#empirical — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #empirical, aggregated by home.social.
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How does social complexity drive the evolution of communication—and vice versa? 🧠🐝
New Open Research Topic: "#Coevolution of #Social #Communication Systems and Social #Complexity" (#Frontiers).
We're looking for contributions using:
- #Empirical and #comparative studies testing the forms and functions of communication across modalities (chemical, acoustic, visual, tactile, electrical)
- Frameworks focusing on the evolution of #language and/or #sociality
- #Quantitative and #computational #frameworks
- #NetworkBasedAnalyses
- #InformationTheoreticMeasures and #MachineLearning approaches
- Formal #MathematicalModelling of #SenderReceiver dynamicsFrom #ResourceDefence to #MateChoice or #CollectiveDecisionMaking: how do #ecological and social pressures shape #signalling?
Deadline: 31 Jan 2027. More information here:
https://www.frontiersin.org/research-topics/77760/coevolution-of-social-communication-systems-and-social-complexity#EvolutionaryBiology #Ethology #OpenScience #ComplexSystems #Frontiers
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Am Max-Weber-Institut für Soziologie ist die W3-Professur für empirische Makrosoziologie zu besetzen.
#job #professor #sociology #academia @sociology #Germany #macro #empiricalhttps://adb.zuv.uni-heidelberg.de/info/INFO_FDB$.startup?MODUL=LS&SESSID=0&M1=1&M2=0&M3=0&PRO=39545
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Am Max-Weber-Institut für Soziologie ist die W3-Professur für empirische Makrosoziologie zu besetzen.
#job #professor #sociology #academia @sociology #Germany #macro #empiricalhttps://adb.zuv.uni-heidelberg.de/info/INFO_FDB$.startup?MODUL=LS&SESSID=0&M1=1&M2=0&M3=0&PRO=39545
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Sometimes the right redundancy strategy is not "add more servers" but "find the one that actually works and protect it well."
Otkroyte fortochku.
#Russia-censorship #server-infrastructure #network-routing #self-hosted #empirical-testing
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🎉 New Article!
We’re delighted to share a newly published article in the ScienceDirect journal Computers & Education: X Reality, by Prof. Lukas Liu and colleagues of the HKU Faculty of Education: “Mapping Evidence-Based XR Experiences in Archaeology Education: A Systematic Review”
This study explores the use of Extended Reality (XR), including VR and AR, in archaeology education. Through a systematic review of #empirical research, it examines the relationships between specific XR design elements and different learning experiences and outcomes, suggesting that meaningful learning in XR depends not only on immersive technology, but on thoughtful instructional design that supports disciplinary thinking and skills development.
This article is Open Access – free for everyone to read!
🔗 Read here: https://doi.org/10.1016/j.cexr.2026.100142Please check out our own related articles:
https://digitalcommons.library.umaine.edu/jae/vol8/iss1/1/ -
🎉 New Article!
We’re delighted to share a newly published article in the ScienceDirect journal Computers & Education: X Reality, by Prof. Lukas Liu and colleagues of the HKU Faculty of Education: “Mapping Evidence-Based XR Experiences in Archaeology Education: A Systematic Review”
This study explores the use of Extended Reality (XR), including VR and AR, in archaeology education. Through a systematic review of #empirical research, it examines the relationships between specific XR design elements and different learning experiences and outcomes, suggesting that meaningful learning in XR depends not only on immersive technology, but on thoughtful instructional design that supports disciplinary thinking and skills development.
This article is Open Access – free for everyone to read!
🔗 Read here: https://doi.org/10.1016/j.cexr.2026.100142Please check out our own related articles:
https://digitalcommons.library.umaine.edu/jae/vol8/iss1/1/ -
🎉 New Article!
We’re delighted to share a newly published article in the ScienceDirect journal Computers & Education: X Reality, by Prof. Lukas Liu and colleagues of the HKU Faculty of Education: “Mapping Evidence-Based XR Experiences in Archaeology Education: A Systematic Review”
This study explores the use of Extended Reality (XR), including VR and AR, in archaeology education. Through a systematic review of #empirical research, it examines the relationships between specific XR design elements and different learning experiences and outcomes, suggesting that meaningful learning in XR depends not only on immersive technology, but on thoughtful instructional design that supports disciplinary thinking and skills development.
