Hasil untuk "Physical anthropology. Somatology"

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arXiv Open Access 2026
Training deep physical neural networks with local physical information bottleneck

Hao Wang, Ziao Wang, Xiangpeng Liang et al.

Deep learning has revolutionized modern society but faces growing energy and latency constraints. Deep physical neural networks (PNNs) are interconnected computing systems that directly exploit analog dynamics for energy-efficient, ultrafast AI execution. Realizing this potential, however, requires universal training methods tailored to physical intricacies. Here, we present the Physical Information Bottleneck (PIB), a general and efficient framework that integrates information theory and local learning, enabling deep PNNs to learn under arbitrary physical dynamics. By allocating matrix-based information bottlenecks to each unit, we demonstrate supervised, unsupervised, and reinforcement learning across electronic memristive chips and optical computing platforms. PIB also adapts to severe hardware faults and allows for parallel training via geographically distributed resources. Bypassing auxiliary digital models and contrastive measurements, PIB recasts PNN training as an intrinsic, scalable information-theoretic process compatible with diverse physical substrates.

en cs.LG, physics.app-ph
DOAJ Open Access 2025
Cultural evolution in the laboratory: evolution of cooperative altruistic punishing

William M. Baum, Peter J. Richerson

Culture consists of practices – behaviour patterns – shared by members of a group. Some attempts to demonstrate evolution of cultural practices in the laboratory have shown evolution of material products, such as paper aeroplanes. Some attempts have shown evolution of actual group behaviour. The present experiments demonstrated evolution of group coordination across generations in punishing defection in a public-goods game. Cost of punishing defection varied across replicates that consisted of series of groups (generations) of 10 undergraduates each. Each generation played the game anonymously for 10 rounds and could write messages to the other participants and punish defection every round. The effectiveness of punishment depended on the number of participants choosing to punish. In Experiment 1, cultural transmission from generation to generation consisted of written advice from one generation read aloud to the next generation. In Experiment 2, transmission from generation to generation consisted of having some participants return from the previous group. The cost of punishing varied across replicates: zero, one, two or five cents. In both experiments, the evolution of altruistic punishing was strongly dependent on the cost of punishing. The results add to plausibility of studying evolution of complex behaviour patterns like cooperation in the laboratory.

Human evolution, Evolution
DOAJ Open Access 2025
Corded Ware Burial of the Thuringian Basin – Evidence for Social Differentiation and Inequality?

Ralph Großmann-Klabunde

This study examines 401 Corded Ware Culture (CWC) burials from the Thuringian Basin using exploratory and principal component analyses within Bourdieu’s framework of habitus and capital. Results reveal a marked gender dichotomy: male graves emphasise weapons and bone tools, while female graves highlight ornaments and different bowls. At the same time, amphorae, beakers, and flint artefacts occur across sexes and ages, reflecting communal practices of feasting, exchange, and symbolic consumption. Age-based differentiation follows a life-course model: subadults were modestly furnished, while adults – especially mature individuals – received increasingly elaborate goods. Women gained recognition earlier through kinship and ritual roles, whereas men accrued status gradually through achievement and material display. Exceptional burials with rare or abundant objects signal inequality, framed within a shared habitus of burial practices. The Thuringian evidence thus portrays CWC society as gender-differentiated and hierarchically stratified, yet unified by common ritual traditions and cross-cutting practices of community life.

Physical anthropology. Somatology, Prehistoric archaeology
arXiv Open Access 2025
Measuring Physical Plausibility of 3D Human Poses Using Physics Simulation

