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The liver is a vital metabolic organ involved in several physiological activities, including bile formation, lipid and carbohydrate metabolism, protein synthesis, biotransformation, storage, and elimi…

The liver is a vital metabolic organ involved in several physiological activities, including bile formation, lipid and carbohydrate metabolism, protein synthesis, biotransformation, storage, and elimination of metabolic products. In Ayurveda, the maintenance of normal physiological functions is closely associated with the proper functioning of Agni, the principle responsible for digestion and transformation. When Agni becomes impaired, particularly in the form of Mandagni, the normal process of digestion and metabolic transformation may be disturbed. Ayurveda considers impairment of Agni an important factor in disease development and associates defective digestion with the formation of Ama, which broadly represents improperly processed or incompletely transformed material. The concept of Dhatvagni extends the principle of metabolism to the tissue level. Among the seven Dhatvagnis, Medodhatvagni is concerned with the metabolism and transformation of Meda Dhatu. Disturbance in this process may result in abnormal Meda accumulation and impaired tissue metabolism. These Ayurveda concepts provide a theoretical framework for understanding disorders characterised by excessive fat accumulation. In this topic, try to explore the possible conceptual relationship between Agni, Dhatvagni, Meda Dhatu, and Ama.

This archive contains the model source code and configuration files used in the study "Integration of Aerosol-Cloud Interactions with a Land-Atmosphere Coupled Model in the Gray Zone".

AI is becoming part of much more than code generation. Today, AI in SDLC can support teams across requirements analysis, planning, development, testing, deployment, and maintenance. When integrated pr…

AI is becoming part of much more than code generation. Today, AI in SDLC can support teams across requirements analysis, planning, development, testing, deployment, and maintenance. When integrated properly, it can reduce repetitive work, improve decision-making, and help development teams move faster without losing control over product quality. How AI supports the software development lifecycle The role of AI in software development lifecycle processes is expanding across nearly every stage of delivery. During discovery and planning, AI can help analyze requirements, summarize documentation, and organize information. During development, it can assist with coding, debugging, and technical research. It can also support QA, release preparation, and ongoing maintenance. The biggest value comes when AI becomes part of existing workflows rather than being treated as a separate experiment. Teams need to understand where automation actually saves time and where human expertise and oversight remain essential. Building an AI-supported development process An AI software development lifecycle approach can help teams automate routine tasks and spend more time on architecture, product logic, and user value. AI can support analysis, documentation, coding, testing, and other repetitive activities that often slow down delivery. However, simply adding AI tools does not automatically improve development. Teams need to choose practical use cases, define clear processes, and make sure outputs are reviewed when necessary. The goal is to make AI a useful part of a structured development process rather than introduce another disconnected tool. AI in software testing Testing is one of the areas where AI can have a particularly practical impact. AI in software testing can help generate test cases, analyze logs, detect defects earlier, and improve coverage across complex applications. It can also reduce the amount of time QA engineers spend maintaining repetitive test scenarios. This does not remove the need for experienced QA specialists. Instead, it allows them to focus more on product risks, edge cases, and areas where human judgment remains important. Where AI creates the most value AI can support development teams throughout the entire lifecycle, but its usefulness depends on how well it fits existing processes. The strongest applications usually involve repetitive work, large amounts of information, or tasks where faster analysis can help teams make better decisions. For businesses exploring AI in SDLC, the focus should therefore be on practical integration. By choosing the right use cases, maintaining human oversight, and embedding AI into established workflows, companies can improve development efficiency while keeping quality and control at the center of the process.

This repo contains materials related to a presentation given on 30 September 2026 at the conference Integrative Social-Ecological Knowledge Systems: Conceptual and Computational Foundations for Ecolog…

This repo contains materials related to a presentation given on 30 September 2026 at the conference Integrative Social-Ecological Knowledge Systems: Conceptual and Computational Foundations for Ecological Synthesis in Jena, Germany.   Title Navigating research diversity in ecological synthesis: the role of openness and machine actionability     Abstract Multiple research fields from a range of disciplines contribute - each in their own ways - to the study of ecological systems and their internal and external interactions. Attempts at synthesizing the various contributions within and across fields into a coherent body of knowledge thus have to take into account the diversity of ways in which these fields perform, organize and share research. In this presentation, we will explore how openness and machine actionability can assist in the process. Specifically, we will consider four contexts in which openness and machine actionability can and do affect evidence synthesis in ecology: (i) the Diamond Open Access literature, (ii) nanopublications, (iii) research software, (iv) Wikimedia projects. Within each of these contexts, we will consider examples of ecological research questions and highlight challenges and opportunities that these contexts present in terms of evidence synthesis within and across fields.

