Science Tech Brief By HackerNoon

This story was originally published on HackerNoon at: https://hackernoon.com/expansions-for-hilbert-schemes-the-canonical-moduli-stack. This paper improves methods for degenerating "Hilbert schemes" (geometric objects) on surfaces, exploring stability and connections to other constructions. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #hilbert-schemes, #degenerations, #geometric-invariant-theory, #deligne-mumford-stacks, #maulik-ranganathan, #logarithmic-hilbert-schemes, #semistable-degenerations, #expanded-degeneration, and more. This story was written by: @eigenvector. Learn more about this writer by checking @eigenvector's about page, and for more stories, please visit hackernoon.com. This paper improves methods for degenerating "Hilbert schemes" (geometric objects) on surfaces, exploring stability and connections to other constructions.

This story was originally published on HackerNoon at: https://hackernoon.com/expansions-for-hilbert-schemes-references. This paper improves methods for degenerating "Hilbert schemes" (geometric objects) on surfaces, exploring stability and connections to other constructions. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #hilbert-schemes, #degenerations, #geometric-invariant-theory, #deligne-mumford-stacks, #maulik-ranganathan, #logarithmic-hilbert-schemes, #semistable-degenerations, #expanded-degeneration, and more. This story was written by: @eigenvector. Learn more about this writer by checking @eigenvector's about page, and for more stories, please visit hackernoon.com. This paper improves methods for degenerating "Hilbert schemes" (geometric objects) on surfaces, exploring stability and connections to other constructions.

This story was originally published on HackerNoon at: https://hackernoon.com/a-mirror-theorem-for-non-split-toric-bundles-mirror-theorem-for-a-product-of-projectives-bundle. This research paper develops a new method (I-functions) for understanding mirror symmetry in complex spaces called non-split toric bundles. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #mirror-theorem, #non-split-toric-bundles, #toric-bundles, #brown's-i-function, #givental-lagrangian-cones, #gromov-witten-theory, #fiber, #riemann-roch-theorem, and more. This story was written by: @semaphores. Learn more about this writer by checking @semaphores's about page, and for more stories, please visit hackernoon.com. This research paper develops a new method (I-functions) for understanding mirror symmetry in complex spaces called non-split toric bundles.

This story was originally published on HackerNoon at: https://hackernoon.com/revisiting-separation-of-variables-in-hamilton-jacobi-equations-abstract-and-introduction. A critical examination of recent claims regarding separation of variables in Hamilton-Jacobi equations, clarifying misconceptions and historical contributions. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #physics, #hamilton-jacobi-equation, #separation-of-variables, #stackel-spaces, #theoretical-physics, #vladimir-n.-shapovalov, #metric-tensors, #covariant-form, and more. This story was written by: @eigenvector. Learn more about this writer by checking @eigenvector's about page, and for more stories, please visit hackernoon.com. This article is a feedback on an article by M.O. Katanaev in Physica Scripta (2023, 98, 104001) The author sets out his vision of the history of the creation of the theory of complete separation of variables in the free Hamilton-Jacobi equation. He claims that the results obtained in the articles significantly complement the theory. For the first time an explicit form of integrals of motion has been found.

This story was originally published on HackerNoon at: https://hackernoon.com/mutations-of-noncommutative-crepant-resolutions-appendix-a-matrix-factorizations. This paper studies equivalences between magic windows that correspond to wall-crossings in a hyperplane arrangement in terms of NCCRs. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #geometric-invariant-theory, #nccrs, #iyama-wemyss-mutations, #calabi-yau, #magic-windows, #exchanges-of-modules, #quasi-symmetric-representation, #wall-crossing, and more. This story was written by: @eigenvector. Learn more about this writer by checking @eigenvector's about page, and for more stories, please visit hackernoon.com. This paper studies equivalences between magic windows that correspond to wall-crossings in a hyperplane arrangement in terms of NCCRs.

This story was originally published on HackerNoon at: https://hackernoon.com/mutations-of-noncommutative-crepant-resolutions-main-results. This paper studies equivalences between magic windows that correspond to wall-crossings in a hyperplane arrangement in terms of NCCRs. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #geometric-invariant-theory, #nccrs, #iyama-wemyss-mutations, #calabi-yau, #magic-windows, #exchanges-of-modules, #quasi-symmetric-representation, #wall-crossing, and more. This story was written by: @eigenvector. Learn more about this writer by checking @eigenvector's about page, and for more stories, please visit hackernoon.com. This paper studies equivalences between magic windows that correspond to wall-crossings in a hyperplane arrangement in terms of NCCRs.