Nathan Louis, Mahzad Khoshlessan, Jason J. Corso

Modeling humans in physical scenes is vital for understanding human-environment interactions for applications involving augmented reality or assessment of human actions from video (e.g. sports or physical rehabilitation). State-of-the-art literature begins with a 3D human pose, from monocular or multiple views, and uses this representation to ground the person within a 3D world space. While standard metrics for accuracy capture joint position errors, they do not consider physical plausibility of the 3D pose. This limitation has motivated researchers to propose other metrics evaluating jitter, floor penetration, and unbalanced postures. Yet, these approaches measure independent instances of errors and are not representative of balance or stability during motion. In this work, we propose measuring physical plausibility from within physics simulation. We introduce two metrics to capture the physical plausibility and stability of predicted 3D poses from any 3D Human Pose Estimation model. Using physics simulation, we discover correlations with existing plausibility metrics and measuring stability during motion. We evaluate and compare the performances of two state-of-the-art methods, a multi-view triangulated baseline, and ground truth 3D markers from the Human3.6m dataset.

en cs.CV
arXiv Open Access 2025
Physics vs Distributions: Pareto Optimal Flow Matching with Physics Constraints

Giacomo Baldan, Qiang Liu, Alberto Guardone et al.

Physics-constrained generative modeling aims to produce high-dimensional samples that are both physically consistent and distributionally accurate, a task that remains challenging due to often conflicting optimization objectives. Recent advances in flow matching and diffusion models have enabled efficient generative modeling, but integrating physical constraints often degrades generative fidelity or requires costly inference-time corrections. Our work is the first to recognize the trade-off between distributional and physical accuracy. Based on the insight of inherently conflicting objectives, we introduce Physics-Based Flow Matching (PBFM) a method that enforces physical constraints at training time using conflict-free gradient updates and unrolling to mitigate Jensen's gap. Our approach avoids manual loss balancing and enables simultaneous optimization of generative and physical objectives. As a consequence, physics constraints do not impede inference performance. We benchmark our method across three representative PDE benchmarks. PBFM achieves a Pareto-optimal trade-off, competitive inference speed, and generalizes to a wide range of physics-constrained generative tasks, providing a practical tool for scientific machine learning. Code and datasets available at https://github.com/tum-pbs/PBFM.

en cs.LG, cs.AI
DOAJ Open Access 2024
Антропологическое изучение населения г. Смоленска XVI–XVII вв. по материалам раскопок на «Пятницком конце» города

Буряк А.Д., Гончарова Н.Н.

Введение. В статье анализируются материалы из Смоленска, датированные рубежом XVI–XVII вв. Этот период в истории региона оказался одним из самых сложных и богатых на события, что делает каждую новую научную деталь важной для исследователей. Смоленск долгое время был пограничным городом и в то же время важным торговым узлом между Московским Царством и Речью Посполитой, соответственно, состав его населения может отражать влияние западных соседей. Материалы и методы. Рассматриваются краниологические материалы, полученные при раскопках 2012 года на Пятницком конце города. Некрополь датируется рубежом XVI–XVII вв., расположен у крепостной стены смоленского кремля на высоком берегу Днепра. Краниологические материалы насчитывают 17 мужских и 19 женских черепов. В качестве статистических подходов использованы классические и многомерные методы биометрии. Результаты. Сравнение изученной выборки с городской популяцией XII в. показало их высокое сходство, однако более поздняя выборка отличается большей грацильностью. Достоверные различия отмечены лишь для диаметров черепа, скуловой ширины и высоты носа. Сравнение с суммарной выборкой сельского населения смоленской губернии XVIII–XIX вв. также выявило достоверное отличие по параметрам черепа и некоторым параметрам лицевого скелета. Дискриминантный анализ показал особый статус изучаемой выборки, которая отличается и от синхронных городских групп, и от поздних выборок сельского населения центрального региона. Для изученной выборки не отмечено процессов макросомизации, свойственной городским жителям. Напротив, наблюдается некоторая грацилизация морфологического типа по сравнению с городской выборкой XII в. Заключение. Отсутствие достоверных различий по большинству признаков между изученной выборкой и городским населением XI-XIII в. может свидетельствовать о преемственности морфологического типа городского населения Смоленска. В то же время, промежуточное положение изученной выборки по отношению к ранним и поздним сравнительным материалам может указывать на то, что изученная выборка представляет собой недавних переселенцев из сельской округи.