Abstract Khushwant Singh's seminal 1956 partition novel, Train to Pakistan, offers a stark, unvarnished depiction of the profound human toll exacted by the 1947 Partition of British India, moving far …

Abstract Khushwant Singh's seminal 1956 partition novel, Train to Pakistan, offers a stark, unvarnished depiction of the profound human toll exacted by the 1947 Partition of British India, moving far beyond standard political historiographies to capture the raw, unmediated interiority of communal dislocation and historical trauma. Set in the fictitious, microcosm-like border village of Mano Majra, the narrative transcends conventional historical accounts by examining how systemic communal violence fractures an insular, syncretic community whose daily rhythms were once dictated by the simple cadence of locomotives rather than sectarian polarization. This paper explores the psychological and sociological dimensions of trauma, displacement, collective psychosis, and moral awakening within the novel, shedding light on how ordinary, apolitical lives are swallowed by extraordinary ideological storms. By analyzing the structural breakdown of communal harmony, the mechanization and bureaucratization of state-sponsored violence, and the redemptive acts of sacrifice embodied by figures like Hukum Chand and Juggut Singh, this study argues that Singh posits essential human empathy, romantic devotion, and intuitive morality as the ultimate counter-forces against systemic sectarianism. Furthermore, the novel illustrates how macro-level geopolitical decisions hastily drawn cartographic lines, administrative indifference, and expedient political compromises rupture micro-level existential realities, turning neighbor against neighbor, corrupting centuries of shared heritage, and converting a peaceful riparian sanctuary into a theater of ideological cruelty. Through meticulous attention to narrative tension, character evolution, and atmospheric irony, Singh crafts an enduring literary monument to the resilience of the human spirit amidst institutional collapse, demonstrating how literature serves as a crucial repository for the affective histories that official archives consistently neglect. Keywords: Train to Pakistan, Partition literature, Khushwant Singh, trauma studies, communalism, Mano Majra, moral agency, collective psychosis. 1. Introduction: Historiography vs. Literary Interiority Khushwant Singh's Train to Pakistan occupies a foundational space in the canon of South Asian Partition literature, serving as an indispensable literary testament to one of the most cataclysmic human migrations and communal massacres of the twentieth century. While conventional historiographies of 1947 frequently prioritize macro-level political negotiations, high-stakes diplomatic maneuvering, hurried treaties, arbitrary boundary demarcations drawn by Cyril Radcliffe, and macro-economic refugee statistics, imaginative literary representations like Singh's foreground the visceral, micro-level lived experiences of ordinary individuals caught helplessly in the vortex of geopolitical upheaval. History books often quantify trauma through cold numbers, demographic shifts, and geopolitical tallies, but literature provides the essential psychological interiority necessary to comprehend the profound, irrevocable loss of home, historical continuity, social trust, and individual identity. Set in Mano Majra, a tranquil, isolated border village situated quietly on the banks of the Sutlej River, the novel captures the sudden, brutal transition from fragile, centuries-old coexistence to violent, fratricidal fragmentation. This paper examines in comprehensive detail how Singh deploys atmospheric setting, subtle character evolution, and relentless narrative pacing to critique the mechanical, unfeeling nature of state-sponsored violence and to champion authentic individual moral agency over blind, fanatic communal allegiance. In doing so, Singh questions the very philosophical and moral foundations of modern nation-building that rely upon blood, forced displacement, administrative indifference, and the systematic othering of fellow human beings. By shifting the lens from the conference rooms of Delhi and Lahore to the dusty thresholds of rural Punjab, Singh exposes how abstract political ideologies materialize as concrete acts of terror at the grassroots level, rendering the domestic sphere and the shared village green into contested spaces of fear, suspicion, and irreversible moral collapse. 2. Mano Majra as a Microcosm of Syncretism Mano Majra is initially presented as a space immune to the abstract ideological fanaticism of the wider subcontinent. Before the arrival of the "ghost train" carrying the mutilated corpses of refugees from Pakistan, the village operates on a rhythm dictated by the arrival of trains rather than religious identity: "Mano Majra is a tiny place. It has only three brick buildings... The rest of the village is a cluster of flat-roofed mud huts." (Singh, 1956, p.1) The social fabric of Mano Majra is intrinsically syncretic, built over generations of shared geography and mutual reliance. Sikhs and Muslims share daily routines, agricultural labor, festivals, and deep-seated bonds of mutual respect. The local Imam, Mir Sahib, and the Sikh priest, Meet Singh, share evening gossip, prayers, and quiet camaraderie, symbolizing a pre-partition ethos where religious differences were secondary to shared agrarian bonds and localized survival. Singh uses this idyllic baseline not to romanticize rural life as an unblemished utopia, but to heighten the tragedy of its subsequent corruption. The intrusion of external political ideologies acts as a foreign pathogen, weaponizing neighbors against one another and transforming a sanctuary of peace into an arena of suspicion, paranoia, and fear. This rapid erosion demonstrates how fragile communal harmony is when subjected to organized, state-level incitement and the rhetoric of religious purity. 