managing human-technology continuous improvement in the digital age

Purpose The paper examines how digital technologies are transforming continuous improvement (CI) by altering the cognitive and relational dynamics that have long underpinned Kaizen-oriented learning. Design/methodology/approach This paper adopts a conceptual approach, drawing on...

RESTORING MOBILITY IN LUMBAR SPONDYLOSIS: AN INTEGRATIVE AYURVEDIC APPROACH — A CASE REPORT

Background: Lumbar spondylosis is a common degenerative disorder of the lumbar spine associated with low back pain, stiffness, restricted movement and functional disability. From the Ayurvedic perspective, the clinical presentation may be correlated with Katishoola, a Vata-predom...

Operations of Mind: A framework for emergent thinking

Thinking is not hardcoded, and it cannot be. This note sets out Operations of Mind (OoM), a framework inwhich a machine is not given a method of thinking but a small set of basic mental operations, a drive tomake sense of what it encounters, and the freedom to chain those operati...

CONCEPT OF SHADRUTU VIRECHANA ACCORDING TO DIFFERENT ACHARYAS -A REVIEW ARTICLE

Virechana is one of the important Shodhana therapies of Panchakarma, primarily indicated for the elimination of vitiated Pitta and associated doshas through the adhomarga. Ayurveda gives equal importance to treatment and prevention, and the concepts of Rutucharya and Rutushodhana...

PAKADARPANA OF NALA: A BOOK REVIEW OF THE ANCIENT SANSKRIT TREATISE ON CULINARY SCIENCE

Pakadarpana (The Mirror of Cooking) is a Sanskrit treatise attributed to Maharaja Nala of Nishadha and is regarded as the oldest Ayurvedic treatise on home science. The text is divided into eleven Prakaranas dealing with cooking fundamentals, seasonal dietary regimen, snacks and...

AYURVEDIC MANAGEMENT OF VIPADIKA W.S.R. TO PALMOPLANTAR PSORIASIS THROUGH CLASSICAL PANCHAKARMA: A CASE REPORT

Background: Palmoplantar psoriasis is a chronic inflammatory dermatosis affecting the palms and soles, characterized by hyperkeratosis, fissuring, scaling, itching, and pain, significantly impairing quality of life. In Ayurveda, its clinical presentation closely resembles Vipadik...

Who will replace their phones? An explainable machine learning approach using large-scale telecom behavioral data

Purpose Rapid technological innovation has accelerated the diffusion of mobile phones and communication networks, making phone replacement an important consumer behavior in the telecommunications market. However, limited research has examined the determinants of phone replacement...

Comparison of CT-based migration analysis against radiostereometric analysis for assessing two-year migration in an uncemented medial pivot tibial knee implant

Aims: Radiostereometric analysis (RSA) is the gold standard for migration analysis of orthopaedic implants, but CT-based RSA has shown comparable results in an increasing number of joints. In this study, we compared the method in an uncemented medial pivot tibial implant. Our pri...

EFFECT OF VIDDHA KARMA IN THE MANAGEMENT OF TENNIS ELBOW (LATERAL EPICONDYLITIS): A CASE STUDY

Tennis elbow, clinically known as lateral epicondylitis, is a common painful condition affecting the lateral aspect of the elbow and is frequently associated with repetitive wrist and forearm activities. In Ayurveda, the clinical presentation may be correlated with Snayugata Vata...

Medium-Entropy LDH-Driven Electronic Coupling of MnO x for Preferential Oxidation of Formaldehyde

Abstract Preferential oxidation of formaldehyde (HCHO) in natural gas engine exhaust is pivotal to prevent NH3–SCR catalyst deactivation and inhibit highly toxic hydrogen cyanide (HCN) formation. Although manganese-based catalysts exhibit prominent activity for HCHO oxidation, co...

Decomposing Apparent Skill in Machine-Learning Event Classification: A Multi-Catalog Study of Label Structure, Feature Coupling, and Operational Generalization

Machine-learning evaluation assumes that a held-out target represents the decision problem of interest. That assumption is difficult to satisfy when labels are constructed retrospectively from the same observational record that supplies the predictors, because a classifier can th...