Ethnology. Social and cultural anthropology, Physical anthropology. Somatology
arXiv Open Access 2024
Physics Context Builders: A Modular Framework for Physical Reasoning in Vision-Language Models

Vahid Balazadeh, Mohammadmehdi Ataei, Hyunmin Cheong et al.

Physical reasoning remains a significant challenge for Vision-Language Models (VLMs). This limitation arises from an inability to translate learned knowledge into predictions about physical behavior. Although continual fine-tuning can mitigate this issue, it is expensive for large models and impractical to perform repeatedly for every task. This necessitates the creation of modular and scalable ways to teach VLMs about physical reasoning. To that end, we introduce Physics Context Builders (PCBs), a modular framework where specialized smaller VLMs are fine-tuned to generate detailed physical scene descriptions. These can be used as physical contexts to enhance the reasoning capabilities of larger VLMs. PCBs enable the separation of visual perception from reasoning, allowing us to analyze their relative contributions to physical understanding. We perform experiments on CLEVRER and on Falling Tower, a stability detection dataset with both simulated and real-world scenes, to demonstrate that PCBs provide substantial performance improvements, increasing average accuracy by up to 13.8% on complex physical reasoning tasks. Notably, PCBs also show strong Sim2Real transfer, successfully generalizing from simulated training data to real-world scenes.

en cs.CV, cs.AI
arXiv Open Access 2024
Network dismantling by physical damage

Luka Blagojević, Ivan Bonamassa, Márton Pósfai

We explore the robustness of complex networks against physical damage. We focus on spatially embedded network models and datasets where links are physical objects or physically transfer some quantity, which can be disrupted at any point along its trajectory. To simulate physical damage, we tile the networks with boxes of equal size and sequentially damage them. By introducing an intersection graph to keep track of the links passing through tiles, we systematically analyze the connectivity of the network and explore how the physical layout and the topology of the network jointly affect its percolation threshold. We show that random layouts make networks extremely vulnerable to physical damage, driven by the presence of very elongated links, and that higher-dimensional embeddings further increase their vulnerability. We compare this picture against targeted physical damages, showing that it accelerates network dismantling and yields non-trivial geometric patterns. Finally, we apply our framework to several empirical networks, from airline networks to vascular systems and the brain, showing qualitative agreement with the theoretical predictions.

en cond-mat.stat-mech
arXiv Open Access 2024
Species of structure and physical dimensions

Heinz-Jürgen Schmidt

This study addresses the often underestimated importance of physical dimensions and units in the formal reconstruction of physical theories, focusing on structuralist approaches that use the concept of ``species of structure" as a meta-mathematical tool. Similar approaches also play a role in current philosophical debates on the metaphysical status of physical quantities. Our approach builds on an earlier proposal by Terence Tao. It involves the representation of fundamental physical quantities by one-dimensional real ordered vector spaces, while derived quantities are formulated using concepts from linear algebra, e.g. tensor products and dual spaces. As an introduction, the theory of Ohm's law is considered. We then formulate a reconstruction of the calculus of physical dimensions, including Buckingham's $Π$-theorem. Furthermore, an application of this method to the Newtonian theory of gravitating systems consisting of point particles is demonstrated, emphasizing the role of the automorphism group and its physical interpretations.

en math-ph
DOAJ Open Access 2023
‘Arm brains’ (axial nerves) of Jurassic coleoids and the evolution of coleoid neuroanatomy

Christian Klug, René Hoffmann, Helmut Tischlinger et al.

Abstract Although patchy, the fossil record of coleoids bears a wealth of information on their soft part anatomy. Here, we describe remains of the axial nerve cord from both decabrachian (Acanthoteuthis, Belemnotheutis, Chondroteuthis) and octobrachian (Plesioteuthis, Proteroctopus, Vampyronassa) coleoids from the Jurassic. We discuss some hypotheses reflecting on possible evolutionary drivers behind the neuroanatomical differentiation of the coleoid arm crown. We also propose some hypotheses on potential links between habitat depth, mode of life and the evolution of the Coleoidea.