3. The Mechanization of Violence and the Ghost Train The central motif of the novel is the railway line and the recurring imagery of the trains. Initially, trains represent the pulse of modernity, predictability, and timekeeping for Mano Majra. The villagers set their daily lives, work, and sleep cycles by the precise rumble of locomotives crossing the bridge. However, as the partition violence escalates, the train transforms from a symbol of connection and commerce into an instrument of death and terror. The temporal stability that once defined rural existence is violently dismantled, replaced by an eerie, haunting unpredictability that mirrors the collapse of the social order itself. "The train was behind schedule. It usually came at ten. Now it was past midnight and it had not even been heard." (Singh, 1956, p. 104) This disruption in the habitual railway schedule serves as an ominous psychological harbinger, signaling to the inhabitants of Mano Majra that the predictable world they have known for generations is dissolving into chaos. The delay and subsequent silent passage of locomotives are no longer benign anomalies; they are heavy with unspoken dread, foreshadowing the arrival of the "ghost train" laden with the mutilated corpses of refugees from across the newly minted border. In these haunting sequences, Singh brilliantly captures how the bureaucratic machinery of the state and the mechanization of transit are co-opted into tools of ethnic cleansing. The iron rails, once arteries of commerce linking distant communities, become conduits for mass slaughter, symbolizing how modern technological infrastructure can be weaponized to facilitate unprecedented human atrocities. The psychological repercussion of these unscheduled trains on the villagers is profound, cutting deep into the collective consciousness of a community that had hitherto measured its existence by the comforting regularity of the rail timetable. It shatters their spatial and temporal insulation, forcing them to confront a terrifying, apocalyptic reality where human life has been systematically reduced to cold numerical calculations by distant politicians, callous bureaucrats, and fanatic sectarian zealots sitting in air-conditioned capitals. The train ultimately embodies the relentless, unfeeling momentum of state-sponsored violence an impersonal, monolithic juggernaut that rolls ruthlessly across the rural landscape, leaving total devastation, psychological paralysis, and profound moral ruin in its wake. Within this suffocating climate of terror, local administrative and law enforcement figures like the sub-inspector Hukum Chand experience a debilitating, profound paralysis. Caught agonizingly between systemic institutional complicity and a lingering, fractured private conscience, Chand recognizes the utter absurdity, futility, and unspeakable barbarity of the communal carnage unfolding around him. Yet, he remains helplessly trapped by the massive, unstoppable systemic momentum of communal hatred, peer pressure, and urgent political expediency. Through these intricately crafted scenes, Singh offers a devastating, uncompromising critique of administrative apathy, bureaucratic cowardice, and moral abdication, demonstrating how ordinary government functionaries readily become active or passive accomplices in mass murder when institutional self-preservation and careerist obedience supersede fundamental human empathy and ethical responsibility. This systemic failure highlights how macro-level political machinations infiltrate and corrupt micro-level human relationships, eroding the foundational pillars of compassion, coexistence, and mutual trust that sustain civil society during times of profound historical crisis. 4. Administrative Complicity and Institutional Paralysis The character of Hukum Chand embodies the moral ambiguity and ethical paralysis of the state apparatus during the Partition. As the local magistrate and sub-inspector, Chand is privy to confidential intelligence reports detailing impending massacres and refugee movements across the border, yet he finds himself structurally incapable of halting the catastrophe. His professional role requires him to maintain public order, yet the colonial administrative machinery he serves has already partitioned the country and washed its hands of the human consequences. Chand’s internal conflict illustrates the chilling effect of institutional complicity. He observes the breakdown of civic duty among his subordinates and local leaders, realizing that state functionaries have transformed from protectors of the populace into silent spectators or active collaborators in ethnic cleansing. Singh uses Chand to critique the upper-echelon complacency that allowed sectarian violence to flourish unchecked, emphasizing that bureaucratic detachment is itself a form of violence. By hiding behind official protocols and political expediency, officials like Chand facilitate the very atrocities they privately condemn, proving that systemic collapse is driven as much by moral cowardice as by active malice. 5. The Psychology of Collective Psychosis and Communal Polarization One of Singh's most acute psychological insights is his depiction of how ordinary, peace-loving villagers are rapidly infected by collective psychosis and communal paranoia. Initially, the inhabitants of Mano Majra refuse to view their Muslim neighbors through a sectarian lens, maintaining that "Mano Majra has never had any trouble" (Singh, 1956, p. 58). However, as inflammatory rumors spread, external agitators and militant refugees systematically exploit existing religious divides, weaponizing grief and fear to manufacture artificial hatred. This psychological transformation demonstrates how easily social bonds dissolve under systemic pressure. The fear of the "other" is manufactured through unverified rumors of atrocities committed across the border, creating a pervasive climate of suspicion where neutrality is treated as treason. Neighbors who once shared harvests and celebrations begin to eye one another with mistrust, illustrating how collective psychosis overrides individual reason and ethical restraint. Singh exposes the fragile veneer of civilization, showing that mass hysteria requires little more than coordinated propaganda and manufactured panic to turn a cohesive community into an armed camp of hostile factions. 