This article is Open Access – free for everyone to read!
🔗 Read here: https://doi.org/10.1016/j.cexr.2026.100142Please check out our own related articles:
https://digitalcommons.library.umaine.edu/jae/vol8/iss1/1/ -
🎉 New Article!
We’re delighted to share a newly published article in the ScienceDirect journal Computers & Education: X Reality, by Prof. Lukas Liu and colleagues of the HKU Faculty of Education: “Mapping Evidence-Based XR Experiences in Archaeology Education: A Systematic Review”
This study explores the use of Extended Reality (XR), including VR and AR, in archaeology education. Through a systematic review of #empirical research, it examines the relationships between specific XR design elements and different learning experiences and outcomes, suggesting that meaningful learning in XR depends not only on immersive technology, but on thoughtful instructional design that supports disciplinary thinking and skills development.
This article is Open Access – free for everyone to read!
🔗 Read here: https://doi.org/10.1016/j.cexr.2026.100142Please check out our own related articles:
https://digitalcommons.library.umaine.edu/jae/vol8/iss1/1/ -
🎉 New Article!
We’re delighted to share a newly published article in the ScienceDirect journal Computers & Education: X Reality, by Prof. Lukas Liu and colleagues of the HKU Faculty of Education: “Mapping Evidence-Based XR Experiences in Archaeology Education: A Systematic Review”
This study explores the use of Extended Reality (XR), including VR and AR, in archaeology education. Through a systematic review of #empirical research, it examines the relationships between specific XR design elements and different learning experiences and outcomes, suggesting that meaningful learning in XR depends not only on immersive technology, but on thoughtful instructional design that supports disciplinary thinking and skills development.
This article is Open Access – free for everyone to read!
🔗 Read here: https://doi.org/10.1016/j.cexr.2026.100142Please check out our own related articles:
https://digitalcommons.library.umaine.edu/jae/vol8/iss1/1/ -
👀The Neural Network Factory: An LLM-Generated Dataset 👀
We leveraged GPT-5 to automatically generate a diverse dataset of neural networks suitable for empirical experimentation.
The dataset contains 608 neural networks implemented in PyTorch, each defined by explicit design choices across four key dimensions: architecture type, task category, input data characteristics, and model complexity.
-- Work led by Nadia DAOUDI
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👀The Neural Network Factory: An LLM-Generated Dataset 👀
We leveraged GPT-5 to automatically generate a diverse dataset of neural networks suitable for empirical experimentation.
The dataset contains 608 neural networks implemented in PyTorch, each defined by explicit design choices across four key dimensions: architecture type, task category, input data characteristics, and model complexity.
-- Work led by Nadia DAOUDI
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👀The Neural Network Factory: An LLM-Generated Dataset 👀
We leveraged GPT-5 to automatically generate a diverse dataset of neural networks suitable for empirical experimentation.
The dataset contains 608 neural networks implemented in PyTorch, each defined by explicit design choices across four key dimensions: architecture type, task category, input data characteristics, and model complexity.
-- Work led by Nadia DAOUDI
-
👀The Neural Network Factory: An LLM-Generated Dataset 👀
We leveraged GPT-5 to automatically generate a diverse dataset of neural networks suitable for empirical experimentation.
The dataset contains 608 neural networks implemented in PyTorch, each defined by explicit design choices across four key dimensions: architecture type, task category, input data characteristics, and model complexity.
-- Work led by Nadia DAOUDI
-
👀The Neural Network Factory: An LLM-Generated Dataset 👀
We leveraged GPT-5 to automatically generate a diverse dataset of neural networks suitable for empirical experimentation.
The dataset contains 608 neural networks implemented in PyTorch, each defined by explicit design choices across four key dimensions: architecture type, task category, input data characteristics, and model complexity.