Fossil man. Human paleontology, Paleontology
DOAJ Open Access 2023
Chihuahuan Desert Vegetation Development during the Past 10,000 Years According to Pollen and Sediment Data at Upper Arroyo, Saltillo, Mexico

Bruce M. Albert

Pollen and sediment data from a 10.5 m-deep alluvial exposure and a secondary tributary exposure at Upper Arroyo, a seasonal river, in Saltillo, Mexico, were examined with the aim of reconstructing the vegetation and environmental history during the Holocene as a whole. The role of climate change in Chihuahuan Desert flora development after 8800 BP was assessed, in addition to more local physiographic factors, such as erosion and accumulation, soil development and denudation, and hydrological entrenchment. Climate change appeared to have been a principal agent of vegetation change in the Early and Middle Holocene, with a periodic expansion of desert vegetation. A reduction in the environmental carrying capacities for mesophytic flora according to physiographic factors, such as soil erosion and channel entrenchment, was then identified after 2300 BP, also promoting azonal ecological niches for xerophytic vegetation in southern Coahuila, Mexico, that persist despite modern variations in precipitation.

Human evolution, Stratigraphy
DOAJ Open Access 2022
Allometric growth in the frontals of the Mongolian theropod dinosaur Tarbosaurus bataar

CHAN-GYU YUN, GALADRIEL FREEMAN PETERS, PHILIP JOHN CURRIE

Tarbosaurus bataar is a sister taxon of the well-studied theropod dinosaur Tyrannosaurus rex, and numerous fossils of this tyrannosaurid have been discovered in the Upper Cretaceous Nemegt Formation of Mongolia. Although specimens of different sizes of Tarbosaurus bataar have been discovered since its initial description, few rigorous studies on its growth changes have been done. Here we examine growth changes in the frontal bones of seven Tarbosaurus bataar specimens using bivariate analyses and the Björk superimposition method to demonstrate trends in their ontogenetic allometry. The width and depth of the frontal undergoes positive allometry during growth, whereas the length shows a trend of negative allometry. The details of growth changes in Tarbosaurus bataar frontals are largely similar to those of Tyrannosaurus rex. Furthermore, generic allometric trends of tyrannosaurid frontals, including those of Tarbosaurus bataar, are shared with other large-bodied theropod clades and may represent a consequence of strengthening parts of the braincase as an anchor for the jaw musculature.

Fossil man. Human paleontology, Paleontology
arXiv Open Access 2022
Physical, subjective and analogical probability

Russell J. Bowater

The aim of this paper is to show that the concept of probability is best understood by dividing this concept into two different types of probability, namely physical probability and analogical probability. Loosely speaking, a physical probability is a probability that applies to the outcomes of an experiment that have been judged as being equally likely on the basis of physical symmetry. Physical probabilities are arguably in some sense 'objective' and possess all the standard properties of the concept of probability. On the other hand, an analogical probability is defined by making an analogy between the uncertainty surrounding an event of interest and the uncertainty surrounding an event that has a physical probability. Analogical probabilities are undeniably subjective probabilities and are not obliged to have all the standard mathematical properties possessed by physical probabilities, e.g. they may not have the property of additivity or obey the standard definition of conditional probability. Nevertheless, analogical probabilities have extra properties, which are not possessed by physical probabilities, that assist in their direct elicitation, general derivation, comparison and justification. More specifically, these properties facilitate the application of analogical probability to real-world problems that can not be adequately resolved by using only physical probability, e.g. probabilistic inference about hypotheses on the basis of observed data. Careful definitions are given of the concepts that are introduced and, where appropriate, examples of the application of these concepts are presented for additional clarity.

en stat.OT, stat.ME
arXiv Open Access 2022
Unsteadiness of Shock-Boundary Layer Interactions in a Mach 2.0 Supersonic Turbine Cascade

Hugo F. S. Lui, Tulio R. Ricciardi, William R. Wolf et al.