6. Gender, Body Politics, and the Violation of the Sacred In Train to Pakistan, women's bodies become primary sites upon which nationalist and communal ideologies are inscribed. As feminist scholars like Ritu Menon, Kamla Bhasin, and Urvashi Butalia have extensively documented in their historical analyses of Partition, the female body during 1947 was treated as the repository of community "honor," making women primary targets of ritualized sexual violence and forced abduction by rival factions. Singh addresses this grim reality through characters like Nooran and the anonymous female victims discovered on the ghost trains. The sanctity traditionally accorded to women across religious communities is perverted into a perverse weapon of war; violating the women of an opposing community is viewed by fanatics as a symbolic conquest of the rival culture. By foregrounding the gendered dimensions of Partition violence, Singh critiques the patriarchal underpinnings of communalism, where women are simultaneously tokenized as symbols of collective purity and brutally sacrificed to satisfy male-dominated notions of revenge and ethnic supremacy. 7. Individual Conscience and Redemptive Sacrifice Amidst rising sectarian hostility, the rapid collapse of social trust, and the incitement of local youth by militant outsiders, the moral center of the narrative shifts dramatically from the political elite to marginalized figures. Jugga (Juggut Singh), the local badmash (ruffian) known for his turbulent lifestyle, defiance of authority, and passionate love affair with Nooran (a Muslim weaver's daughter), initially appears far removed from conventional heroism. However, his complex character arc subverts the binary tropes of good and evil, showing that true nobility often resides outside respectable societal boundaries. When a conspiracy is hatched by religious fanatics and fanatical outsiders to massacre the outbound refugee train carrying vulnerable innocents including Nooran to Pakistan, the villagers succumb to peer pressure, fear, and collective psychosis. It is Jugga who performs the ultimate act of self-sacrifice, stepping into the moral vacuum left by community leaders. By severing the heavy rope intended to trigger a machine-gun ambush on the tracks knowing with absolute certainty that it will cost him his life Jugga ensures the safe passage of the train and the survival of the woman he loves: "He reached the rope with both hands... With the last ounce of his strength, he brought down the heavy iron blade." (Singh, 1956, p. 181) Jugga’s sacrifice is profoundly symbolic on multiple levels. It is driven not by grand political ideology, religious righteousness, or nationalistic fervor, but by raw romantic love, primal humanity, and an innate, uncorrupted sense of justice. Singh suggests through this climactic act that institutional religion, political leadership, and formal legal systems have utterly failed humanity during the Partition; true redemption, therefore, emerges from the margins, enacted by society’s outcasts who refuse to let hatred dictate the final chapter of human interaction. 8. The Subversion of Moral Authority: Priests and Extremists The novel offers a scathing critique of institutional religious leadership during times of crisis. Figures such as the Sikh priest Meet Singh and the Muslim cleric Mir Sahib represent traditional spiritual authority, yet both find themselves overwhelmed and neutralized by the aggressive rhetoric of young, militant extremists who infiltrate Mano Majra. While Meet Singh attempts to maintain moral equilibrium, he is ultimately cowed by the militant youth backed by state-level incitement. The religious institutions that should serve as sanctuaries of peace and ethical restraint are easily co-opted by sectarian zealots. Singh exposes how organized religion, when weaponized by political agendas, sheds its spiritual mandate to become an engine of division and bloodshed, contrasting institutional moral failure with the spontaneous, secular humanism of individuals like Jugga. 9. Literary Form, Irony, and Atmospheric Tension Singh’s stylistic brilliance lies in his deployment of stark realism, dark irony, and atmospheric tension. The narrative structure mirrors the inexorable advance of a tragedy, utilizing the natural landscape the placid Sutlej River, the changing seasons, and the rhythmic cycle of the trains as a poetic counterpoint to the rising human carnage. By juxtaposing mundane rural routines with apocalyptic horror, Singh creates a jarring aesthetic dissonance that underscores the absurdity of Partition violence. The dry, unadorned prose style avoids sentimental melodrama, allowing the sheer weight of historical reality to resonate directly with the reader. This stylistic restraint enhances the novel’s enduring power, ensuring that its critique of communalism remains as urgent today as it was in the immediate aftermath of 1956. Conclusion Khushwant Singh’s Train to Pakistan remains an enduringly vital text for understanding the psychological, moral, and sociological aftermath of the 1947 Partition. By charting the rapid devolution of Mano Majra from a living community of shared lives to a theater of mechanized sectarian slaughter, Singh exposes the fragile veneer of civilization when confronted with state-sanctioned bigotry and manufactured division. Yet, the novel refuses to succumb entirely to nihilism or despair. Through the transcendent sacrifice of Juggut Singh, the text asserts that human empathy, love, and individual moral courage possess the capacity to disrupt cycles of systemic violence. Ultimately, Singh leaves a haunting, cautionary legacy that continues to resonate powerfully in contemporary discussions concerning borders, nationalism, religious identity, and the enduring resilience of a shared human community. References Singh, K. (1956). Train to Pakistan. Grove Press. Butalia, U. (1998). The Other Side of Silence: Voices from the Partition of India. Viking. Pandey, G. (2001). Remembering Partition: Violence, Nationalism and History in India. Cambridge University Press. Menon, R., & Bhasin, K. (1998). Borders & Boundaries: Women in India's Partition. Kali for Women.  