This story was originally published on HackerNoon at: https://hackernoon.com/solos-a-dataset-for-audio-visual-music-analysis-conclusions-and-references. In this paper, researchers introduce Solos, a clean dataset of solo musical performances for training machine learning models on various audio-visual tasks. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #audio-visual-machine-learning, #audio-visual, #dataset, #multimodal, #music, #solos, #music-performance-dataset, #instrumental-recordings, and more. This story was written by: @kinetograph. Learn more about this writer by checking @kinetograph's about page, and for more stories, please visit hackernoon.com. In this paper, researchers introduce Solos, a clean dataset of solo musical performances for training machine learning models on various audio-visual tasks.

This story was originally published on HackerNoon at: https://hackernoon.com/10-viral-loops-that-drive-sustainable-product-growth. 10 types of viral loops to fuel your product growth strategy Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #growth-marketing, #viral-loops, #viral-marketing, #tech-marketing-tips, #business-growth, #startup-advice, #product-strategy, #startup-marketing, and more. This story was written by: @mailuong. Learn more about this writer by checking @mailuong's about page, and for more stories, please visit hackernoon.com. Companies like Notion, Slack, and You Tube are built on a system of compounding growth loops. This article focuses on one particularly powerful type: viral loops. It will explain how viral loops function and explore the different forms they can take. Understanding these mechanisms can empower companies to strategically integrate them into their products to drive significant and rapid growth.

This story was originally published on HackerNoon at: https://hackernoon.com/chipnemo-domain-adapted-llms-for-chip-design-evaluations. Researchers present ChipNeMo, using domain adaptation to enhance LLMs for chip design, achieving up to 5x model size reduction with better performance. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #chipnemo, #chip-design, #llms, #domain-adaptation, #custom-tokenizers, #bug-summarization, #eda-script-generation, #llm-performance-evaluation, and more. This story was written by: @textmodels. Learn more about this writer by checking @textmodels's about page, and for more stories, please visit hackernoon.com. Researchers present ChipNeMo, using domain adaptation to enhance LLMs for chip design, achieving up to 5x model size reduction with better performance.

This story was originally published on HackerNoon at: https://hackernoon.com/chipnemo-domain-adapted-llms-for-chip-design-discussion. Researchers present ChipNeMo, using domain adaptation to enhance LLMs for chip design, achieving up to 5x model size reduction with better performance. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #chipnemo, #chip-design, #llms, #domain-adaptation, #custom-tokenizers, #bug-summarization, #eda-script-generation, #llm-performance-evaluation, and more. This story was written by: @textmodels. Learn more about this writer by checking @textmodels's about page, and for more stories, please visit hackernoon.com. Researchers present ChipNeMo, using domain adaptation to enhance LLMs for chip design, achieving up to 5x model size reduction with better performance.

This story was originally published on HackerNoon at: https://hackernoon.com/deep-lake-a-lakehouse-for-deep-learning-discussion-and-limitations. Researchers introduce Deep Lake, an open-source lakehouse for deep learning, optimizing complex data storage and streaming for deep learning frameworks. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #deep-lake, #deep-learning, #data-lake, #lakehouse, #cloud-computing, #distributed-systems, #tensor-query-language, #gpu-utilization, and more. This story was written by: @dataology. Learn more about this writer by checking @dataology's about page, and for more stories, please visit hackernoon.com. Researchers introduce Deep Lake, an open-source lakehouse for deep learning, optimizing complex data storage and streaming for deep learning frameworks.

This story was originally published on HackerNoon at: https://hackernoon.com/deep-lake-a-lakehouse-for-deep-learning-machine-learning-use-cases. Researchers introduce Deep Lake, an open-source lakehouse for deep learning, optimizing complex data storage and streaming for deep learning frameworks. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #deep-lake, #deep-learning, #data-lake, #lakehouse, #cloud-computing, #distributed-systems, #tensor-query-language, #gpu-utilization, and more. This story was written by: @dataology. Learn more about this writer by checking @dataology's about page, and for more stories, please visit hackernoon.com. Researchers introduce Deep Lake, an open-source lakehouse for deep learning, optimizing complex data storage and streaming for deep learning frameworks.

This story was originally published on HackerNoon at: https://hackernoon.com/git-sequence-arbitrary-dimension. Researchers study linear stability and bifurcations in Hamiltonian systems, using topological/combinatorial methods to refine the Krein–Moser theorem. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #hamiltonian-systems, #linear-stability, #krein-moser-theorem, #symmetric-orbits, #combinatorics, #periodic-orbits, #git-sequence, #b-signature, and more. This story was written by: @graphtheory. Learn more about this writer by checking @graphtheory's about page, and for more stories, please visit hackernoon.com. Researchers study linear stability and bifurcations in Hamiltonian systems, using topological/combinatorial methods to refine the Krein–Moser theorem.