The physics of shock-boundary layer interactions (SBLIs) in a supersonic turbine cascade at Mach 2.0 and Reynolds number 395,000, based on the axial chord, is investigated through a wall-resolved large eddy simulation. Special attention is given to the characterization of the low-frequency dynamics of the separation bubbles using flow visualization, spectral analysis, space-time cross correlations, and flow modal decomposition. The mean flowfield shows different shock structures formed on both sides of the airfoil. On the suction side, an oblique shock impinges on the turbulent boundary layer, whereas a Mach reflection interacts with the pressure side boundary layer. The interactions taking place in the present turbine cascade show similarities and discrepancies with respect to more canonical cases. For example, the characteristic frequencies of the shock/bubble motions are comparable to those described in the literature of canonical cases. However, the suction side bubble leads to compression waves that do not coalesce into a separation shock, and a thin bubble forms on the pressure side despite the strong normal shock from the Mach reflection. Instantaneous flow visualizations illustrate elongated streamwise structures on the incoming boundary layers and their interactions with the shocks and separation bubbles. The space-time cross-correlations reveal that the near-wall streaks drive the motion of the suction side separation bubble, which in turn promotes oscillations of the reattachment shock and shear layer flapping. Organized motions in the SBLIs and their corresponding characteristic frequencies and spatial support are identified using proper orthogonal decomposition.

en physics.flu-dyn, physics.comp-ph
DOAJ Open Access 2021
Targeted conspiratorial killing, human self-domestication and the evolution of groupishness

Richard W. Wrangham

Groupishness is a set of tendencies to respond to group members with prosociality and cooperation in ways that transcend apparent self-interest. Its evolution is puzzling because it gives the impression of breaking the ordinary rules of natural selection. Boehm's solution is that moral elements of groupishness originated and evolved as a result of group members becoming efficient executioners of antisocial individuals, and he noted that self-domestication would have proceeded from the same dynamic. Self-domestication is indicated first at ~300,000 years ago and has probably gathered pace ever since, suggesting selection for self-domestication and groupishness for at least 12,000 generations. Here I propose that a specifically human style of violence, targeted conspiratorial killing, contributed importantly to both self-domestication and to promoting groupishness. Targeted conspiratorial killing is unknown in chimpanzees or any other vertebrate, and is significant because it permits coalitions to kill antisocial individuals cheaply. The hypothesis that major elements of groupishness are due to targeted conspiratorial killing helps explain why they are much more elaborated in humans than in other species.

Human evolution, Evolution
arXiv Open Access 2021
Physics-AI Symbiosis

Bahram Jalali, Achuta Kadambi, Vwani Roychowdhury

The phenomenal success of physics in explaining nature and designing hardware is predicated on efficient computational models. A universal codebook of physical laws defines the computational rules and a physical system is an interacting ensemble governed by these rules. Led by deep neural networks, artificial intelligence (AI) has introduced an alternate end-to-end data-driven computational framework, with astonishing performance gains in image classification and speech recognition and fueling hopes for a novel approach to discovering physics itself. These gains, however, come at the expense of interpretability and also computational efficiency; a trend that is on a collision course with the expected end of semiconductor scaling known as the Moore's Law. With focus on photonic applications, this paper argues how an emerging symbiosis of physics and artificial intelligence can overcome such formidable challenges, thereby not only extending the latter's spectacular rise but also transforming the direction of physical science.

en cs.ET, physics.optics
S2 Open Access 2021
Research and Writing Activities in the Field of Sport Science Publishing in Montenegro