Replication package for: Recio-Román, A., Recio-Menéndez, M., & Román-González, M. V. (2026). "Data Governance as a Decision Variable: A Model-Driven Decision Support S…

Replication package for: Recio-Román, A., Recio-Menéndez, M., & Román-González, M. V. (2026). "Data Governance as a Decision Variable: A Model-Driven Decision Support System for Budget Allocation in Generative AI Adoption." Computation (MDPI). This package reproduces every table and figure reported in the paper's evaluation section (Section 7). It contains the reference implementation of the closed-form profit-maximisation model and Algorithm 1 (dss_core.py), and four self-contained scripts that regenerate, respectively: the identification benchmark (Table 8), the equilibrium/allocation tables (Tables 13–18), all five figures, and the distribution of the viability corridor over 10,000 simulated replications (Table 10). Running the four scripts end to end reproduces every numerical result cited in the manuscript exactly. Version history v3 (this version): following the second round of peer review, 02_tables_equilibrium.py's Table 16 block (optimal allocation for different total budgets B) was corrected to check the operating regime returned by algorithm_1 before printing a row. It previously printed the unconstrained global optimum unconditionally, including at budgets where that optimum is loss-making or falls outside the admissible domain x≥1 of assumption (A5); it now reports "Regime 1 (do not adopt)" for any (budget, profile) pair at which the admissible optimum is not profitable, consistent with how Table 18 already treated unviable configurations. No numerical result changes: all reported figures, including the minimum viability budget B_min = 56.80 for the siloed profile, are unchanged from v2 — only the table-printing logic failed to consult a classification the model already computed correctly. v2: following the first round of peer review, the identification benchmark (Section 7.2) was corrected from a circular OLS-on-log-linearised-proxy exercise to non-linear least squares (NLS) estimation of the exact structural cost equation, additionally reporting the bias a naive OLS fit would introduce. algorithm_1 was amended to detect disconnected viable sets (Remark 1 of the paper) rather than assume the viability corridor is always a single interval, and the profit-decomposition table was corrected to respect the admissible-domain restriction of assumption (A5). v1: initial deposit accompanying the original submission. Licensed under the terms in LICENSE. Corresponding author: Manuel Recio-Menéndez (mrecio@ual.es).