-- Work led by Nadia DAOUDI
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Do recursive dynamics appear independently across scientific domains? This paper examines convergent findings from neuroscience, ecology, quantum systems, and climate science—testing whether the same structural patterns emerge without cross-citation.
https://doi.org/10.5281/zenodo.15742028
#Empirical #Interdisciplinary #Convergence -
State of AI: An Empirical 100T Token Study with OpenRouter
https://openrouter.ai/state-of-ai
#HackerNews #State #of #AI #Token #Study #OpenRouter #AI #Empirical #Research
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State of AI: An Empirical 100T Token Study with OpenRouter
https://openrouter.ai/state-of-ai
#HackerNews #State #of #AI #Token #Study #OpenRouter #AI #Empirical #Research
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State of AI: An Empirical 100T Token Study with OpenRouter
https://openrouter.ai/state-of-ai
#HackerNews #State #of #AI #Token #Study #OpenRouter #AI #Empirical #Research
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State of AI: An Empirical 100T Token Study with OpenRouter
https://openrouter.ai/state-of-ai
#HackerNews #State #of #AI #Token #Study #OpenRouter #AI #Empirical #Research
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State of AI: An Empirical 100T Token Study with OpenRouter
https://openrouter.ai/state-of-ai
#HackerNews #State #of #AI #Token #Study #OpenRouter #AI #Empirical #Research
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https://garyowl.com/2025/06/30/how-visionaries-build-disruptive-companies/
#disruptive innovation, #startup, #business #methodology, #product-market fit, #customer development, #business model canvas, #lean startup, #empirical validation, #entrepreneurship theory
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https://garyowl.com/2025/06/30/how-visionaries-build-disruptive-companies/
#disruptive innovation, #startup, #business #methodology, #product-market fit, #customer development, #business model canvas, #lean startup, #empirical validation, #entrepreneurship theory
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https://garyowl.com/2025/06/30/how-visionaries-build-disruptive-companies/
#disruptive innovation, #startup, #business #methodology, #product-market fit, #customer development, #business model canvas, #lean startup, #empirical validation, #entrepreneurship theory
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https://garyowl.com/2025/06/30/how-visionaries-build-disruptive-companies/
#disruptive innovation, #startup, #business #methodology, #product-market fit, #customer development, #business model canvas, #lean startup, #empirical validation, #entrepreneurship theory
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https://garyowl.com/2025/06/30/how-visionaries-build-disruptive-companies/
#disruptive innovation, #startup, #business #methodology, #product-market fit, #customer development, #business model canvas, #lean startup, #empirical validation, #entrepreneurship theory
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#Zoomposium with Prof. Dr. #Georg #Northoff and #Philipp #Klar: "#World + #Brain = #Consciousness? - Part 2 #Philosophical #Consequences"
The 2nd part of our joint #interview with Philipp and Georg now also deals with possible #neurophilosophical #interpretations of the #empirical #findings from the 1st part and attempts to interpret them with regard to the phenomenon of “consciousness”.
Part 2 has been published under the following link: https://youtu.be/_UCLidEexJg
or at: https://philosophies.de/index.php/2025/06/09/welt-gehirn-bewusstsein/
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All new in SEP, Empirical Approaches to Moral Responsibility by Chandra Sripada.
https://plato.stanford.edu/entries/moral-responsibility-empirical/
Moral responsibility hinges on the control and epistemic conditions. Empirical sciences, like psychology, neuroscience, computational cognitive science, and artificial intelligence, have a lot to say about both. The entry contains chapters on addiction, spontaneous conduct, the etiology of ignorance, and artificial agents, and relevant other SEP-entries are duly noted.
#sep #new #morality #ethics #responsibility #moralResponsibility #philosophy #science #empirical #addiction #ignorance
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All new in SEP, Empirical Approaches to Moral Responsibility by Chandra Sripada.
https://plato.stanford.edu/entries/moral-responsibility-empirical/
Moral responsibility hinges on the control and epistemic conditions. Empirical sciences, like psychology, neuroscience, computational cognitive science, and artificial intelligence, have a lot to say about both. The entry contains chapters on addiction, spontaneous conduct, the etiology of ignorance, and artificial agents, and relevant other SEP-entries are duly noted.