J. Jarani, S. Redžepagić, Izet Bajramović et al.

The goal of this study is to analyse the scientific productivity of Montenegrin researchers in the field of sports sciences, as well as the trend of publishing in Montenegrin sports sciences journals. The research covers studies with a focus on the sports sciences issues published in the period from 2002 to 2019. Google Scholar, Scopus, and Web of Science (the electronic databases) were searched for articles available until September 22, 2021. Results were summarized according to the instructions of PRISMA guidelines and present the number of citations, h-index, i10-index and the number of articles by the authors. The study results shows that researchers from the field of sports sciences publish multiple publications in 2021 compared to 2002. In Google scholar database citation rate is highest, and span from 596 and 14959. On the other side, the same researchers were cited quite less in Scopus and Web of Science databases. When we talk about Montenegrin journals, three are registered in the Google Scholar Database. The Sport Mont journal is the most cited one with the highest h-index (44); the Montenegrin Journal of Sports Science and Medicine is the best ranked Montenegrin journal according to the bibliometric data from the Scopus and Web of Science databases; the Journal of Anthropology of Sport and Physical Education have constant progress in the last years. It was indicated the highest impact was recognized in the last four years, according to citations of available articles published by Montenegrin authors. Also, the number of published articles in the last four year is significant, and progress can be expected in the future.

DOAJ Open Access 2020
Association of abdominal fat with metabolic syndrome components in overweight women: effect of menopausal status

Shigeharu Numao, Yasutomi Katayama, Yoshio Nakata et al.

Abstract Background The association between abdominal fat distribution and metabolic syndrome (MetSyn) components by menopausal status has yet to be explicated. The purpose of this study was to examine a cross-sectional association between abdominal fat compartments and MetSyn components in pre- and post-menopausal overweight Japanese women. Methods Of 212 overweight Japanese women, 76 pre-menopausal overweight (BMI ≥ 25) women (PreM age, 42.1 ± 5.9 years) and 87 post-menopausal overweight women (PostM: age, 56.2 ± 4.5 years) were analyzed in this study. Measurements were taken for body mass index (BMI), abdominal compartments [visceral fat (VF), subcutaneous fat (SF), superficial subcutaneous fat (SSF), and deep subcutaneous fat (DSF)], serum high-density lipoprotein cholesterol (HDLC), low-density lipoprotein cholesterol, triglycerides (TG), and fasting plasma glucose (FPG). Abdominal compartments were assessed using computed tomography. Results No significant differences were found for BMI, SF, SSF, or DSF between the PreM and PostM. Despite this, the PreM had a significantly smaller VF area than that of the PostM. However, the difference in VF area disappeared when age was adjusted for. VFA significantly correlated with HDLC, TG, and FPG independently of menopause status. Conclusions These results suggest that the effect of menopause status on the association between VF and MetSyn components is negligible. Abdominal subcutaneous fat compartments were not associated with MetSyn components in overweight women regardless of menopausal status.

Physical anthropology. Somatology
arXiv Open Access 2020
Is there evidence for a hotter Universe?

Carlos A. P. Bengaly, Javier E. Gonzalez, Jailson S. Alcaniz

The measurement of present-day temperature of the Cosmic Microwave Background (CMB), $T_0 = 2.72548 \pm 0.00057$ K (1$σ$), made by the Far-InfraRed Absolute Spectrophotometer (FIRAS), is one of the most precise measurements ever made in Cosmology. On the other hand, estimates of the Hubble Constant, $H_0$, obtained from measurements of the CMB temperature fluctuations assuming the standard $Λ$CDM model exhibit a large ($4.1σ$) tension when compared with low-redshift, model-independent observations. Recently, some authors argued that a slightly change in $T_0$ could alleviate or solve the $H_0$-tension problem. Here, we investigate evidence for a hotter or colder universe by performing an independent analysis from currently available temperature-redshift $T(z)$ measurements. Our analysis (parametric and non-parametric) shows a good agreement with the FIRAS measurement and a discrepancy of $\gtrsim 1.9σ$ from the $T_0$ values required to solve the $H_0$ tension. This result reinforces the idea that a solution of the $H_0$-tension problem in fact requires either a better understanding of the systematic errors on the $H_0$ measurements or new physics.

en astro-ph.CO, gr-qc

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