We examine schools' preferences over the risks and rewards associated with student selection in a decentralised admissions system. Schools face the risk of leaving places unfilled but may benefit from…

We examine schools' preferences over the risks and rewards associated with student selection in a decentralised admissions system. Schools face the risk of leaving places unfilled but may benefit from admitting academically stronger students. We study the Estonian upper-secondary-school market, where schools have considerable autonomy to design their admission criteria. Oversubscribed schools typically use school-specific entrance tests, whereas schools facing lower demand rely more heavily on students' grade point averages and results from external examinations. Admission interviews are used by nearly all schools. Using two instruments in a discrete choice experiment, we collected 964 choice observations from Estonian upper-secondary-school leaders. Conditional logit estimates show that schools place substantial value on conducting admission interviews. High-demand schools also derive considerable utility from admitting cohorts with higher average entrance-test scores. These schools are willing to incur approximately \texteuro{}50,000 in additional admission-related costs for an arrangement associated with an admission.

This poster was presented at the 45th EARSeL Symposium in Athens, Greece (29 Sep - 2 Oct 2026) by Erico Kutchartt, Forest Science and Technology Centre of Catalonia (CTFC).

La gentrification est un phénomène urbain qui transforme les espaces et influence les pratiques et représentations du logement dans les villes. Cette recherche vise à d&rsq…

La gentrification est un phénomène urbain qui transforme les espaces et influence les pratiques et représentations du logement dans les villes. Cette recherche vise à d’identifier les pratiques et les représentations du logement en lien avec la recomposition socio-spatiale de Ouèdo. La méthodologie adoptée repose sur une approche mixte, combinant des données qualitatives et quantitatives. L’échantillon est constitué de 82 informateurs répartis sur l’ensemble des groupes cibles : les habitants de Ouèdo, les nouveaux arrivants, les acteurs institutionnels impliqués dans la gestion et la commercialisation des logements (administrations locales, MCVT, SIMAU), les professionnels du secteur de l’urbanisme et de l’immobilier, ainsi que les commerçants présents dans la cité. Le modèle d’analyse convoqué est la gentrification de R. Glass (1964). L’analyse des résultats montre Les résultats montrent que la gentrification à Ouèdo se traduit par une recomposition sociale marquée, avec une augmentation de la mixité socio-économique et une réorganisation spatiale du logement. Les anciens résidents expriment des perceptions mitigées : certains voient une amélioration des infrastructures et des services, tandis que d’autres ressentent une perte d’identité communautaire et des difficultés d’accès au logement. Cette recherche met en évidence que la gentrification transforme profondément les pratiques et représentations du logement à Ouèdo, nécessitant une attention particulière des décideurs pour garantir un développement urbain équilibré.