#sep #new #morality #ethics #responsibility #moralResponsibility #philosophy #science #empirical #addiction #ignorance
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All new in SEP, Empirical Approaches to Moral Responsibility by Chandra Sripada.
https://plato.stanford.edu/entries/moral-responsibility-empirical/
Moral responsibility hinges on the control and epistemic conditions. Empirical sciences, like psychology, neuroscience, computational cognitive science, and artificial intelligence, have a lot to say about both. The entry contains chapters on addiction, spontaneous conduct, the etiology of ignorance, and artificial agents, and relevant other SEP-entries are duly noted.
#sep #new #morality #ethics #responsibility #moralResponsibility #philosophy #science #empirical #addiction #ignorance
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All new in SEP, Empirical Approaches to Moral Responsibility by Chandra Sripada.
https://plato.stanford.edu/entries/moral-responsibility-empirical/
Moral responsibility hinges on the control and epistemic conditions. Empirical sciences, like psychology, neuroscience, computational cognitive science, and artificial intelligence, have a lot to say about both. The entry contains chapters on addiction, spontaneous conduct, the etiology of ignorance, and artificial agents, and relevant other SEP-entries are duly noted.
#sep #new #morality #ethics #responsibility #moralResponsibility #philosophy #science #empirical #addiction #ignorance
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'Variance-Aware Estimation of Kernel Mean Embedding', by Geoffrey Wolfer, Pierre Alquier.
http://jmlr.org/papers/v26/23-0161.html
#embeddings #embedding #empirical -
'Variance-Aware Estimation of Kernel Mean Embedding', by Geoffrey Wolfer, Pierre Alquier.
http://jmlr.org/papers/v26/23-0161.html
#embeddings #embedding #empirical -
'Variance-Aware Estimation of Kernel Mean Embedding', by Geoffrey Wolfer, Pierre Alquier.
http://jmlr.org/papers/v26/23-0161.html
#embeddings #embedding #empirical -
'Variance-Aware Estimation of Kernel Mean Embedding', by Geoffrey Wolfer, Pierre Alquier.
http://jmlr.org/papers/v26/23-0161.html
#embeddings #embedding #empirical -
'Variance-Aware Estimation of Kernel Mean Embedding', by Geoffrey Wolfer, Pierre Alquier.
http://jmlr.org/papers/v26/23-0161.html
#embeddings #embedding #empirical -
#Zoomposium with Dr. Dr. #Walter #von #Lucadou: “On the #borders between #physics and #psychology - #hauntings, #ghosts and other #physical #phenomena”
It turned out that von Lucadou is anything but a #spiritual #ghosthunter, but on the contrary is rather located in #science and #rationally tries to fathom the #physical-explainable phenomena with #empirical ##methodology.
More at: https://philosophies.de/index.php/2024/03/12/grenzen_physik_psychologie/
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#Zoomposium with Dr. Dr. #Walter #von #Lucadou: “On the #borders between #physics and #psychology - #hauntings, #ghosts and other #physical #phenomena”
It turned out that von Lucadou is anything but a #spiritual #ghosthunter, but on the contrary is rather located in #science and #rationally tries to fathom the #physical-explainable phenomena with #empirical ##methodology.
More at: https://philosophies.de/index.php/2024/03/12/grenzen_physik_psychologie/
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#Zoomposium with Dr. Dr. #Walter #von #Lucadou: “On the #borders between #physics and #psychology - #hauntings, #ghosts and other #physical #phenomena”
It turned out that von Lucadou is anything but a #spiritual #ghosthunter, but on the contrary is rather located in #science and #rationally tries to fathom the #physical-explainable phenomena with #empirical ##methodology.