This story was originally published on HackerNoon at: https://hackernoon.com/is-your-icp-an-offensive-stereotype. You’re looking to target programmers; what’d you pick? Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #marketing-tips, #hack-marketing-tips, #hack-marketing-with-hackernoon, #hackernoon-business-blogging, #ideal-customer-profile, #icp-an-offensive-stereotype, #hackernoon-top-story, #business-growth, and more. This story was written by: @hackmarketing. Learn more about this writer by checking @hackmarketing's about page, and for more stories, please visit hackernoon.com. Building an ICP requires deconstructing multiple data points and using them systematically to drive home brand recall.

This story was originally published on HackerNoon at: https://hackernoon.com/opencitations-meta-conclusion-acknowledgements-and-references. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #scholarly-citations, #bibliographic-metadata, #provenance, #change-tracking, #open-science, #opencitations, #sparql, #semantic-publishing, and more. This story was written by: @categorize. Learn more about this writer by checking @categorize's about page, and for more stories, please visit hackernoon.com.

This story was originally published on HackerNoon at: https://hackernoon.com/opencitations-meta-abstract-and-intro. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #scholarly-citations, #bibliographic-metadata, #provenance, #change-tracking, #open-science, #opencitations, #sparql, #semantic-publishing, and more. This story was written by: @categorize. Learn more about this writer by checking @categorize's about page, and for more stories, please visit hackernoon.com.

This story was originally published on HackerNoon at: https://hackernoon.com/the-results-of-our-othello-experiment-how-we-solved-the-game. We used a dataset including 61,549 game records played between 2001 and 2020. We selected 2,587 positions out of the 2,958,551 positions Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #computer-science, #game-theoretic-value, #solving-othello, #reversi-game, #alpha-beta-search, #what-is-alpha-beta-research, #edax-software, #othello-hypothesis, and more. This story was written by: @precedent. Learn more about this writer by checking @precedent's about page, and for more stories, please visit hackernoon.com. We used a dataset including 61,549 game records played between 2001 and 2020. We selected 2,587 positions out of the 2,958,551 positions and formulated hypotheses regarding their game-theoretic values. If all these hypotheses were proven correct, it would prove that the initial position results in a draw.

This story was originally published on HackerNoon at: https://hackernoon.com/we-solved-othello-but-what-does-this-mean. We conclude that our study has weakly solved Othello, although we recognize that our achievement is just above the criteria for weakly solving. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #computer-science, #solving-othello, #reversi-game, #game-theoretic-value, #alpha-beta-search, #edax-software, #strategy-games, #tactic-games, and more. This story was written by: @precedent. Learn more about this writer by checking @precedent's about page, and for more stories, please visit hackernoon.com. We conclude that our study has weakly solved Othello, although we recognize that our achievement is just above the criteria for weakly solving. For certain borderline positions with 36 empty squares, Edax requires a large amount of computation to determine the game-theoretic value and corresponding move. By providing an additional “opening” book for these positions with 35 or fewer empty square, we could further reduce computational demand.

This story was originally published on HackerNoon at: https://hackernoon.com/two-microlensing-planets-through-planetary-caustic-channel-light-curve-analysis. In this paper, researchers analyze microlensing events OGLE-2018-BLG-0567 and OGLE-2018-BLG-0962, revealing planetary companions to the hosts. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #gravitational-lensing, #micro-planetary-systems, #ogle-2018-blg-0567, #ogle-2018-blg-0962, #microlensing-events, #planetary-caustics, #light-curve-modeling, #galactic-bulge, and more. This story was written by: @exoplanetology. Learn more about this writer by checking @exoplanetology's about page, and for more stories, please visit hackernoon.com. In this paper, researchers analyze microlensing events OGLE-2018-BLG-0567 and OGLE-2018-BLG-0962, revealing planetary companions to the hosts.

This story was originally published on HackerNoon at: https://hackernoon.com/two-microlensing-planets-through-planetary-caustic-channel-observation. In this paper, researchers analyze microlensing events OGLE-2018-BLG-0567 and OGLE-2018-BLG-0962, revealing planetary companions to the hosts. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #gravitational-lensing, #micro-planetary-systems, #ogle-2018-blg-0567, #ogle-2018-blg-0962, #microlensing-events, #planetary-caustics, #light-curve-modeling, #galactic-bulge, and more. This story was written by: @exoplanetology. Learn more about this writer by checking @exoplanetology's about page, and for more stories, please visit hackernoon.com. In this paper, researchers analyze microlensing events OGLE-2018-BLG-0567 and OGLE-2018-BLG-0962, revealing planetary companions to the hosts.

This story was originally published on HackerNoon at: https://hackernoon.com/pyparaocean-a-system-for-visual-analysis-of-ocean-data-acknowledgments-and-references. In this paper, researchers introduce pyParaOcean, enhancing ocean data visualization in Paraview for dynamic process tracking and event detection. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #pyparaocean, #oceanography, #model-simulations, #paraview-plugin, #eddy-identification, #salinity-tracking, #oceanographic-modeling, #event-detection, and more. This story was written by: @oceanography. Learn more about this writer by checking @oceanography's about page, and for more stories, please visit hackernoon.com. In this paper, researchers introduce pyParaOcean, enhancing ocean data visualization in Paraview for dynamic process tracking and event detection.

This story was originally published on HackerNoon at: https://hackernoon.com/pyparaocean-a-system-for-visual-analysis-of-ocean-data-conclusion. In this paper, researchers introduce pyParaOcean, enhancing ocean data visualization in Paraview for dynamic process tracking and event detection. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #pyparaocean, #oceanography, #model-simulations, #paraview-plugin, #eddy-identification, #salinity-tracking, #oceanographic-modeling, #event-detection, and more. This story was written by: @oceanography. Learn more about this writer by checking @oceanography's about page, and for more stories, please visit hackernoon.com. In this paper, researchers introduce pyParaOcean, enhancing ocean data visualization in Paraview for dynamic process tracking and event detection.

This story was originally published on HackerNoon at: https://hackernoon.com/deep-neural-network-for-sea-surface-temperature-prediction-background. In this paper, researchers enhance SST prediction by transferring physical knowledge from historical observations to numerical models. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #oceanography-studies, #numerical-models, #sea-surface-temperature, #physical-knowledge-transfer, #earth-observation-technologies, #generative-adversarial-network, #historical-observational-data, #prediction-performance, and more. This story was written by: @oceanography. Learn more about this writer by checking @oceanography's about page, and for more stories, please visit hackernoon.com. In this paper, researchers enhance SST prediction by transferring physical knowledge from historical observations to numerical models.

This story was originally published on HackerNoon at: https://hackernoon.com/deep-neural-network-for-sea-surface-temperature-prediction-experimental-results-and-analysis. In this paper, researchers enhance SST prediction by transferring physical knowledge from historical observations to numerical models. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #oceanography-studies, #numerical-models, #sea-surface-temperature, #physical-knowledge-transfer, #earth-observation-technologies, #generative-adversarial-network, #historical-observational-data, #prediction-performance, and more. This story was written by: @oceanography. Learn more about this writer by checking @oceanography's about page, and for more stories, please visit hackernoon.com. In this paper, researchers enhance SST prediction by transferring physical knowledge from historical observations to numerical models.

This story was originally published on HackerNoon at: https://hackernoon.com/multilevel-profiling-of-situation-and-dialogue-based-deep-networks-proposed-methodology. In this paper, researchers propose a multi-modality framework for movie genre classification, utilizing situation, dialogue, and metadata features. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #movie-genre-classification, #convolutional-neural-network, #english-movie-trailer-dataset, #multimodal-data-analysis, #affective-content-analysis, #cognitive-content-analysis, #video-analysis, #lmtd-9-dataset, and more. This story was written by: @kinetograph. Learn more about this writer by checking @kinetograph's about page, and for more stories, please visit hackernoon.com. In this paper, researchers propose a multi-modality framework for movie genre classification, utilizing situation, dialogue, and metadata features.

This story was originally published on HackerNoon at: https://hackernoon.com/multilevel-profiling-of-situation-and-dialogue-based-deep-networks-experiments. In this paper, researchers propose a multi-modality framework for movie genre classification, utilizing situation, dialogue, and metadata features. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #movie-genre-classification, #convolutional-neural-network, #english-movie-trailer-dataset, #multimodal-data-analysis, #affective-content-analysis, #cognitive-content-analysis, #video-analysis, #lmtd-9-dataset, and more. This story was written by: @kinetograph. Learn more about this writer by checking @kinetograph's about page, and for more stories, please visit hackernoon.com. In this paper, researchers propose a multi-modality framework for movie genre classification, utilizing situation, dialogue, and metadata features.

This story was originally published on HackerNoon at: https://hackernoon.com/veatic-video-based-emotion-and-affect-tracking-in-context-dataset-abstract-and-intro. In this paper, researchers introduce VEATIC dataset for human affect recognition, addressing limitations in existing datasets, enabling context-based inference. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #veatic-dataset, #human-affect-recognition, #computer-vision, #contextual-information, #affect-inference, #psychophysics, #video-based-emotion, #emotion-recognition, and more. This story was written by: @kinetograph. Learn more about this writer by checking @kinetograph's about page, and for more stories, please visit hackernoon.com. In this paper, researchers introduce VEATIC dataset for human affect recognition, addressing limitations in existing datasets, enabling context-based inference.