More at: https://philosophies.de/index.php/2024/03/12/grenzen_physik_psychologie/
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#Zoomposium with Dr. Dr. #Walter #von #Lucadou: “On the #borders between #physics and #psychology - #hauntings, #ghosts and other #physical #phenomena”
It turned out that von Lucadou is anything but a #spiritual #ghosthunter, but on the contrary is rather located in #science and #rationally tries to fathom the #physical-explainable phenomena with #empirical ##methodology.
More at: https://philosophies.de/index.php/2024/03/12/grenzen_physik_psychologie/
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“Free Willy - Call of freedom for the #free #will”
In this essay, I deal firstly with “the #philosophical #problem of #freedom of will”, then with the #empirical attacks on freedom of will” and finally with the ‘latest #results of #cognitive #neuroscience’ of #self-control. The whole thing is then rounded off with “proposals for overcoming the #determinism-freedom-of-will #dualism.
More at: https://philosophies.de/index.php/2023/08/31/ruf-der-freiheit-fuer-den-freien-willen/
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“Free Willy - Call of freedom for the #free #will”
In this essay, I deal firstly with “the #philosophical #problem of #freedom of will”, then with the #empirical attacks on freedom of will” and finally with the ‘latest #results of #cognitive #neuroscience’ of #self-control. The whole thing is then rounded off with “proposals for overcoming the #determinism-freedom-of-will #dualism.
More at: https://philosophies.de/index.php/2023/08/31/ruf-der-freiheit-fuer-den-freien-willen/
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“Free Willy - Call of freedom for the #free #will”
In this essay, I deal firstly with “the #philosophical #problem of #freedom of will”, then with the #empirical attacks on freedom of will” and finally with the ‘latest #results of #cognitive #neuroscience’ of #self-control. The whole thing is then rounded off with “proposals for overcoming the #determinism-freedom-of-will #dualism.
More at: https://philosophies.de/index.php/2023/08/31/ruf-der-freiheit-fuer-den-freien-willen/
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“Free Willy - Call of freedom for the #free #will”
In this essay, I deal firstly with “the #philosophical #problem of #freedom of will”, then with the #empirical attacks on freedom of will” and finally with the ‘latest #results of #cognitive #neuroscience’ of #self-control. The whole thing is then rounded off with “proposals for overcoming the #determinism-freedom-of-will #dualism.
More at: https://philosophies.de/index.php/2023/08/31/ruf-der-freiheit-fuer-den-freien-willen/
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(now online) Training #ML on fair data is key to ensure the resulting ML models will be from #biases and other #ethical concerns. ⚖️⚖️⚖️
But is scientific data annotated with enough metadata to evaluate potential #biases in the data (and its gathering process)? (TL;DR it's a disaster 😭😭)
Are at least improving on this? What can we do to fix this situation? ⬇️⬇️
https://www.nature.com/articles/s41597-025-04402-4
(work led by Joan Giner Miguelez with Abel Gómez and yours truly)
#openaccess hashtag#scientificdata #empirical hashtag#fairness #research #machinelearning #trustworthiness #ResponsibleAI -
(now online) Training #ML on fair data is key to ensure the resulting ML models will be from #biases and other #ethical concerns. ⚖️⚖️⚖️
But is scientific data annotated with enough metadata to evaluate potential #biases in the data (and its gathering process)? (TL;DR it's a disaster 😭😭)
Are at least improving on this? What can we do to fix this situation? ⬇️⬇️
https://www.nature.com/articles/s41597-025-04402-4
(work led by Joan Giner Miguelez with Abel Gómez and yours truly)
#openaccess hashtag#scientificdata #empirical hashtag#fairness #research #machinelearning #trustworthiness #ResponsibleAI -