This story was originally published on HackerNoon at: https://hackernoon.com/veatic-video-based-emotion-and-affect-tracking-in-context-dataset-more-about-stimuli. In this paper, researchers introduce VEATIC dataset for human affect recognition, addressing limitations in existing datasets, enabling context-based inference. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #veatic-dataset, #human-affect-recognition, #computer-vision, #contextual-information, #affect-inference, #psychophysics, #video-based-emotion, #emotion-recognition, and more. This story was written by: @kinetograph. Learn more about this writer by checking @kinetograph's about page, and for more stories, please visit hackernoon.com. In this paper, researchers introduce VEATIC dataset for human affect recognition, addressing limitations in existing datasets, enabling context-based inference.

This story was originally published on HackerNoon at: https://hackernoon.com/non-singular-oscillating-cosmology-on-randall-sundrum-ii-abstract-and-intro. In this paper, researchers propose a non-singular cosmology model on Randall-Sundrum II brane, featuring oscillations and phantom dark energy. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #oscillating-universe, #braneworld, #bounce, #turnaround, #phantom, #cosmology, #randall-sundrum-ii, #phantom-dark-energy, and more. This story was written by: @cosmological. Learn more about this writer by checking @cosmological's about page, and for more stories, please visit hackernoon.com. In this paper, researchers propose a non-singular cosmology model on Randall-Sundrum II brane, featuring oscillations and phantom dark energy.

This story was originally published on HackerNoon at: https://hackernoon.com/want-to-learn-more-about-the-interactions-between-near-inertial-waves-and-mesoscale-eddies. The study was written by Scott Conn, Joseph Fitzgerald, and Jorn Callies. The authors compared five surface mixed layer models with a year of observations Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #science, #atlantic-ocean-research, #north-atlantic-study, #near-inertial-waves, #near-inertial-waves-definition, #what-are-mesoscale-eddies, #oceanography, #surface-mixed-layer-models, and more. This story was written by: @oceanography. Learn more about this writer by checking @oceanography's about page, and for more stories, please visit hackernoon.com. The study was written by Scott Conn, Joseph Fitzgerald, and Jorn Callies. The authors compared five surface mixed layer models with a year of observations in the north Atlantic. The results were published in the Journal of Physical Oceanography. The study was also published in Geophysical Research Letters.

This story was originally published on HackerNoon at: https://hackernoon.com/physical-properties-of-the-eclipsing-binary-kic-9851944-observation. Stars that are both pulsating and eclipsing offer an important opportunity to better understand many of the physical phenomena that occur in stars. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #kic-9851944, #kic-9851944-eclipsing-binary, #eclipsing-binary, #f-stars, #tess-space-missions, #kepler-space-missions, #oscillations, #mesa-evolutionary-code, and more. This story was written by: @exoplanetology. Learn more about this writer by checking @exoplanetology's about page, and for more stories, please visit hackernoon.com. Stars that are both pulsating and eclipsing offer an important opportunity to better understand many of the physical phenomena that occur in stars.

This story was originally published on HackerNoon at: https://hackernoon.com/the-end-of-the-ocean-trip-concluding-our-near-inertial-waves-and-mesoscale-eddies-study. The evolution of the NIW field at the OSMOSIS site in the Northeast Atlantic Ocean is strongly modulated by mesoscale eddies. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #science, #what-is-the-ybj-model, #the-ybj-model-explained, #niw-amplitudes, #studying-the-ocean, #atlantic-ocean-research, #what-are-mesoscale-eddies, #near-inertial-waves, and more. This story was written by: @oceanography. Learn more about this writer by checking @oceanography's about page, and for more stories, please visit hackernoon.com. The evolution of the NIW field at the OSMOSIS site in the Northeast Atlantic Ocean is strongly modulated by mesoscale eddies. The observed evolution can be captured by the YBJ model, which includes NIW refraction, advection, and dispersion. The NIW potential energy gain is at least two orders of magnitude smaller than the global average energy input. Stimulated generation does not appear to have a major impact on the mesoscales eddy field in this part of the ocean.

This story was originally published on HackerNoon at: https://hackernoon.com/the-models-we-used-to-observed-interactions-between-near-inertial-waves-and-mesoscale-eddies. The authors use the PM model and the YBJ model to simulate the wind stress. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #science, #oceanography, #studying-the-ocean, #near-inertial-waves, #near-inertial-waves-definition, #what-are-mesoscale-eddies, #the-ybj-model-explained, #what-is-the-ybj-model, and more. This story was written by: @oceanography. Learn more about this writer by checking @oceanography's about page, and for more stories, please visit hackernoon.com. The authors use the PM model and the YBJ model to simulate the wind stress. They use a domain that is 400 km×400 km in the horizontal and 4 km deep. The stratification and the wind forcing are taken to be horizontally uniform, capturing the forcing at a scale much larger than the mesoscale.