(now online) Training #ML on fair data is key to ensure the resulting ML models will be from #biases and other #ethical concerns. ⚖️⚖️⚖️
But is scientific data annotated with enough metadata to evaluate potential #biases in the data (and its gathering process)? (TL;DR it's a disaster 😭😭)
Are at least improving on this? What can we do to fix this situation? ⬇️⬇️
https://www.nature.com/articles/s41597-025-04402-4
(work led by Joan Giner Miguelez with Abel Gómez and yours truly)
#openaccess hashtag#scientificdata #empirical hashtag#fairness #research #machinelearning #trustworthiness #ResponsibleAI -
(now online) Training #ML on fair data is key to ensure the resulting ML models will be from #biases and other #ethical concerns. ⚖️⚖️⚖️
But is scientific data annotated with enough metadata to evaluate potential #biases in the data (and its gathering process)? (TL;DR it's a disaster 😭😭)
Are at least improving on this? What can we do to fix this situation? ⬇️⬇️
https://www.nature.com/articles/s41597-025-04402-4
(work led by Joan Giner Miguelez with Abel Gómez and yours truly)
#openaccess hashtag#scientificdata #empirical hashtag#fairness #research #machinelearning #trustworthiness #ResponsibleAI -
📢📣 I'M HIRING for 3 positions 📣📢
👀 Researcher in #lowcode #agentic software development, linked to the BESSER Agentic Framework and #empirical software engineering https://app.skeeled.com/offer/c/67bc765352cb8184d504f29c?lang=en&show_description=true 🤖📊
👀 Researcher / engineer in #GenAI for #Education as part of a project with Open Assessment Technologies S.A. https://app.skeeled.com/offer/c/67bc6e713b90cbb05461e9e1?lang=en&show_description=true 🧑🎓🎒
👀 Senior scientist in #FrugalAI / #GreenAI https://app.skeeled.com/offer/c/67a21604f7515733aaa46c7e?lang=en&show_description=true 💚🍀
Please ping potential and candidates and reshare to spread the word!!
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📢📣 I'M HIRING for 3 positions 📣📢
👀 Researcher in #lowcode #agentic software development, linked to the BESSER Agentic Framework and #empirical software engineering https://app.skeeled.com/offer/c/67bc765352cb8184d504f29c?lang=en&show_description=true 🤖📊
👀 Researcher / engineer in #GenAI for #Education as part of a project with Open Assessment Technologies S.A. https://app.skeeled.com/offer/c/67bc6e713b90cbb05461e9e1?lang=en&show_description=true 🧑🎓🎒
👀 Senior scientist in #FrugalAI / #GreenAI https://app.skeeled.com/offer/c/67a21604f7515733aaa46c7e?lang=en&show_description=true 💚🍀
Please ping potential and candidates and reshare to spread the word!!
-
📢📣 I'M HIRING for 3 positions 📣📢
👀 Researcher in #lowcode #agentic software development, linked to the BESSER Agentic Framework and #empirical software engineering https://app.skeeled.com/offer/c/67bc765352cb8184d504f29c?lang=en&show_description=true 🤖📊
👀 Researcher / engineer in #GenAI for #Education as part of a project with Open Assessment Technologies S.A. https://app.skeeled.com/offer/c/67bc6e713b90cbb05461e9e1?lang=en&show_description=true 🧑🎓🎒
👀 Senior scientist in #FrugalAI / #GreenAI https://app.skeeled.com/offer/c/67a21604f7515733aaa46c7e?lang=en&show_description=true 💚🍀
Please ping potential and candidates and reshare to spread the word!!
-
📢📣 I'M HIRING for 3 positions 📣📢
👀 Researcher in #lowcode #agentic software development, linked to the BESSER Agentic Framework and #empirical software engineering https://app.skeeled.com/offer/c/67bc765352cb8184d504f29c?lang=en&show_description=true 🤖📊
👀 Researcher / engineer in #GenAI for #Education as part of a project with Open Assessment Technologies S.A. https://app.skeeled.com/offer/c/67bc6e713b90cbb05461e9e1?lang=en&show_description=true 🧑🎓🎒
👀 Senior scientist in #FrugalAI / #GreenAI https://app.skeeled.com/offer/c/67a21604f7515733aaa46c7e?lang=en&show_description=true 💚🍀
Please ping potential and candidates and reshare to spread the word!!