This story was originally published on HackerNoon at: https://hackernoon.com/relaxing-cosmological-constraints-on-current-neutrino-masses-acknowledgment-appendix-and-references. In this paper, researchers present a mass-varying neutrino model driven by scalar field dark energy, relaxing the upper bound on current neutrino mass. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #neutrino-mass, #scalar-field-dark-energy, #lcdm-model-extension, #cosmic-microwave-background, #matter-power-spectrum, #baryon-acoustic-oscillations, #planck-observations, #cosmological-constraints, and more. This story was written by: @cosmological. Learn more about this writer by checking @cosmological's about page, and for more stories, please visit hackernoon.com. In this paper, researchers present a mass-varying neutrino model driven by scalar field dark energy, relaxing the upper bound on current neutrino mass.

This story was originally published on HackerNoon at: https://hackernoon.com/how-we-observed-interactions-between-near-inertial-waves-and-mesoscale-eddies-and-what-we-found. We extract observations of NIWs from data collected for the Ocean Surface Mixing, Ocean Submesoscale Interaction Study Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #science, #near-inertial-waves, #near-inertial-waves-definition, #what-are-mesoscale-eddies, #ocean-surface-mixing, #oceanography, #what-are-niws, #atlantic-ocean-research, and more. This story was written by: @oceanography. Learn more about this writer by checking @oceanography's about page, and for more stories, please visit hackernoon.com. We extract observations of NIWs from data collected for the Ocean Surface Mixing, Ocean Submesoscale Interaction Study (OSMOSIS; Buckingham et al. 2016) As part of the study, measurements were taken from nine moorings anchored over the Porcupine Abyssal Plain from September 2012 to September 2013. Over the course of the year, there were several times where the mooring experienced knockdown by up to 200 m (Callies et al 2020). We flag these events if the knockdown is more than 10 m when averaged with a 1-day running mean.

This story was originally published on HackerNoon at: https://hackernoon.com/interpreting-observed-interactions-between-near-inertial-waves-and-mesoscale-eddies. The evolution of wind-generated near-inertial waves (NIWs) is known to be influenced by the mesoscale eddy field, yet it remains a challenge Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #science, #oceanography, #inertial-waves-explained, #what-are-mesoscale-eddies, #near-inertial-waves-definition, #northeast-atlantic-ocean-study, #wind-generated-waves, #young-and-ben-jelloul-model, and more. This story was written by: @oceanography. Learn more about this writer by checking @oceanography's about page, and for more stories, please visit hackernoon.com. The evolution of wind-generated near-inertial waves (NIWs) is known to be influenced by the mesoscale eddy field, yet it remains a challenge to disentangle the effects of this interaction in observations. Here, the model of Young and Ben Jelloul (YBJ) is compared to observations from a mooring array in the Northeast Atlantic Ocean. The model captures the evolution of both the observed NIW amplitude and phase much more accurately than a slab mixed layer model. The YBJ model allows for the identification of specific physical processes that drive the observed evolution.

This story was originally published on HackerNoon at: https://hackernoon.com/near-inertial-wave-propagation-between-stratified-and-homogeneous-layers-observations. This study examines near-inertial gravity wave propagation in deep Mediterranean Sea, focusing on transitions between stratified and homogeneous layers. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #science, #gravity-waves, #near-inertial-waves, #wave-propagation, #ocean-turbulence, #wave-refraction, #acoustic-doppler-current, #deep-sea-stratification, and more. This story was written by: @oscillation. Learn more about this writer by checking @oscillation's about page, and for more stories, please visit hackernoon.com. The time-series between days 110 and 265 during spring and summer 2005 showed some 10-day periods of relatively constant temperature and current speeds. During such periods, |w| |e| near the ADCP (Fig. 2d), not only in low-frequency variations that are negatively biased due to the passage of meso-scale eddies (van Haren et al. 2006), but also in relatively higher frequency variations that reflect near-inertial motions.

This story was originally published on HackerNoon at: https://hackernoon.com/near-inertial-wave-propagation-between-stratified-and-homogeneous-layers-conclusions-and-references. This study examines near-inertial gravity wave propagation in deep Mediterranean Sea, focusing on transitions between stratified and homogeneous layers. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #science, #gravity-waves, #near-inertial-waves, #wave-propagation, #ocean-turbulence, #wave-refraction, #acoustic-doppler-current, #deep-sea-stratification, and more. This story was written by: @oscillation. Learn more about this writer by checking @oscillation's about page, and for more stories, please visit hackernoon.com. Hans van Haren, NIOZ Royal Netherlands Institute for Sea Research, P.O. Box 59, 1790 AB Den Burg, the Netherlands. The authors thank the crews of the R/V Thethys II and Le Suroît for the sea operations, G. Rougier for preparing the ‘GYROSCOP-2’ mooring, and T. Gerkema for providing the model results.

This story was originally published on HackerNoon at: https://hackernoon.com/extreme-axions-unveiled-a-novel-fluid-approach-for-cosmological-modeling-methods. In this paper, researchers introduce extreme axions, exploring their impact on small-scale structure in cosmology, particularly in Ly-α forest measurements. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #cosmological-modeling, #axions, #dark-matter, #axion-like-particles, #computational-cosmology, #hydrodynamical-analysis, #lyman-alpha-forest, #cosmology, and more. This story was written by: @cosmological. Learn more about this writer by checking @cosmological's about page, and for more stories, please visit hackernoon.com. In this paper, researchers introduce extreme axions, exploring their impact on small-scale structure in cosmology, particularly in Ly-α forest measurements.

This story was originally published on HackerNoon at: https://hackernoon.com/extreme-axions-unveiled-acknowledgments-and-references. In this paper, researchers introduce extreme axions, exploring their impact on small-scale structure in cosmology, particularly in Ly-α forest measurements. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #cosmological-modeling, #axions, #dark-matter, #axion-like-particles, #computational-cosmology, #hydrodynamical-analysis, #lyman-alpha-forest, #cosmology, and more. This story was written by: @cosmological. Learn more about this writer by checking @cosmological's about page, and for more stories, please visit hackernoon.com. In this paper, researchers introduce extreme axions, exploring their impact on small-scale structure in cosmology, particularly in Ly-α forest measurements.

This story was originally published on HackerNoon at: https://hackernoon.com/mitigating-framing-bias-with-polarity-minimization-loss-abstract-and-intro. In this paper, researchers propose a new loss function to reduce framing bias in media, crucial for combating political polarization. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #framing-bias, #political-polarization, #media-reporting, #polarity-minimization, #loss-function, #bidirectional-mapping, #informational-framing-bias, #political-bias, and more. This story was written by: @mediabias. Learn more about this writer by checking @mediabias's about page, and for more stories, please visit hackernoon.com. In this paper, researchers address framing bias in media, a key driver of political polarization. They propose a new loss function to minimize polarity differences in reporting, reducing bias effectively.

This story was originally published on HackerNoon at: https://hackernoon.com/mitigating-framing-bias-with-polarity-minimization-loss-experimental-details. In this paper, researchers propose a new loss function to reduce framing bias in media, crucial for combating political polarization. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #framing-bias, #political-polarization, #media-reporting, #polarity-minimization, #loss-function, #bidirectional-mapping, #informational-framing-bias, #political-bias, and more. This story was written by: @mediabias. Learn more about this writer by checking @mediabias's about page, and for more stories, please visit hackernoon.com. In this paper, researchers address framing bias in media, a key driver of political polarization. They propose a new loss function to minimize polarity differences in reporting, reducing bias effectively.

This story was originally published on HackerNoon at: https://hackernoon.com/navigating-the-maze-of-multiple-hypotheses-testingpart-2-practical-implementation. In this article, we will explore practical implementation with Python code and interpretation of the results. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #statistics, #python, #data-analysis, #bonferroni-correction, #hypothesis-testing, #statistical-significance, #p-values, #data-interpretation, and more. This story was written by: @vabars. Learn more about this writer by checking @vabars's about page, and for more stories, please visit hackernoon.com. In this article, we will explore practical implementation with Python code and interpretation of the results. The Bonferroni correction makes the p-values higher to control for the increased risk of Type I errors (false positives) that come with multiple testing. In this case, the first (`True`) and last (` true`) hypotheses are rejected.

This story was originally published on HackerNoon at: https://hackernoon.com/science-versus-art-in-our-exploration-of-this-world. Let's step on the very protons and neutrons that shape the nucleus and watch the electrons fly by. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #reason, #quantum-world, #creativity, #art, #quaternions, #quantum-mathematics, #atoms, #imaginary-numbers, and more. This story was written by: @damocles. Learn more about this writer by checking @damocles's about page, and for more stories, please visit hackernoon.com. In this article, we step on the world of the very small, trying to find answers and solutions to mapping out that world and if it may hold the answer to whether we could create a holographic map of our universe or not. As well as the complexities required for it. Needless to say, art and interpretation will play a crucial role in our exploration of this world.

This story was originally published on HackerNoon at: https://hackernoon.com/the-quiet-crisis-that-is-stealing-our-health-and-how-to-get-it-back-insights-from-dr-eric-berg. If you're overwhelmed by conflicting health advice, fad diets, and the constant stream of "miracle cures" that never seem to deliver, then you're not alone. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #health, #health-tips, #fitness, #food-health-connection, #future-of-health, #metabolomics-testing, #personalized-nutrition, #ultra-processed-foods, and more. This story was written by: @scottdclary. Learn more about this writer by checking @scottdclary's about page, and for more stories, please visit hackernoon.com. I recently had the pleasure of interviewing Dr. Berg on my podcast, and let me tell you, he doesn't disappoint. Forget the fancy jargon and confusing studies. Dr. Berg breaks down complex health topics into simple, easy-to-understand terms that you can actually apply to your life. Whether you're struggling with weight loss, chronic health issues, or simply want to optimize your well-being, Dr. Berg's no-nonsense approach will empower you to take charge of your health and achieve your goals.