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#Hypnosis - as an example of a practical application of the paradigm of "#embodiment" and "#embededdness"
Abstract
The following essay will examine hypnosis as an example of a #practical #application of the #paradigm of "embodiment" and "embededdness" in more detail. In this context, an attempt will be made to prove the #effectiveness of the #hypnosis procedure with the help of #empirical #findings from #cognitive #neuroscience.
More at: https://philosophies.de/index.php/2022/11/27/die-hypnose/
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#Hypnosis - as an example of a practical application of the paradigm of "#embodiment" and "#embededdness"
Abstract
The following essay will examine hypnosis as an example of a #practical #application of the #paradigm of "embodiment" and "embededdness" in more detail. In this context, an attempt will be made to prove the #effectiveness of the #hypnosis procedure with the help of #empirical #findings from #cognitive #neuroscience.
More at: https://philosophies.de/index.php/2022/11/27/die-hypnose/
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#Hypnosis - as an example of a practical application of the paradigm of "#embodiment" and "#embededdness"
Abstract
The following essay will examine hypnosis as an example of a #practical #application of the #paradigm of "embodiment" and "embededdness" in more detail. In this context, an attempt will be made to prove the #effectiveness of the #hypnosis procedure with the help of #empirical #findings from #cognitive #neuroscience.
More at: https://philosophies.de/index.php/2022/11/27/die-hypnose/
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#Hypnosis - as an example of a practical application of the paradigm of "#embodiment" and "#embededdness"
Abstract
The following essay will examine hypnosis as an example of a #practical #application of the #paradigm of "embodiment" and "embededdness" in more detail. In this context, an attempt will be made to prove the #effectiveness of the #hypnosis procedure with the help of #empirical #findings from #cognitive #neuroscience.
More at: https://philosophies.de/index.php/2022/11/27/die-hypnose/
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Dominant Edaphic Controls On Particulate Organic Carbon In Global Soils
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https://doi.org/10.1111/gcb.17619 <-- shared paper
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#GIS #spatial #mapping #spatialanalysis #soil #global #soilcarbon #climatechange #particulateorganiccarbon #POC #organiccarbon #empirical #model #modeling #machinelearning #AI #profile #biomes #ecosystems #grassland #pasture #shrubland #forest #boreal #arctic #savannas #sampling -
Dominant Edaphic Controls On Particulate Organic Carbon In Global Soils
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https://doi.org/10.1111/gcb.17619 <-- shared paper
--
#GIS #spatial #mapping #spatialanalysis #soil #global #soilcarbon #climatechange #particulateorganiccarbon #POC #organiccarbon #empirical #model #modeling #machinelearning #AI #profile #biomes #ecosystems #grassland #pasture #shrubland #forest #boreal #arctic #savannas #sampling -
Dominant Edaphic Controls On Particulate Organic Carbon In Global Soils
--
https://doi.org/10.1111/gcb.17619 <-- shared paper
--
#GIS #spatial #mapping #spatialanalysis #soil #global #soilcarbon #climatechange #particulateorganiccarbon #POC #organiccarbon #empirical #model #modeling #machinelearning #AI #profile #biomes #ecosystems #grassland #pasture #shrubland #forest #boreal #arctic #savannas #sampling -
Dominant Edaphic Controls On Particulate Organic Carbon In Global Soils
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https://doi.org/10.1111/gcb.17619 <-- shared paper
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#GIS #spatial #mapping #spatialanalysis #soil #global #soilcarbon #climatechange #particulateorganiccarbon #POC #organiccarbon #empirical #model #modeling #machinelearning #AI #profile #biomes #ecosystems #grassland #pasture #shrubland #forest #boreal #arctic #savannas #sampling -
Dominant Edaphic Controls On Particulate Organic Carbon In Global Soils
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https://doi.org/10.1111/gcb.17619 <-- shared paper
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#GIS #spatial #mapping #spatialanalysis #soil #global #soilcarbon #climatechange #particulateorganiccarbon #POC #organiccarbon #empirical #model #modeling #machinelearning #AI #profile #biomes #ecosystems #grassland #pasture #shrubland #forest #boreal #arctic #savannas #sampling