This story was originally published on HackerNoon at: https://hackernoon.com/magnetized-bondi-accretion-heres-what-it-is-and-how-we-used-it. Accretion flows in galactic nuclei involve magnetized plasma, and it has been long known that magnetic fields strongly perturb the energetics (Shvartsman 1971 Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #science, #black-hole, #magnetized-bondi-accretion, #black-hole-physics, #bondi-accretion, #galactic-nucleus, #researching-black-holes, #outer-space, and more. This story was written by: @magnetosphere. Learn more about this writer by checking @magnetosphere's about page, and for more stories, please visit hackernoon.com. Accretion flows in galactic nuclei involve magnetized plasma, and it has been long known that magnetic fields strongly perturb the energetics (Shvartsman 1971; Meszaros 1975) and dynamics (Igumenshchev & Narayan 2002; Pen et al. 2003; Lalakos et al. 2022) of Bondi accretion.

This story was originally published on HackerNoon at: https://hackernoon.com/the-numerical-methods-we-used-to-study-black-holes. Our numerical scheme utilizes the GRMHD code KHARMA[1], a performance-portable C++ implementation based on iharm3D; iharm3D is itself an extension of HARM. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #science, #black-hole, #black-hole-physics, #magnetized-bonds, #outer-space, #galactic-nucleus, #researching-outer-space, #black-hole-calculations, and more. This story was written by: @magnetosphere. Learn more about this writer by checking @magnetosphere's about page, and for more stories, please visit hackernoon.com. Our numerical scheme utilizes the GRMHD code KHARMA[1], a performance-portable C++ implementation based on iharm3D (Prather et al. 2021); iharm3D is itself an extension of HARM, an efficient secondorder conservative finite-volume scheme for solving MHD equations on Eulerian meshes in stationary curved space-times (Gammie et al. 2003). KHARMA offers a more flexible, portable, and scalable implementation suitable for multiple uses, by leveraging the Parthenon Adaptive Mesh Refinement Framework and the Kokkos programming model (Grete et al. 2023; Trott et al. 2022).

This story was originally published on HackerNoon at: https://hackernoon.com/bridging-scales-in-black-hole-accretion-and-feedback-studying-supermassive-black-holes. The details of how gas flows into the galactic nucleus from large cosmic distances and how the SMBH in turn imparts feedback into the galaxy remain unresolved. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #science, #black-holes, #magnetized-bonds, #galactic-nucleus, #outer-space, #researching-outer-space, #supermassive-black-holes, #gas-flows, and more. This story was written by: @magnetosphere. Learn more about this writer by checking @magnetosphere's about page, and for more stories, please visit hackernoon.com. Most nearby galaxies are found to harbor central supermassive black holes (SMBHs) whose masses are correlated with properties of the stellar components of their hosts (e.g., Magorrian et al. 1998; Ferrarese & Merritt 2000; Gebhardt et al. 2000; Kormendy & Ho 2013). However, the details of how gas flows into the galactic nucleus from large cosmic distances and how the SMBH in turn imparts feedback into the galaxy remain coupled unresolved problems.

This story was originally published on HackerNoon at: https://hackernoon.com/transforming-healthcare-mandhirs-quest-for-affordable-medical-access-with-ai. In this interview we discuss how Mandhir revolutionizes healthcare with AI-driven systems, tackling accessibility and data transparency challenges. Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #healthcare, #healthcare-tech, #ai-in-healthcare, #future-of-ai, #healthcare-accessibility, #healthtech, #health-data, #good-company, and more. This story was written by: @jonstojanmedia. Learn more about this writer by checking @jonstojanmedia's about page, and for more stories, please visit hackernoon.com.

This story was originally published on HackerNoon at: https://hackernoon.com/how-cgaal-model-checks-a-deeper-insight. In order to check if a CGS satisfies an ATL property, CGAAL encodes the problem as an extended dependency graph and finds a fixed-point assignment Check more stories related to science at: https://hackernoon.com/c/science. You can also check exclusive content about #heuristics, #cgaal, #what-is-cgaal, #how-does-cgaal-work, #model-checking, #dependency-graphs, #what-is-atl, #cgs-in-computer-science, and more. This story was written by: @heuristicsearch. Learn more about this writer by checking @heuristicsearch's about page, and for more stories, please visit hackernoon.com. In order to check if a CGS satisfies an ATL property, CGAAL encodes the problem as an extended dependency graph and finds a fixed-point assignment describing the satisfaction relation.